{"episode_id": "trace_0000", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 000 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.582, "plot_progress": 0.647, "female_agency": 0.787, "lore_density": 0.275, "trope_misunderstanding": 0.0, "emotional_peak": 0.548}, "tags": ["female_agency"], "utility": 0.7442, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.79}}, {"step": 2, "scene_summary": "Episode 000 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.551, "plot_progress": 0.673, "female_agency": 0.789, "lore_density": 0.267, "trope_misunderstanding": 0.0, "emotional_peak": 0.734}, "tags": [], "utility": 0.7333, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.4}}, {"step": 3, "scene_summary": "Episode 000 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.478, "plot_progress": 0.469, "female_agency": 0.844, "lore_density": 0.267, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": [], "utility": 0.756, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.21}}, {"step": 4, "scene_summary": "Episode 000 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.465, "plot_progress": 0.586, "female_agency": 0.669, "lore_density": 0.501, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": ["trope_misunderstanding"], "utility": 0.7639, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.5}}, {"step": 5, "scene_summary": "Episode 000 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.706, "plot_progress": 0.477, "female_agency": 0.745, "lore_density": 0.423, "trope_misunderstanding": 0.0, "emotional_peak": 0.653}, "tags": ["trope_misunderstanding"], "utility": 0.5584, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.1}}, {"step": 6, "scene_summary": "Episode 000 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.456, "female_agency": 0.647, "lore_density": 0.884, "trope_misunderstanding": 0.0, "emotional_peak": 0.46}, "tags": ["lore_density"], "utility": 0.4793, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.25}}, {"step": 7, "scene_summary": "Episode 000 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.765, "plot_progress": 0.505, "female_agency": 0.746, "lore_density": 0.445, "trope_misunderstanding": 0.0, "emotional_peak": 0.868}, "tags": ["pacing"], "utility": 0.5899, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.24}}], "trajectory": [{"step": 1, "scene_summary": "Episode 000 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.582, "plot_progress": 0.647, "female_agency": 0.787, "lore_density": 0.275, "trope_misunderstanding": 0.0, "emotional_peak": 0.548}, "tags": ["female_agency"], "utility": 0.7442, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.79}}, {"step": 2, "scene_summary": "Episode 000 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.551, "plot_progress": 0.673, "female_agency": 0.789, "lore_density": 0.267, "trope_misunderstanding": 0.0, "emotional_peak": 0.734}, "tags": [], "utility": 0.7333, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.4}}, {"step": 3, "scene_summary": "Episode 000 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.478, "plot_progress": 0.469, "female_agency": 0.844, "lore_density": 0.267, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": [], "utility": 0.756, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.21}}, {"step": 4, "scene_summary": "Episode 000 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.465, "plot_progress": 0.586, "female_agency": 0.669, "lore_density": 0.501, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": ["trope_misunderstanding"], "utility": 0.7639, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.5}}, {"step": 5, "scene_summary": "Episode 000 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.706, "plot_progress": 0.477, "female_agency": 0.745, "lore_density": 0.423, "trope_misunderstanding": 0.0, "emotional_peak": 0.653}, "tags": ["trope_misunderstanding"], "utility": 0.5584, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.1}}, {"step": 6, "scene_summary": "Episode 000 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.456, "female_agency": 0.647, "lore_density": 0.884, "trope_misunderstanding": 0.0, "emotional_peak": 0.46}, "tags": ["lore_density"], "utility": 0.4793, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.25}}, {"step": 7, "scene_summary": "Episode 000 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.765, "plot_progress": 0.505, "female_agency": 0.746, "lore_density": 0.445, "trope_misunderstanding": 0.0, "emotional_peak": 0.868}, "tags": ["pacing"], "utility": 0.5899, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.24}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [7]}, "gold_credit_assignment": {"culprit_step": 6, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 6."}, "counterfactual_repairs": [{"repair_id": "repair_0000_lore_density", "target_step": 6, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.2018}]}
{"episode_id": "trace_0001", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 001 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.375, "plot_progress": 0.53, "female_agency": 0.905, "lore_density": 0.647, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": ["pacing"], "utility": 0.5914, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.29}}, {"step": 2, "scene_summary": "Episode 001 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.19, "plot_progress": 0.13, "female_agency": 0.617, "lore_density": 0.251, "trope_misunderstanding": 0.0, "emotional_peak": 0.861}, "tags": ["pacing"], "utility": 0.5572, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.06}}, {"step": 3, "scene_summary": "Episode 001 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.837, "plot_progress": 0.722, "female_agency": 0.494, "lore_density": 0.304, "trope_misunderstanding": 0.0, "emotional_peak": 0.861}, "tags": [], "utility": 0.6494, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.38}}, {"step": 4, "scene_summary": "Episode 001 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.618, "plot_progress": 0.707, "female_agency": 0.851, "lore_density": 0.256, "trope_misunderstanding": 0.0, "emotional_peak": 0.433}, "tags": [], "utility": 0.673, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.23}}, {"step": 5, "scene_summary": "Episode 001 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.802, "plot_progress": 0.86, "female_agency": 0.49, "lore_density": 0.669, "trope_misunderstanding": 0.0, "emotional_peak": 0.383}, "tags": [], "utility": 0.7442, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.79}}], "trajectory": [{"step": 1, "scene_summary": "Episode 001 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.375, "plot_progress": 0.53, "female_agency": 0.905, "lore_density": 0.647, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": ["pacing"], "utility": 0.5914, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.29}}, {"step": 2, "scene_summary": "Episode 001 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.19, "plot_progress": 0.13, "female_agency": 0.617, "lore_density": 0.251, "trope_misunderstanding": 0.0, "emotional_peak": 0.861}, "tags": ["pacing"], "utility": 0.5572, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.06}}, {"step": 3, "scene_summary": "Episode 001 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.837, "plot_progress": 0.722, "female_agency": 0.494, "lore_density": 0.304, "trope_misunderstanding": 0.0, "emotional_peak": 0.861}, "tags": [], "utility": 0.6494, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.38}}, {"step": 4, "scene_summary": "Episode 001 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.618, "plot_progress": 0.707, "female_agency": 0.851, "lore_density": 0.256, "trope_misunderstanding": 0.0, "emotional_peak": 0.433}, "tags": [], "utility": 0.673, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.23}}, {"step": 5, "scene_summary": "Episode 001 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.802, "plot_progress": 0.86, "female_agency": 0.49, "lore_density": 0.669, "trope_misunderstanding": 0.0, "emotional_peak": 0.383}, "tags": [], "utility": 0.7442, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.79}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0001_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2385}]}
{"episode_id": "trace_0002", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 002 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.625, "plot_progress": 0.647, "female_agency": 0.547, "lore_density": 0.304, "trope_misunderstanding": 0.0, "emotional_peak": 0.397}, "tags": [], "utility": 0.8062, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.02}}, {"step": 2, "scene_summary": "Episode 002 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.582, "plot_progress": 0.852, "female_agency": 0.864, "lore_density": 0.337, "trope_misunderstanding": 0.304, "emotional_peak": 0.707}, "tags": ["trope_misunderstanding"], "utility": 0.643, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.15}}, {"step": 3, "scene_summary": "Episode 002 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.576, "female_agency": 0.876, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.491}, "tags": [], "utility": 0.6941, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.99}}, {"step": 4, "scene_summary": "Episode 002 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.454, "female_agency": 0.675, "lore_density": 0.357, "trope_misunderstanding": 1.0, "emotional_peak": 0.546}, "tags": ["trope_misunderstanding"], "utility": 0.4081, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.69}}, {"step": 5, "scene_summary": "Episode 002 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.473, "plot_progress": 0.61, "female_agency": 0.51, "lore_density": 0.499, "trope_misunderstanding": 0.0, "emotional_peak": 0.806}, "tags": [], "utility": 0.8419, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.31}}], "trajectory": [{"step": 1, "scene_summary": "Episode 002 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.625, "plot_progress": 0.647, "female_agency": 0.547, "lore_density": 0.304, "trope_misunderstanding": 0.0, "emotional_peak": 0.397}, "tags": [], "utility": 0.8062, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.02}}, {"step": 2, "scene_summary": "Episode 002 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.582, "plot_progress": 0.852, "female_agency": 0.864, "lore_density": 0.337, "trope_misunderstanding": 0.304, "emotional_peak": 0.707}, "tags": ["trope_misunderstanding"], "utility": 0.643, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.15}}, {"step": 3, "scene_summary": "Episode 002 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.576, "female_agency": 0.876, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.491}, "tags": [], "utility": 0.6941, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.99}}, {"step": 4, "scene_summary": "Episode 002 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.454, "female_agency": 0.675, "lore_density": 0.357, "trope_misunderstanding": 1.0, "emotional_peak": 0.546}, "tags": ["trope_misunderstanding"], "utility": 0.4081, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.69}}, {"step": 5, "scene_summary": "Episode 002 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.473, "plot_progress": 0.61, "female_agency": 0.51, "lore_density": 0.499, "trope_misunderstanding": 0.0, "emotional_peak": 0.806}, "tags": [], "utility": 0.8419, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.31}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0002_trope_misunderstanding", "target_step": 4, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2756}]}
{"episode_id": "trace_0003", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 003 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.129, "plot_progress": 0.244, "female_agency": 0.603, "lore_density": 0.283, "trope_misunderstanding": 0.0, "emotional_peak": 0.556}, "tags": ["pacing"], "utility": 0.3996, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.39}}, {"step": 2, "scene_summary": "Episode 003 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.661, "plot_progress": 0.481, "female_agency": 0.758, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.629}, "tags": [], "utility": 0.7615, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.41}}, {"step": 3, "scene_summary": "Episode 003 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.568, "plot_progress": 0.586, "female_agency": 0.875, "lore_density": 0.404, "trope_misunderstanding": 0.0, "emotional_peak": 0.582}, "tags": [], "utility": 0.7842, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.23}}, {"step": 4, "scene_summary": "Episode 003 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.468, "female_agency": 0.552, "lore_density": 0.683, "trope_misunderstanding": 0.0, "emotional_peak": 0.41}, "tags": [], "utility": 0.8307, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.91}}], "trajectory": [{"step": 1, "scene_summary": "Episode 003 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.129, "plot_progress": 0.244, "female_agency": 0.603, "lore_density": 0.283, "trope_misunderstanding": 0.0, "emotional_peak": 0.556}, "tags": ["pacing"], "utility": 0.3996, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.39}}, {"step": 2, "scene_summary": "Episode 003 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.661, "plot_progress": 0.481, "female_agency": 0.758, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.629}, "tags": [], "utility": 0.7615, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.41}}, {"step": 3, "scene_summary": "Episode 003 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.568, "plot_progress": 0.586, "female_agency": 0.875, "lore_density": 0.404, "trope_misunderstanding": 0.0, "emotional_peak": 0.582}, "tags": [], "utility": 0.7842, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.23}}, {"step": 4, "scene_summary": "Episode 003 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.468, "female_agency": 0.552, "lore_density": 0.683, "trope_misunderstanding": 0.0, "emotional_peak": 0.41}, "tags": [], "utility": 0.8307, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.91}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0003_pacing", "target_step": 1, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2593}]}
{"episode_id": "trace_0004", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 004 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.704, "plot_progress": 0.822, "female_agency": 0.715, "lore_density": 0.275, "trope_misunderstanding": 0.0, "emotional_peak": 0.593}, "tags": ["lore_density"], "utility": 0.538, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.37}}, {"step": 2, "scene_summary": "Episode 004 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.43, "plot_progress": 0.53, "female_agency": 0.819, "lore_density": 0.423, "trope_misunderstanding": 0.0, "emotional_peak": 0.531}, "tags": ["pacing"], "utility": 0.619, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.29}}, {"step": 3, "scene_summary": "Episode 004 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.614, "plot_progress": 0.622, "female_agency": 0.718, "lore_density": 0.692, "trope_misunderstanding": 0.0, "emotional_peak": 0.601}, "tags": [], "utility": 0.7176, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.83}}, {"step": 4, "scene_summary": "Episode 004 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.128, "plot_progress": 0.269, "female_agency": 0.629, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.747}, "tags": ["pacing"], "utility": 0.3358, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.09}}, {"step": 5, "scene_summary": "Episode 004 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.492, "plot_progress": 0.763, "female_agency": 0.587, "lore_density": 0.298, "trope_misunderstanding": 0.0, "emotional_peak": 0.88}, "tags": ["female_agency"], "utility": 0.5667, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.4}}], "trajectory": [{"step": 1, "scene_summary": "Episode 004 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.704, "plot_progress": 0.822, "female_agency": 0.715, "lore_density": 0.275, "trope_misunderstanding": 0.0, "emotional_peak": 0.593}, "tags": ["lore_density"], "utility": 0.538, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.37}}, {"step": 2, "scene_summary": "Episode 004 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.43, "plot_progress": 0.53, "female_agency": 0.819, "lore_density": 0.423, "trope_misunderstanding": 0.0, "emotional_peak": 0.531}, "tags": ["pacing"], "utility": 0.619, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.29}}, {"step": 3, "scene_summary": "Episode 004 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.614, "plot_progress": 0.622, "female_agency": 0.718, "lore_density": 0.692, "trope_misunderstanding": 0.0, "emotional_peak": 0.601}, "tags": [], "utility": 0.7176, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.83}}, {"step": 4, "scene_summary": "Episode 004 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.128, "plot_progress": 0.269, "female_agency": 0.629, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.747}, "tags": ["pacing"], "utility": 0.3358, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.09}}, {"step": 5, "scene_summary": "Episode 004 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.492, "plot_progress": 0.763, "female_agency": 0.587, "lore_density": 0.298, "trope_misunderstanding": 0.0, "emotional_peak": 0.88}, "tags": ["female_agency"], "utility": 0.5667, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.4}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0004_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2034}]}
{"episode_id": "trace_0005", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 005 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.558, "plot_progress": 0.732, "female_agency": 0.465, "lore_density": 0.658, "trope_misunderstanding": 0.0, "emotional_peak": 0.764}, "tags": ["pacing"], "utility": 0.6294, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.66}}, {"step": 2, "scene_summary": "Episode 005 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.855, "female_agency": 0.546, "lore_density": 0.588, "trope_misunderstanding": 0.0, "emotional_peak": 0.448}, "tags": [], "utility": 0.8439, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.38}}, {"step": 3, "scene_summary": "Episode 005 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.593, "plot_progress": 0.691, "female_agency": 0.815, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.9}, "tags": [], "utility": 0.6302, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.69}}, {"step": 4, "scene_summary": "Episode 005 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.596, "plot_progress": 0.59, "female_agency": 0.74, "lore_density": 0.783, "trope_misunderstanding": 0.0, "emotional_peak": 0.518}, "tags": ["lore_density"], "utility": 0.5129, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.46}}, {"step": 5, "scene_summary": "Episode 005 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.593, "female_agency": 0.591, "lore_density": 0.537, "trope_misunderstanding": 0.0, "emotional_peak": 0.44}, "tags": [], "utility": 0.5912, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.28}}, {"step": 6, "scene_summary": "Episode 005 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.481, "female_agency": 0.617, "lore_density": 0.681, "trope_misunderstanding": 0.0, "emotional_peak": 0.472}, "tags": [], "utility": 0.706, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.42}}, {"step": 7, "scene_summary": "Episode 005 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.46, "plot_progress": 0.734, "female_agency": 0.737, "lore_density": 0.554, "trope_misunderstanding": 0.0, "emotional_peak": 0.545}, "tags": [], "utility": 0.7225, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.01}}], "trajectory": [{"step": 1, "scene_summary": "Episode 005 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.558, "plot_progress": 0.732, "female_agency": 0.465, "lore_density": 0.658, "trope_misunderstanding": 0.0, "emotional_peak": 0.764}, "tags": ["pacing"], "utility": 0.6294, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.66}}, {"step": 2, "scene_summary": "Episode 005 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.855, "female_agency": 0.546, "lore_density": 0.588, "trope_misunderstanding": 0.0, "emotional_peak": 0.448}, "tags": [], "utility": 0.8439, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.38}}, {"step": 3, "scene_summary": "Episode 005 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.593, "plot_progress": 0.691, "female_agency": 0.815, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.9}, "tags": [], "utility": 0.6302, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.69}}, {"step": 4, "scene_summary": "Episode 005 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.596, "plot_progress": 0.59, "female_agency": 0.74, "lore_density": 0.783, "trope_misunderstanding": 0.0, "emotional_peak": 0.518}, "tags": ["lore_density"], "utility": 0.5129, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.46}}, {"step": 5, "scene_summary": "Episode 005 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.593, "female_agency": 0.591, "lore_density": 0.537, "trope_misunderstanding": 0.0, "emotional_peak": 0.44}, "tags": [], "utility": 0.5912, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.28}}, {"step": 6, "scene_summary": "Episode 005 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.481, "female_agency": 0.617, "lore_density": 0.681, "trope_misunderstanding": 0.0, "emotional_peak": 0.472}, "tags": [], "utility": 0.706, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.42}}, {"step": 7, "scene_summary": "Episode 005 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.46, "plot_progress": 0.734, "female_agency": 0.737, "lore_density": 0.554, "trope_misunderstanding": 0.0, "emotional_peak": 0.545}, "tags": [], "utility": 0.7225, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.01}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0005_lore_density", "target_step": 4, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1694}]}
{"episode_id": "trace_0006", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 006 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.709, "plot_progress": 0.728, "female_agency": 0.618, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.5976, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.51}}, {"step": 2, "scene_summary": "Episode 006 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.647, "plot_progress": 0.799, "female_agency": 0.59, "lore_density": 0.643, "trope_misunderstanding": 0.0, "emotional_peak": 0.776}, "tags": [], "utility": 0.7754, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.92}}, {"step": 3, "scene_summary": "Episode 006 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.294, "plot_progress": 0.206, "female_agency": 0.879, "lore_density": 0.587, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": ["pacing"], "utility": 0.5188, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.68}}, {"step": 4, "scene_summary": "Episode 006 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.851, "female_agency": 0.586, "lore_density": 0.347, "trope_misunderstanding": 0.0, "emotional_peak": 0.834}, "tags": [], "utility": 0.818, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.45}}], "trajectory": [{"step": 1, "scene_summary": "Episode 006 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.709, "plot_progress": 0.728, "female_agency": 0.618, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.5976, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.51}}, {"step": 2, "scene_summary": "Episode 006 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.647, "plot_progress": 0.799, "female_agency": 0.59, "lore_density": 0.643, "trope_misunderstanding": 0.0, "emotional_peak": 0.776}, "tags": [], "utility": 0.7754, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.92}}, {"step": 3, "scene_summary": "Episode 006 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.294, "plot_progress": 0.206, "female_agency": 0.879, "lore_density": 0.587, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": ["pacing"], "utility": 0.5188, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.68}}, {"step": 4, "scene_summary": "Episode 006 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.851, "female_agency": 0.586, "lore_density": 0.347, "trope_misunderstanding": 0.0, "emotional_peak": 0.834}, "tags": [], "utility": 0.818, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.45}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0006_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2032}]}
{"episode_id": "trace_0007", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 007 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.818, "plot_progress": 0.749, "female_agency": 0.784, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.543}, "tags": [], "utility": 0.6951, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.02}}, {"step": 2, "scene_summary": "Episode 007 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.453, "female_agency": 0.629, "lore_density": 0.636, "trope_misunderstanding": 0.0, "emotional_peak": 0.861}, "tags": [], "utility": 0.8196, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.5}}, {"step": 3, "scene_summary": "Episode 007 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.721, "plot_progress": 0.556, "female_agency": 0.824, "lore_density": 0.301, "trope_misunderstanding": 0.0, "emotional_peak": 0.798}, "tags": ["female_agency"], "utility": 0.5669, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.41}}, {"step": 4, "scene_summary": "Episode 007 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.836, "plot_progress": 0.689, "female_agency": 0.826, "lore_density": 0.538, "trope_misunderstanding": 1.0, "emotional_peak": 0.48}, "tags": ["trope_misunderstanding"], "utility": 0.4634, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.68}}, {"step": 5, "scene_summary": "Episode 007 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.458, "plot_progress": 0.628, "female_agency": 0.544, "lore_density": 0.489, "trope_misunderstanding": 0.0, "emotional_peak": 0.565}, "tags": [], "utility": 0.823, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.63}}], "trajectory": [{"step": 1, "scene_summary": "Episode 007 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.818, "plot_progress": 0.749, "female_agency": 0.784, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.543}, "tags": [], "utility": 0.6951, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.02}}, {"step": 2, "scene_summary": "Episode 007 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.453, "female_agency": 0.629, "lore_density": 0.636, "trope_misunderstanding": 0.0, "emotional_peak": 0.861}, "tags": [], "utility": 0.8196, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.5}}, {"step": 3, "scene_summary": "Episode 007 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.721, "plot_progress": 0.556, "female_agency": 0.824, "lore_density": 0.301, "trope_misunderstanding": 0.0, "emotional_peak": 0.798}, "tags": ["female_agency"], "utility": 0.5669, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.41}}, {"step": 4, "scene_summary": "Episode 007 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.836, "plot_progress": 0.689, "female_agency": 0.826, "lore_density": 0.538, "trope_misunderstanding": 1.0, "emotional_peak": 0.48}, "tags": ["trope_misunderstanding"], "utility": 0.4634, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.68}}, {"step": 5, "scene_summary": "Episode 007 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.458, "plot_progress": 0.628, "female_agency": 0.544, "lore_density": 0.489, "trope_misunderstanding": 0.0, "emotional_peak": 0.565}, "tags": [], "utility": 0.823, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.63}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0007_trope_misunderstanding", "target_step": 4, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2636}]}
{"episode_id": "trace_0008", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 008 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.454, "female_agency": 0.594, "lore_density": 0.519, "trope_misunderstanding": 0.0, "emotional_peak": 0.399}, "tags": [], "utility": 0.7593, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.33}}, {"step": 2, "scene_summary": "Episode 008 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.762, "plot_progress": 0.866, "female_agency": 0.755, "lore_density": 0.34, "trope_misunderstanding": 0.406, "emotional_peak": 0.568}, "tags": ["female_agency", "trope_misunderstanding"], "utility": 0.4899, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.63}}, {"step": 3, "scene_summary": "Episode 008 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.674, "plot_progress": 0.687, "female_agency": 0.692, "lore_density": 0.279, "trope_misunderstanding": 0.0, "emotional_peak": 0.775}, "tags": [], "utility": 0.8488, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 4, "scene_summary": "Episode 008 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.825, "female_agency": 0.644, "lore_density": 0.613, "trope_misunderstanding": 1.0, "emotional_peak": 0.659}, "tags": ["trope_misunderstanding"], "utility": 0.4527, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.3}}, {"step": 5, "scene_summary": "Episode 008 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.568, "plot_progress": 0.841, "female_agency": 0.865, "lore_density": 0.378, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": ["pacing"], "utility": 0.6657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}], "trajectory": [{"step": 1, "scene_summary": "Episode 008 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.454, "female_agency": 0.594, "lore_density": 0.519, "trope_misunderstanding": 0.0, "emotional_peak": 0.399}, "tags": [], "utility": 0.7593, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.33}}, {"step": 2, "scene_summary": "Episode 008 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.762, "plot_progress": 0.866, "female_agency": 0.755, "lore_density": 0.34, "trope_misunderstanding": 0.406, "emotional_peak": 0.568}, "tags": ["female_agency", "trope_misunderstanding"], "utility": 0.4899, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.63}}, {"step": 3, "scene_summary": "Episode 008 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.674, "plot_progress": 0.687, "female_agency": 0.692, "lore_density": 0.279, "trope_misunderstanding": 0.0, "emotional_peak": 0.775}, "tags": [], "utility": 0.8488, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 4, "scene_summary": "Episode 008 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.825, "female_agency": 0.644, "lore_density": 0.613, "trope_misunderstanding": 1.0, "emotional_peak": 0.659}, "tags": ["trope_misunderstanding"], "utility": 0.4527, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.3}}, {"step": 5, "scene_summary": "Episode 008 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.568, "plot_progress": 0.841, "female_agency": 0.865, "lore_density": 0.378, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": ["pacing"], "utility": 0.6657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0008_trope_misunderstanding", "target_step": 4, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2886}]}
{"episode_id": "trace_0009", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 009 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.481, "plot_progress": 0.464, "female_agency": 0.818, "lore_density": 0.371, "trope_misunderstanding": 1.0, "emotional_peak": 0.844}, "tags": ["trope_misunderstanding"], "utility": 0.425, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.3}}, {"step": 2, "scene_summary": "Episode 009 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.72, "plot_progress": 0.772, "female_agency": 0.835, "lore_density": 0.416, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": [], "utility": 0.6657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}, {"step": 3, "scene_summary": "Episode 009 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.829, "female_agency": 0.518, "lore_density": 0.387, "trope_misunderstanding": 0.0, "emotional_peak": 0.5}, "tags": [], "utility": 0.6324, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.77}}, {"step": 4, "scene_summary": "Episode 009 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.656, "plot_progress": 0.491, "female_agency": 0.488, "lore_density": 0.415, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": [], "utility": 0.6465, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.27}}, {"step": 5, "scene_summary": "Episode 009 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.828, "plot_progress": 0.588, "female_agency": 0.609, "lore_density": 0.572, "trope_misunderstanding": 0.0, "emotional_peak": 0.573}, "tags": [], "utility": 0.8576, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.87}}, {"step": 6, "scene_summary": "Episode 009 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.834, "plot_progress": 0.55, "female_agency": 0.633, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": [], "utility": 0.6383, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.98}}], "trajectory": [{"step": 1, "scene_summary": "Episode 009 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.481, "plot_progress": 0.464, "female_agency": 0.818, "lore_density": 0.371, "trope_misunderstanding": 1.0, "emotional_peak": 0.844}, "tags": ["trope_misunderstanding"], "utility": 0.425, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.3}}, {"step": 2, "scene_summary": "Episode 009 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.72, "plot_progress": 0.772, "female_agency": 0.835, "lore_density": 0.416, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": [], "utility": 0.6657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}, {"step": 3, "scene_summary": "Episode 009 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.829, "female_agency": 0.518, "lore_density": 0.387, "trope_misunderstanding": 0.0, "emotional_peak": 0.5}, "tags": [], "utility": 0.6324, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.77}}, {"step": 4, "scene_summary": "Episode 009 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.656, "plot_progress": 0.491, "female_agency": 0.488, "lore_density": 0.415, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": [], "utility": 0.6465, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.27}}, {"step": 5, "scene_summary": "Episode 009 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.828, "plot_progress": 0.588, "female_agency": 0.609, "lore_density": 0.572, "trope_misunderstanding": 0.0, "emotional_peak": 0.573}, "tags": [], "utility": 0.8576, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.87}}, {"step": 6, "scene_summary": "Episode 009 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.834, "plot_progress": 0.55, "female_agency": 0.633, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": [], "utility": 0.6383, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.98}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0009_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.257}]}
{"episode_id": "trace_0010", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 010 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.632, "plot_progress": 0.681, "female_agency": 0.808, "lore_density": 0.656, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": [], "utility": 0.6603, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.77}}, {"step": 2, "scene_summary": "Episode 010 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.582, "plot_progress": 0.693, "female_agency": 0.517, "lore_density": 0.316, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.5918, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.3}}, {"step": 3, "scene_summary": "Episode 010 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.521, "plot_progress": 0.689, "female_agency": 0.682, "lore_density": 0.397, "trope_misunderstanding": 1.0, "emotional_peak": 0.817}, "tags": ["trope_misunderstanding"], "utility": 0.3271, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.77}}, {"step": 4, "scene_summary": "Episode 010 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.535, "plot_progress": 0.732, "female_agency": 0.527, "lore_density": 0.405, "trope_misunderstanding": 0.0, "emotional_peak": 0.889}, "tags": [], "utility": 0.6781, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.41}}, {"step": 5, "scene_summary": "Episode 010 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.838, "female_agency": 0.661, "lore_density": 0.374, "trope_misunderstanding": 0.0, "emotional_peak": 0.77}, "tags": [], "utility": 0.6122, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.04}}, {"step": 6, "scene_summary": "Episode 010 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.463, "plot_progress": 0.501, "female_agency": 0.874, "lore_density": 0.314, "trope_misunderstanding": 0.0, "emotional_peak": 0.731}, "tags": [], "utility": 0.8488, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 7, "scene_summary": "Episode 010 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.698, "plot_progress": 0.739, "female_agency": 0.521, "lore_density": 0.634, "trope_misunderstanding": 0.0, "emotional_peak": 0.41}, "tags": [], "utility": 0.5958, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.45}}], "trajectory": [{"step": 1, "scene_summary": "Episode 010 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.632, "plot_progress": 0.681, "female_agency": 0.808, "lore_density": 0.656, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": [], "utility": 0.6603, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.77}}, {"step": 2, "scene_summary": "Episode 010 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.582, "plot_progress": 0.693, "female_agency": 0.517, "lore_density": 0.316, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.5918, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.3}}, {"step": 3, "scene_summary": "Episode 010 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.521, "plot_progress": 0.689, "female_agency": 0.682, "lore_density": 0.397, "trope_misunderstanding": 1.0, "emotional_peak": 0.817}, "tags": ["trope_misunderstanding"], "utility": 0.3271, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.77}}, {"step": 4, "scene_summary": "Episode 010 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.535, "plot_progress": 0.732, "female_agency": 0.527, "lore_density": 0.405, "trope_misunderstanding": 0.0, "emotional_peak": 0.889}, "tags": [], "utility": 0.6781, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.41}}, {"step": 5, "scene_summary": "Episode 010 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.838, "female_agency": 0.661, "lore_density": 0.374, "trope_misunderstanding": 0.0, "emotional_peak": 0.77}, "tags": [], "utility": 0.6122, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.04}}, {"step": 6, "scene_summary": "Episode 010 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.463, "plot_progress": 0.501, "female_agency": 0.874, "lore_density": 0.314, "trope_misunderstanding": 0.0, "emotional_peak": 0.731}, "tags": [], "utility": 0.8488, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 7, "scene_summary": "Episode 010 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.698, "plot_progress": 0.739, "female_agency": 0.521, "lore_density": 0.634, "trope_misunderstanding": 0.0, "emotional_peak": 0.41}, "tags": [], "utility": 0.5958, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.45}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0010_trope_misunderstanding", "target_step": 3, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2425}]}
{"episode_id": "trace_0011", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 011 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.584, "plot_progress": 0.627, "female_agency": 0.194, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.38}, "tags": ["female_agency"], "utility": 0.5176, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.63}}, {"step": 2, "scene_summary": "Episode 011 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.531, "female_agency": 0.794, "lore_density": 0.405, "trope_misunderstanding": 0.0, "emotional_peak": 0.516}, "tags": [], "utility": 0.7726, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.81}}, {"step": 3, "scene_summary": "Episode 011 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.662, "plot_progress": 0.618, "female_agency": 0.767, "lore_density": 0.563, "trope_misunderstanding": 0.0, "emotional_peak": 0.887}, "tags": ["trope_misunderstanding"], "utility": 0.5486, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.75}}, {"step": 4, "scene_summary": "Episode 011 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.504, "plot_progress": 0.619, "female_agency": 0.5, "lore_density": 0.354, "trope_misunderstanding": 0.0, "emotional_peak": 0.802}, "tags": [], "utility": 0.7001, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.2}}], "trajectory": [{"step": 1, "scene_summary": "Episode 011 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.584, "plot_progress": 0.627, "female_agency": 0.194, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.38}, "tags": ["female_agency"], "utility": 0.5176, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.63}}, {"step": 2, "scene_summary": "Episode 011 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.531, "female_agency": 0.794, "lore_density": 0.405, "trope_misunderstanding": 0.0, "emotional_peak": 0.516}, "tags": [], "utility": 0.7726, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.81}}, {"step": 3, "scene_summary": "Episode 011 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.662, "plot_progress": 0.618, "female_agency": 0.767, "lore_density": 0.563, "trope_misunderstanding": 0.0, "emotional_peak": 0.887}, "tags": ["trope_misunderstanding"], "utility": 0.5486, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.75}}, {"step": 4, "scene_summary": "Episode 011 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.504, "plot_progress": 0.619, "female_agency": 0.5, "lore_density": 0.354, "trope_misunderstanding": 0.0, "emotional_peak": 0.802}, "tags": [], "utility": 0.7001, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.2}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0011_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1941}]}
{"episode_id": "trace_0012", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 012 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.814, "plot_progress": 0.824, "female_agency": 0.599, "lore_density": 0.677, "trope_misunderstanding": 0.0, "emotional_peak": 0.845}, "tags": [], "utility": 0.8305, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.9}}, {"step": 2, "scene_summary": "Episode 012 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.465, "plot_progress": 0.584, "female_agency": 0.474, "lore_density": 0.456, "trope_misunderstanding": 0.0, "emotional_peak": 0.499}, "tags": [], "utility": 0.7394, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.62}}, {"step": 3, "scene_summary": "Episode 012 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.533, "plot_progress": 0.591, "female_agency": 0.45, "lore_density": 0.636, "trope_misunderstanding": 0.0, "emotional_peak": 0.574}, "tags": ["female_agency"], "utility": 0.6521, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.48}}, {"step": 4, "scene_summary": "Episode 012 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.542, "plot_progress": 0.469, "female_agency": 0.263, "lore_density": 0.662, "trope_misunderstanding": 0.0, "emotional_peak": 0.784}, "tags": ["female_agency"], "utility": 0.4846, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.45}}, {"step": 5, "scene_summary": "Episode 012 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.697, "plot_progress": 0.49, "female_agency": 0.773, "lore_density": 0.503, "trope_misunderstanding": 0.0, "emotional_peak": 0.553}, "tags": [], "utility": 0.6883, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.78}}], "trajectory": [{"step": 1, "scene_summary": "Episode 012 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.814, "plot_progress": 0.824, "female_agency": 0.599, "lore_density": 0.677, "trope_misunderstanding": 0.0, "emotional_peak": 0.845}, "tags": [], "utility": 0.8305, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.9}}, {"step": 2, "scene_summary": "Episode 012 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.465, "plot_progress": 0.584, "female_agency": 0.474, "lore_density": 0.456, "trope_misunderstanding": 0.0, "emotional_peak": 0.499}, "tags": [], "utility": 0.7394, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.62}}, {"step": 3, "scene_summary": "Episode 012 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.533, "plot_progress": 0.591, "female_agency": 0.45, "lore_density": 0.636, "trope_misunderstanding": 0.0, "emotional_peak": 0.574}, "tags": ["female_agency"], "utility": 0.6521, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.48}}, {"step": 4, "scene_summary": "Episode 012 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.542, "plot_progress": 0.469, "female_agency": 0.263, "lore_density": 0.662, "trope_misunderstanding": 0.0, "emotional_peak": 0.784}, "tags": ["female_agency"], "utility": 0.4846, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.45}}, {"step": 5, "scene_summary": "Episode 012 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.697, "plot_progress": 0.49, "female_agency": 0.773, "lore_density": 0.503, "trope_misunderstanding": 0.0, "emotional_peak": 0.553}, "tags": [], "utility": 0.6883, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.78}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0012_female_agency", "target_step": 4, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2114}]}
{"episode_id": "trace_0013", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 013 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.768, "plot_progress": 0.454, "female_agency": 0.453, "lore_density": 0.41, "trope_misunderstanding": 0.0, "emotional_peak": 0.593}, "tags": [], "utility": 0.6936, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.97}}, {"step": 2, "scene_summary": "Episode 013 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.257, "plot_progress": 0.106, "female_agency": 0.702, "lore_density": 0.512, "trope_misunderstanding": 0.0, "emotional_peak": 0.624}, "tags": ["pacing"], "utility": 0.5379, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.36}}, {"step": 3, "scene_summary": "Episode 013 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.606, "female_agency": 0.846, "lore_density": 0.596, "trope_misunderstanding": 0.0, "emotional_peak": 0.397}, "tags": [], "utility": 0.5906, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.26}}, {"step": 4, "scene_summary": "Episode 013 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.67, "plot_progress": 0.816, "female_agency": 0.874, "lore_density": 0.608, "trope_misunderstanding": 0.0, "emotional_peak": 0.54}, "tags": [], "utility": 0.6707, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.15}}], "trajectory": [{"step": 1, "scene_summary": "Episode 013 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.768, "plot_progress": 0.454, "female_agency": 0.453, "lore_density": 0.41, "trope_misunderstanding": 0.0, "emotional_peak": 0.593}, "tags": [], "utility": 0.6936, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.97}}, {"step": 2, "scene_summary": "Episode 013 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.257, "plot_progress": 0.106, "female_agency": 0.702, "lore_density": 0.512, "trope_misunderstanding": 0.0, "emotional_peak": 0.624}, "tags": ["pacing"], "utility": 0.5379, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.36}}, {"step": 3, "scene_summary": "Episode 013 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.606, "female_agency": 0.846, "lore_density": 0.596, "trope_misunderstanding": 0.0, "emotional_peak": 0.397}, "tags": [], "utility": 0.5906, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.26}}, {"step": 4, "scene_summary": "Episode 013 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.67, "plot_progress": 0.816, "female_agency": 0.874, "lore_density": 0.608, "trope_misunderstanding": 0.0, "emotional_peak": 0.54}, "tags": [], "utility": 0.6707, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.15}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0013_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2326}]}
{"episode_id": "trace_0014", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 014 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.758, "plot_progress": 0.78, "female_agency": 0.719, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.742}, "tags": [], "utility": 0.7408, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.67}}, {"step": 2, "scene_summary": "Episode 014 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.855, "female_agency": 0.522, "lore_density": 0.654, "trope_misunderstanding": 0.0, "emotional_peak": 0.508}, "tags": [], "utility": 0.7785, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.03}}, {"step": 3, "scene_summary": "Episode 014 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.715, "plot_progress": 0.69, "female_agency": 0.582, "lore_density": 0.474, "trope_misunderstanding": 0.0, "emotional_peak": 0.627}, "tags": [], "utility": 0.7096, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.55}}, {"step": 4, "scene_summary": "Episode 014 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.457, "plot_progress": 0.55, "female_agency": 0.722, "lore_density": 0.682, "trope_misunderstanding": 0.0, "emotional_peak": 0.755}, "tags": ["lore_density"], "utility": 0.6104, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.97}}, {"step": 5, "scene_summary": "Episode 014 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.546, "plot_progress": 0.725, "female_agency": 0.885, "lore_density": 0.829, "trope_misunderstanding": 0.0, "emotional_peak": 0.749}, "tags": ["lore_density"], "utility": 0.4216, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.18}}, {"step": 6, "scene_summary": "Episode 014 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.494, "female_agency": 0.839, "lore_density": 0.504, "trope_misunderstanding": 0.0, "emotional_peak": 0.403}, "tags": [], "utility": 0.8174, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.43}}], "trajectory": [{"step": 1, "scene_summary": "Episode 014 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.758, "plot_progress": 0.78, "female_agency": 0.719, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.742}, "tags": [], "utility": 0.7408, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.67}}, {"step": 2, "scene_summary": "Episode 014 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.855, "female_agency": 0.522, "lore_density": 0.654, "trope_misunderstanding": 0.0, "emotional_peak": 0.508}, "tags": [], "utility": 0.7785, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.03}}, {"step": 3, "scene_summary": "Episode 014 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.715, "plot_progress": 0.69, "female_agency": 0.582, "lore_density": 0.474, "trope_misunderstanding": 0.0, "emotional_peak": 0.627}, "tags": [], "utility": 0.7096, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.55}}, {"step": 4, "scene_summary": "Episode 014 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.457, "plot_progress": 0.55, "female_agency": 0.722, "lore_density": 0.682, "trope_misunderstanding": 0.0, "emotional_peak": 0.755}, "tags": ["lore_density"], "utility": 0.6104, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.97}}, {"step": 5, "scene_summary": "Episode 014 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.546, "plot_progress": 0.725, "female_agency": 0.885, "lore_density": 0.829, "trope_misunderstanding": 0.0, "emotional_peak": 0.749}, "tags": ["lore_density"], "utility": 0.4216, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.18}}, {"step": 6, "scene_summary": "Episode 014 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.494, "female_agency": 0.839, "lore_density": 0.504, "trope_misunderstanding": 0.0, "emotional_peak": 0.403}, "tags": [], "utility": 0.8174, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.43}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [6]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0014_lore_density", "target_step": 5, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1744}]}
{"episode_id": "trace_0015", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 015 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.651, "plot_progress": 0.623, "female_agency": 0.774, "lore_density": 0.363, "trope_misunderstanding": 0.0, "emotional_peak": 0.728}, "tags": [], "utility": 0.8346, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.05}}, {"step": 2, "scene_summary": "Episode 015 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.479, "plot_progress": 0.436, "female_agency": 0.606, "lore_density": 0.581, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": ["pacing"], "utility": 0.6371, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.94}}, {"step": 3, "scene_summary": "Episode 015 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.297, "plot_progress": 0.259, "female_agency": 0.46, "lore_density": 0.379, "trope_misunderstanding": 0.0, "emotional_peak": 0.577}, "tags": ["pacing"], "utility": 0.3537, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.73}}, {"step": 4, "scene_summary": "Episode 015 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.635, "plot_progress": 0.753, "female_agency": 0.771, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.896}, "tags": [], "utility": 0.8186, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.47}}], "trajectory": [{"step": 1, "scene_summary": "Episode 015 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.651, "plot_progress": 0.623, "female_agency": 0.774, "lore_density": 0.363, "trope_misunderstanding": 0.0, "emotional_peak": 0.728}, "tags": [], "utility": 0.8346, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.05}}, {"step": 2, "scene_summary": "Episode 015 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.479, "plot_progress": 0.436, "female_agency": 0.606, "lore_density": 0.581, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": ["pacing"], "utility": 0.6371, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.94}}, {"step": 3, "scene_summary": "Episode 015 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.297, "plot_progress": 0.259, "female_agency": 0.46, "lore_density": 0.379, "trope_misunderstanding": 0.0, "emotional_peak": 0.577}, "tags": ["pacing"], "utility": 0.3537, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.73}}, {"step": 4, "scene_summary": "Episode 015 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.635, "plot_progress": 0.753, "female_agency": 0.771, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.896}, "tags": [], "utility": 0.8186, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.47}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0015_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.24}]}
{"episode_id": "trace_0016", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 016 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.396, "female_agency": 0.621, "lore_density": 0.612, "trope_misunderstanding": 0.0, "emotional_peak": 0.663}, "tags": ["pacing"], "utility": 0.8094, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.14}}, {"step": 2, "scene_summary": "Episode 016 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.521, "plot_progress": 0.681, "female_agency": 0.792, "lore_density": 0.462, "trope_misunderstanding": 0.0, "emotional_peak": 0.828}, "tags": [], "utility": 0.7242, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.07}}, {"step": 3, "scene_summary": "Episode 016 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.235, "plot_progress": 0.14, "female_agency": 0.894, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.744}, "tags": ["pacing"], "utility": 0.4556, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.4}}, {"step": 4, "scene_summary": "Episode 016 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.762, "plot_progress": 0.539, "female_agency": 0.747, "lore_density": 0.277, "trope_misunderstanding": 0.0, "emotional_peak": 0.819}, "tags": [], "utility": 0.832, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.95}}, {"step": 5, "scene_summary": "Episode 016 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.806, "female_agency": 0.626, "lore_density": 0.525, "trope_misunderstanding": 0.0, "emotional_peak": 0.357}, "tags": [], "utility": 0.6682, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.05}}], "trajectory": [{"step": 1, "scene_summary": "Episode 016 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.396, "female_agency": 0.621, "lore_density": 0.612, "trope_misunderstanding": 0.0, "emotional_peak": 0.663}, "tags": ["pacing"], "utility": 0.8094, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.14}}, {"step": 2, "scene_summary": "Episode 016 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.521, "plot_progress": 0.681, "female_agency": 0.792, "lore_density": 0.462, "trope_misunderstanding": 0.0, "emotional_peak": 0.828}, "tags": [], "utility": 0.7242, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.07}}, {"step": 3, "scene_summary": "Episode 016 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.235, "plot_progress": 0.14, "female_agency": 0.894, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.744}, "tags": ["pacing"], "utility": 0.4556, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.4}}, {"step": 4, "scene_summary": "Episode 016 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.762, "plot_progress": 0.539, "female_agency": 0.747, "lore_density": 0.277, "trope_misunderstanding": 0.0, "emotional_peak": 0.819}, "tags": [], "utility": 0.832, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.95}}, {"step": 5, "scene_summary": "Episode 016 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.806, "female_agency": 0.626, "lore_density": 0.525, "trope_misunderstanding": 0.0, "emotional_peak": 0.357}, "tags": [], "utility": 0.6682, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.05}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4, 5]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0016_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.219}]}
{"episode_id": "trace_0017", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 017 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.571, "plot_progress": 0.677, "female_agency": 0.721, "lore_density": 0.537, "trope_misunderstanding": 0.0, "emotional_peak": 0.715}, "tags": [], "utility": 0.6551, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.58}}, {"step": 2, "scene_summary": "Episode 017 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.461, "plot_progress": 0.502, "female_agency": 0.589, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.76}, "tags": [], "utility": 0.6008, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.63}}, {"step": 3, "scene_summary": "Episode 017 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.561, "plot_progress": 0.679, "female_agency": 0.793, "lore_density": 0.646, "trope_misunderstanding": 0.0, "emotional_peak": 0.85}, "tags": [], "utility": 0.6045, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.76}}, {"step": 4, "scene_summary": "Episode 017 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.701, "plot_progress": 0.476, "female_agency": 0.568, "lore_density": 0.611, "trope_misunderstanding": 0.0, "emotional_peak": 0.851}, "tags": ["female_agency", "lore_density"], "utility": 0.4437, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.97}}, {"step": 5, "scene_summary": "Episode 017 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.624, "plot_progress": 0.479, "female_agency": 0.483, "lore_density": 0.439, "trope_misunderstanding": 0.0, "emotional_peak": 0.887}, "tags": [], "utility": 0.8591, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.93}}, {"step": 6, "scene_summary": "Episode 017 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.532, "plot_progress": 0.47, "female_agency": 0.796, "lore_density": 0.941, "trope_misunderstanding": 0.0, "emotional_peak": 0.766}, "tags": ["lore_density"], "utility": 0.3927, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.14}}, {"step": 7, "scene_summary": "Episode 017 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.703, "plot_progress": 0.625, "female_agency": 0.901, "lore_density": 0.494, "trope_misunderstanding": 0.0, "emotional_peak": 0.632}, "tags": [], "utility": 0.7271, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.17}}], "trajectory": [{"step": 1, "scene_summary": "Episode 017 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.571, "plot_progress": 0.677, "female_agency": 0.721, "lore_density": 0.537, "trope_misunderstanding": 0.0, "emotional_peak": 0.715}, "tags": [], "utility": 0.6551, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.58}}, {"step": 2, "scene_summary": "Episode 017 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.461, "plot_progress": 0.502, "female_agency": 0.589, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.76}, "tags": [], "utility": 0.6008, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.63}}, {"step": 3, "scene_summary": "Episode 017 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.561, "plot_progress": 0.679, "female_agency": 0.793, "lore_density": 0.646, "trope_misunderstanding": 0.0, "emotional_peak": 0.85}, "tags": [], "utility": 0.6045, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.76}}, {"step": 4, "scene_summary": "Episode 017 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.701, "plot_progress": 0.476, "female_agency": 0.568, "lore_density": 0.611, "trope_misunderstanding": 0.0, "emotional_peak": 0.851}, "tags": ["female_agency", "lore_density"], "utility": 0.4437, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.97}}, {"step": 5, "scene_summary": "Episode 017 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.624, "plot_progress": 0.479, "female_agency": 0.483, "lore_density": 0.439, "trope_misunderstanding": 0.0, "emotional_peak": 0.887}, "tags": [], "utility": 0.8591, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.93}}, {"step": 6, "scene_summary": "Episode 017 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.532, "plot_progress": 0.47, "female_agency": 0.796, "lore_density": 0.941, "trope_misunderstanding": 0.0, "emotional_peak": 0.766}, "tags": ["lore_density"], "utility": 0.3927, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.14}}, {"step": 7, "scene_summary": "Episode 017 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.703, "plot_progress": 0.625, "female_agency": 0.901, "lore_density": 0.494, "trope_misunderstanding": 0.0, "emotional_peak": 0.632}, "tags": [], "utility": 0.7271, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.17}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [7]}, "gold_credit_assignment": {"culprit_step": 6, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 6."}, "counterfactual_repairs": [{"repair_id": "repair_0017_lore_density", "target_step": 6, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1506}]}
{"episode_id": "trace_0018", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 018 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.696, "female_agency": 0.912, "lore_density": 0.651, "trope_misunderstanding": 0.0, "emotional_peak": 0.739}, "tags": [], "utility": 0.7782, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.02}}, {"step": 2, "scene_summary": "Episode 018 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.613, "female_agency": 0.837, "lore_density": 0.611, "trope_misunderstanding": 0.352, "emotional_peak": 0.767}, "tags": ["trope_misunderstanding"], "utility": 0.7525, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.09}}, {"step": 3, "scene_summary": "Episode 018 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.61, "female_agency": 0.89, "lore_density": 0.62, "trope_misunderstanding": 0.382, "emotional_peak": 0.598}, "tags": ["trope_misunderstanding"], "utility": 0.5379, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.37}}, {"step": 4, "scene_summary": "Episode 018 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.796, "female_agency": 0.809, "lore_density": 0.465, "trope_misunderstanding": 1.0, "emotional_peak": 0.859}, "tags": ["trope_misunderstanding"], "utility": 0.2528, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 15.1}}, {"step": 5, "scene_summary": "Episode 018 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.821, "female_agency": 0.853, "lore_density": 0.31, "trope_misunderstanding": 0.0, "emotional_peak": 0.519}, "tags": [], "utility": 0.79, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.44}}, {"step": 6, "scene_summary": "Episode 018 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.806, "plot_progress": 0.555, "female_agency": 0.914, "lore_density": 0.607, "trope_misunderstanding": 0.0, "emotional_peak": 0.811}, "tags": [], "utility": 0.5928, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.34}}, {"step": 7, "scene_summary": "Episode 018 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.67, "plot_progress": 0.848, "female_agency": 0.545, "lore_density": 0.496, "trope_misunderstanding": 0.0, "emotional_peak": 0.625}, "tags": [], "utility": 0.6415, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.1}}], "trajectory": [{"step": 1, "scene_summary": "Episode 018 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.696, "female_agency": 0.912, "lore_density": 0.651, "trope_misunderstanding": 0.0, "emotional_peak": 0.739}, "tags": [], "utility": 0.7782, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.02}}, {"step": 2, "scene_summary": "Episode 018 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.613, "female_agency": 0.837, "lore_density": 0.611, "trope_misunderstanding": 0.352, "emotional_peak": 0.767}, "tags": ["trope_misunderstanding"], "utility": 0.7525, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.09}}, {"step": 3, "scene_summary": "Episode 018 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.61, "female_agency": 0.89, "lore_density": 0.62, "trope_misunderstanding": 0.382, "emotional_peak": 0.598}, "tags": ["trope_misunderstanding"], "utility": 0.5379, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.37}}, {"step": 4, "scene_summary": "Episode 018 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.796, "female_agency": 0.809, "lore_density": 0.465, "trope_misunderstanding": 1.0, "emotional_peak": 0.859}, "tags": ["trope_misunderstanding"], "utility": 0.2528, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 15.1}}, {"step": 5, "scene_summary": "Episode 018 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.821, "female_agency": 0.853, "lore_density": 0.31, "trope_misunderstanding": 0.0, "emotional_peak": 0.519}, "tags": [], "utility": 0.79, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.44}}, {"step": 6, "scene_summary": "Episode 018 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.806, "plot_progress": 0.555, "female_agency": 0.914, "lore_density": 0.607, "trope_misunderstanding": 0.0, "emotional_peak": 0.811}, "tags": [], "utility": 0.5928, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.34}}, {"step": 7, "scene_summary": "Episode 018 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.67, "plot_progress": 0.848, "female_agency": 0.545, "lore_density": 0.496, "trope_misunderstanding": 0.0, "emotional_peak": 0.625}, "tags": [], "utility": 0.6415, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.1}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0018_trope_misunderstanding", "target_step": 4, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2526}]}
{"episode_id": "trace_0019", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 019 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.601, "female_agency": 0.652, "lore_density": 0.282, "trope_misunderstanding": 1.0, "emotional_peak": 0.407}, "tags": ["trope_misunderstanding"], "utility": 0.4318, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.54}}, {"step": 2, "scene_summary": "Episode 019 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.531, "plot_progress": 0.805, "female_agency": 0.453, "lore_density": 0.576, "trope_misunderstanding": 0.0, "emotional_peak": 0.855}, "tags": [], "utility": 0.7675, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.63}}, {"step": 3, "scene_summary": "Episode 019 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.785, "plot_progress": 0.666, "female_agency": 0.862, "lore_density": 0.661, "trope_misunderstanding": 0.0, "emotional_peak": 0.488}, "tags": ["female_agency"], "utility": 0.6657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}, {"step": 4, "scene_summary": "Episode 019 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.691, "female_agency": 0.773, "lore_density": 0.517, "trope_misunderstanding": 0.0, "emotional_peak": 0.885}, "tags": [], "utility": 0.7383, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.58}}, {"step": 5, "scene_summary": "Episode 019 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.573, "plot_progress": 0.827, "female_agency": 0.613, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.416}, "tags": [], "utility": 0.6408, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.07}}, {"step": 6, "scene_summary": "Episode 019 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.508, "plot_progress": 0.472, "female_agency": 0.626, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.78}, "tags": [], "utility": 0.6575, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.67}}, {"step": 7, "scene_summary": "Episode 019 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.459, "female_agency": 0.776, "lore_density": 0.264, "trope_misunderstanding": 0.0, "emotional_peak": 0.668}, "tags": ["pacing"], "utility": 0.6119, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.03}}], "trajectory": [{"step": 1, "scene_summary": "Episode 019 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.601, "female_agency": 0.652, "lore_density": 0.282, "trope_misunderstanding": 1.0, "emotional_peak": 0.407}, "tags": ["trope_misunderstanding"], "utility": 0.4318, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.54}}, {"step": 2, "scene_summary": "Episode 019 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.531, "plot_progress": 0.805, "female_agency": 0.453, "lore_density": 0.576, "trope_misunderstanding": 0.0, "emotional_peak": 0.855}, "tags": [], "utility": 0.7675, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.63}}, {"step": 3, "scene_summary": "Episode 019 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.785, "plot_progress": 0.666, "female_agency": 0.862, "lore_density": 0.661, "trope_misunderstanding": 0.0, "emotional_peak": 0.488}, "tags": ["female_agency"], "utility": 0.6657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}, {"step": 4, "scene_summary": "Episode 019 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.691, "female_agency": 0.773, "lore_density": 0.517, "trope_misunderstanding": 0.0, "emotional_peak": 0.885}, "tags": [], "utility": 0.7383, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.58}}, {"step": 5, "scene_summary": "Episode 019 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.573, "plot_progress": 0.827, "female_agency": 0.613, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.416}, "tags": [], "utility": 0.6408, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.07}}, {"step": 6, "scene_summary": "Episode 019 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.508, "plot_progress": 0.472, "female_agency": 0.626, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.78}, "tags": [], "utility": 0.6575, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.67}}, {"step": 7, "scene_summary": "Episode 019 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.459, "female_agency": 0.776, "lore_density": 0.264, "trope_misunderstanding": 0.0, "emotional_peak": 0.668}, "tags": ["pacing"], "utility": 0.6119, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.03}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0019_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2768}]}
{"episode_id": "trace_0020", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 020 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.69, "plot_progress": 0.458, "female_agency": 0.817, "lore_density": 0.321, "trope_misunderstanding": 1.0, "emotional_peak": 0.783}, "tags": ["trope_misunderstanding"], "utility": 0.3949, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.22}}, {"step": 2, "scene_summary": "Episode 020 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.648, "plot_progress": 0.726, "female_agency": 0.721, "lore_density": 0.366, "trope_misunderstanding": 0.0, "emotional_peak": 0.602}, "tags": ["female_agency"], "utility": 0.6899, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.84}}, {"step": 3, "scene_summary": "Episode 020 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.752, "plot_progress": 0.606, "female_agency": 0.731, "lore_density": 0.536, "trope_misunderstanding": 0.0, "emotional_peak": 0.465}, "tags": [], "utility": 0.7204, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.94}}, {"step": 4, "scene_summary": "Episode 020 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.458, "female_agency": 0.765, "lore_density": 0.337, "trope_misunderstanding": 0.0, "emotional_peak": 0.504}, "tags": [], "utility": 0.638, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.97}}, {"step": 5, "scene_summary": "Episode 020 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.459, "plot_progress": 0.711, "female_agency": 0.883, "lore_density": 0.361, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": [], "utility": 0.6323, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.76}}, {"step": 6, "scene_summary": "Episode 020 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.505, "plot_progress": 0.624, "female_agency": 0.847, "lore_density": 0.432, "trope_misunderstanding": 0.0, "emotional_peak": 0.483}, "tags": ["female_agency"], "utility": 0.6455, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.24}}, {"step": 7, "scene_summary": "Episode 020 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.62, "plot_progress": 0.678, "female_agency": 0.812, "lore_density": 0.276, "trope_misunderstanding": 0.0, "emotional_peak": 0.74}, "tags": [], "utility": 0.8257, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.73}}], "trajectory": [{"step": 1, "scene_summary": "Episode 020 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.69, "plot_progress": 0.458, "female_agency": 0.817, "lore_density": 0.321, "trope_misunderstanding": 1.0, "emotional_peak": 0.783}, "tags": ["trope_misunderstanding"], "utility": 0.3949, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.22}}, {"step": 2, "scene_summary": "Episode 020 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.648, "plot_progress": 0.726, "female_agency": 0.721, "lore_density": 0.366, "trope_misunderstanding": 0.0, "emotional_peak": 0.602}, "tags": ["female_agency"], "utility": 0.6899, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.84}}, {"step": 3, "scene_summary": "Episode 020 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.752, "plot_progress": 0.606, "female_agency": 0.731, "lore_density": 0.536, "trope_misunderstanding": 0.0, "emotional_peak": 0.465}, "tags": [], "utility": 0.7204, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.94}}, {"step": 4, "scene_summary": "Episode 020 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.458, "female_agency": 0.765, "lore_density": 0.337, "trope_misunderstanding": 0.0, "emotional_peak": 0.504}, "tags": [], "utility": 0.638, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.97}}, {"step": 5, "scene_summary": "Episode 020 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.459, "plot_progress": 0.711, "female_agency": 0.883, "lore_density": 0.361, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": [], "utility": 0.6323, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.76}}, {"step": 6, "scene_summary": "Episode 020 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.505, "plot_progress": 0.624, "female_agency": 0.847, "lore_density": 0.432, "trope_misunderstanding": 0.0, "emotional_peak": 0.483}, "tags": ["female_agency"], "utility": 0.6455, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.24}}, {"step": 7, "scene_summary": "Episode 020 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.62, "plot_progress": 0.678, "female_agency": 0.812, "lore_density": 0.276, "trope_misunderstanding": 0.0, "emotional_peak": 0.74}, "tags": [], "utility": 0.8257, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.73}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0020_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2494}]}
{"episode_id": "trace_0021", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 021 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.52, "plot_progress": 0.592, "female_agency": 0.8, "lore_density": 0.644, "trope_misunderstanding": 0.0, "emotional_peak": 0.411}, "tags": [], "utility": 0.8595, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.94}}, {"step": 2, "scene_summary": "Episode 021 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.736, "female_agency": 0.54, "lore_density": 0.301, "trope_misunderstanding": 0.0, "emotional_peak": 0.54}, "tags": [], "utility": 0.7436, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.77}}, {"step": 3, "scene_summary": "Episode 021 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.687, "plot_progress": 0.598, "female_agency": 0.779, "lore_density": 0.462, "trope_misunderstanding": 0.0, "emotional_peak": 0.747}, "tags": [], "utility": 0.8271, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.78}}, {"step": 4, "scene_summary": "Episode 021 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.69, "plot_progress": 0.646, "female_agency": 0.707, "lore_density": 0.915, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": ["lore_density"], "utility": 0.3438, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.38}}, {"step": 5, "scene_summary": "Episode 021 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.508, "plot_progress": 0.481, "female_agency": 0.457, "lore_density": 0.355, "trope_misunderstanding": 0.0, "emotional_peak": 0.82}, "tags": [], "utility": 0.692, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.91}}, {"step": 6, "scene_summary": "Episode 021 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.572, "plot_progress": 0.6, "female_agency": 0.514, "lore_density": 0.523, "trope_misunderstanding": 0.0, "emotional_peak": 0.358}, "tags": [], "utility": 0.7309, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.31}}, {"step": 7, "scene_summary": "Episode 021 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.486, "female_agency": 0.739, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.684}, "tags": [], "utility": 0.8421, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.32}}], "trajectory": [{"step": 1, "scene_summary": "Episode 021 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.52, "plot_progress": 0.592, "female_agency": 0.8, "lore_density": 0.644, "trope_misunderstanding": 0.0, "emotional_peak": 0.411}, "tags": [], "utility": 0.8595, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.94}}, {"step": 2, "scene_summary": "Episode 021 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.736, "female_agency": 0.54, "lore_density": 0.301, "trope_misunderstanding": 0.0, "emotional_peak": 0.54}, "tags": [], "utility": 0.7436, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.77}}, {"step": 3, "scene_summary": "Episode 021 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.687, "plot_progress": 0.598, "female_agency": 0.779, "lore_density": 0.462, "trope_misunderstanding": 0.0, "emotional_peak": 0.747}, "tags": [], "utility": 0.8271, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.78}}, {"step": 4, "scene_summary": "Episode 021 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.69, "plot_progress": 0.646, "female_agency": 0.707, "lore_density": 0.915, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": ["lore_density"], "utility": 0.3438, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.38}}, {"step": 5, "scene_summary": "Episode 021 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.508, "plot_progress": 0.481, "female_agency": 0.457, "lore_density": 0.355, "trope_misunderstanding": 0.0, "emotional_peak": 0.82}, "tags": [], "utility": 0.692, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.91}}, {"step": 6, "scene_summary": "Episode 021 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.572, "plot_progress": 0.6, "female_agency": 0.514, "lore_density": 0.523, "trope_misunderstanding": 0.0, "emotional_peak": 0.358}, "tags": [], "utility": 0.7309, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.31}}, {"step": 7, "scene_summary": "Episode 021 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.486, "female_agency": 0.739, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.684}, "tags": [], "utility": 0.8421, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.32}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0021_lore_density", "target_step": 4, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1549}]}
{"episode_id": "trace_0022", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 022 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.768, "plot_progress": 0.779, "female_agency": 0.839, "lore_density": 0.903, "trope_misunderstanding": 0.0, "emotional_peak": 0.838}, "tags": ["lore_density"], "utility": 0.3851, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.86}}, {"step": 2, "scene_summary": "Episode 022 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.469, "female_agency": 0.827, "lore_density": 0.284, "trope_misunderstanding": 0.0, "emotional_peak": 0.524}, "tags": [], "utility": 0.8037, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.93}}, {"step": 3, "scene_summary": "Episode 022 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.829, "plot_progress": 0.667, "female_agency": 0.667, "lore_density": 0.312, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": [], "utility": 0.8364, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.11}}, {"step": 4, "scene_summary": "Episode 022 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.663, "plot_progress": 0.808, "female_agency": 0.569, "lore_density": 0.604, "trope_misunderstanding": 0.0, "emotional_peak": 0.62}, "tags": ["female_agency"], "utility": 0.6172, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.22}}, {"step": 5, "scene_summary": "Episode 022 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.535, "female_agency": 0.655, "lore_density": 0.318, "trope_misunderstanding": 0.0, "emotional_peak": 0.449}, "tags": [], "utility": 0.6823, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.56}}, {"step": 6, "scene_summary": "Episode 022 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.808, "plot_progress": 0.788, "female_agency": 0.69, "lore_density": 0.662, "trope_misunderstanding": 0.0, "emotional_peak": 0.826}, "tags": ["pacing"], "utility": 0.8257, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.73}}], "trajectory": [{"step": 1, "scene_summary": "Episode 022 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.768, "plot_progress": 0.779, "female_agency": 0.839, "lore_density": 0.903, "trope_misunderstanding": 0.0, "emotional_peak": 0.838}, "tags": ["lore_density"], "utility": 0.3851, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.86}}, {"step": 2, "scene_summary": "Episode 022 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.469, "female_agency": 0.827, "lore_density": 0.284, "trope_misunderstanding": 0.0, "emotional_peak": 0.524}, "tags": [], "utility": 0.8037, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.93}}, {"step": 3, "scene_summary": "Episode 022 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.829, "plot_progress": 0.667, "female_agency": 0.667, "lore_density": 0.312, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": [], "utility": 0.8364, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.11}}, {"step": 4, "scene_summary": "Episode 022 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.663, "plot_progress": 0.808, "female_agency": 0.569, "lore_density": 0.604, "trope_misunderstanding": 0.0, "emotional_peak": 0.62}, "tags": ["female_agency"], "utility": 0.6172, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.22}}, {"step": 5, "scene_summary": "Episode 022 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.535, "female_agency": 0.655, "lore_density": 0.318, "trope_misunderstanding": 0.0, "emotional_peak": 0.449}, "tags": [], "utility": 0.6823, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.56}}, {"step": 6, "scene_summary": "Episode 022 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.808, "plot_progress": 0.788, "female_agency": 0.69, "lore_density": 0.662, "trope_misunderstanding": 0.0, "emotional_peak": 0.826}, "tags": ["pacing"], "utility": 0.8257, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.73}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0022_lore_density", "target_step": 1, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1656}]}
{"episode_id": "trace_0023", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 023 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.62, "female_agency": 0.653, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.881}, "tags": [], "utility": 0.6955, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.04}}, {"step": 2, "scene_summary": "Episode 023 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.214, "plot_progress": 0.296, "female_agency": 0.593, "lore_density": 0.344, "trope_misunderstanding": 0.0, "emotional_peak": 0.702}, "tags": ["pacing"], "utility": 0.358, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.89}}, {"step": 3, "scene_summary": "Episode 023 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.597, "plot_progress": 0.635, "female_agency": 0.79, "lore_density": 0.69, "trope_misunderstanding": 0.0, "emotional_peak": 0.366}, "tags": [], "utility": 0.7951, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.62}}, {"step": 4, "scene_summary": "Episode 023 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.685, "female_agency": 0.89, "lore_density": 0.494, "trope_misunderstanding": 0.0, "emotional_peak": 0.458}, "tags": [], "utility": 0.644, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.18}}], "trajectory": [{"step": 1, "scene_summary": "Episode 023 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.62, "female_agency": 0.653, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.881}, "tags": [], "utility": 0.6955, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.04}}, {"step": 2, "scene_summary": "Episode 023 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.214, "plot_progress": 0.296, "female_agency": 0.593, "lore_density": 0.344, "trope_misunderstanding": 0.0, "emotional_peak": 0.702}, "tags": ["pacing"], "utility": 0.358, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.89}}, {"step": 3, "scene_summary": "Episode 023 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.597, "plot_progress": 0.635, "female_agency": 0.79, "lore_density": 0.69, "trope_misunderstanding": 0.0, "emotional_peak": 0.366}, "tags": [], "utility": 0.7951, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.62}}, {"step": 4, "scene_summary": "Episode 023 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.685, "female_agency": 0.89, "lore_density": 0.494, "trope_misunderstanding": 0.0, "emotional_peak": 0.458}, "tags": [], "utility": 0.644, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.18}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0023_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2134}]}
{"episode_id": "trace_0024", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 024 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.546, "female_agency": 0.563, "lore_density": 0.506, "trope_misunderstanding": 0.0, "emotional_peak": 0.374}, "tags": ["female_agency"], "utility": 0.5864, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.11}}, {"step": 2, "scene_summary": "Episode 024 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.639, "plot_progress": 0.507, "female_agency": 0.659, "lore_density": 0.482, "trope_misunderstanding": 0.0, "emotional_peak": 0.469}, "tags": [], "utility": 0.728, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.21}}, {"step": 3, "scene_summary": "Episode 024 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.583, "plot_progress": 0.787, "female_agency": 0.368, "lore_density": 0.561, "trope_misunderstanding": 0.0, "emotional_peak": 0.64}, "tags": ["female_agency"], "utility": 0.4464, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.07}}, {"step": 4, "scene_summary": "Episode 024 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.752, "female_agency": 0.477, "lore_density": 0.63, "trope_misunderstanding": 0.0, "emotional_peak": 0.439}, "tags": [], "utility": 0.658, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.69}}], "trajectory": [{"step": 1, "scene_summary": "Episode 024 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.546, "female_agency": 0.563, "lore_density": 0.506, "trope_misunderstanding": 0.0, "emotional_peak": 0.374}, "tags": ["female_agency"], "utility": 0.5864, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.11}}, {"step": 2, "scene_summary": "Episode 024 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.639, "plot_progress": 0.507, "female_agency": 0.659, "lore_density": 0.482, "trope_misunderstanding": 0.0, "emotional_peak": 0.469}, "tags": [], "utility": 0.728, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.21}}, {"step": 3, "scene_summary": "Episode 024 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.583, "plot_progress": 0.787, "female_agency": 0.368, "lore_density": 0.561, "trope_misunderstanding": 0.0, "emotional_peak": 0.64}, "tags": ["female_agency"], "utility": 0.4464, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.07}}, {"step": 4, "scene_summary": "Episode 024 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.752, "female_agency": 0.477, "lore_density": 0.63, "trope_misunderstanding": 0.0, "emotional_peak": 0.439}, "tags": [], "utility": 0.658, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.69}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0024_female_agency", "target_step": 3, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.185}]}
{"episode_id": "trace_0025", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 025 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.817, "plot_progress": 0.807, "female_agency": 0.647, "lore_density": 0.501, "trope_misunderstanding": 0.0, "emotional_peak": 0.487}, "tags": [], "utility": 0.8459, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.45}}, {"step": 2, "scene_summary": "Episode 025 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.538, "plot_progress": 0.718, "female_agency": 0.518, "lore_density": 0.654, "trope_misunderstanding": 0.0, "emotional_peak": 0.573}, "tags": ["female_agency"], "utility": 0.5594, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.14}}, {"step": 3, "scene_summary": "Episode 025 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.588, "female_agency": 0.608, "lore_density": 0.459, "trope_misunderstanding": 0.0, "emotional_peak": 0.522}, "tags": ["pacing"], "utility": 0.6532, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.52}}, {"step": 4, "scene_summary": "Episode 025 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.611, "plot_progress": 0.88, "female_agency": 0.831, "lore_density": 0.396, "trope_misunderstanding": 0.0, "emotional_peak": 0.683}, "tags": ["lore_density"], "utility": 0.7724, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.81}}, {"step": 5, "scene_summary": "Episode 025 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.612, "plot_progress": 0.84, "female_agency": 0.583, "lore_density": 0.538, "trope_misunderstanding": 1.0, "emotional_peak": 0.777}, "tags": ["trope_misunderstanding"], "utility": 0.3597, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.95}}, {"step": 6, "scene_summary": "Episode 025 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.764, "plot_progress": 0.853, "female_agency": 0.616, "lore_density": 0.611, "trope_misunderstanding": 0.0, "emotional_peak": 0.409}, "tags": ["lore_density"], "utility": 0.6466, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.28}}, {"step": 7, "scene_summary": "Episode 025 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.824, "plot_progress": 0.736, "female_agency": 0.543, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.445}, "tags": [], "utility": 0.599, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.57}}], "trajectory": [{"step": 1, "scene_summary": "Episode 025 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.817, "plot_progress": 0.807, "female_agency": 0.647, "lore_density": 0.501, "trope_misunderstanding": 0.0, "emotional_peak": 0.487}, "tags": [], "utility": 0.8459, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.45}}, {"step": 2, "scene_summary": "Episode 025 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.538, "plot_progress": 0.718, "female_agency": 0.518, "lore_density": 0.654, "trope_misunderstanding": 0.0, "emotional_peak": 0.573}, "tags": ["female_agency"], "utility": 0.5594, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.14}}, {"step": 3, "scene_summary": "Episode 025 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.588, "female_agency": 0.608, "lore_density": 0.459, "trope_misunderstanding": 0.0, "emotional_peak": 0.522}, "tags": ["pacing"], "utility": 0.6532, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.52}}, {"step": 4, "scene_summary": "Episode 025 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.611, "plot_progress": 0.88, "female_agency": 0.831, "lore_density": 0.396, "trope_misunderstanding": 0.0, "emotional_peak": 0.683}, "tags": ["lore_density"], "utility": 0.7724, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.81}}, {"step": 5, "scene_summary": "Episode 025 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.612, "plot_progress": 0.84, "female_agency": 0.583, "lore_density": 0.538, "trope_misunderstanding": 1.0, "emotional_peak": 0.777}, "tags": ["trope_misunderstanding"], "utility": 0.3597, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.95}}, {"step": 6, "scene_summary": "Episode 025 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.764, "plot_progress": 0.853, "female_agency": 0.616, "lore_density": 0.611, "trope_misunderstanding": 0.0, "emotional_peak": 0.409}, "tags": ["lore_density"], "utility": 0.6466, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.28}}, {"step": 7, "scene_summary": "Episode 025 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.824, "plot_progress": 0.736, "female_agency": 0.543, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.445}, "tags": [], "utility": 0.599, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.57}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [6, 7]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0025_trope_misunderstanding", "target_step": 5, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2452}]}
{"episode_id": "trace_0026", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 026 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.242, "plot_progress": 0.29, "female_agency": 0.911, "lore_density": 0.622, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": ["pacing"], "utility": 0.3242, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.67}}, {"step": 2, "scene_summary": "Episode 026 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.771, "plot_progress": 0.581, "female_agency": 0.626, "lore_density": 0.536, "trope_misunderstanding": 0.0, "emotional_peak": 0.756}, "tags": [], "utility": 0.6573, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.66}}, {"step": 3, "scene_summary": "Episode 026 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.695, "plot_progress": 0.648, "female_agency": 0.677, "lore_density": 0.274, "trope_misunderstanding": 0.0, "emotional_peak": 0.473}, "tags": [], "utility": 0.6602, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.77}}, {"step": 4, "scene_summary": "Episode 026 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.618, "female_agency": 0.898, "lore_density": 0.523, "trope_misunderstanding": 0.0, "emotional_peak": 0.709}, "tags": ["trope_misunderstanding"], "utility": 0.6308, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.71}}], "trajectory": [{"step": 1, "scene_summary": "Episode 026 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.242, "plot_progress": 0.29, "female_agency": 0.911, "lore_density": 0.622, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": ["pacing"], "utility": 0.3242, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.67}}, {"step": 2, "scene_summary": "Episode 026 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.771, "plot_progress": 0.581, "female_agency": 0.626, "lore_density": 0.536, "trope_misunderstanding": 0.0, "emotional_peak": 0.756}, "tags": [], "utility": 0.6573, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.66}}, {"step": 3, "scene_summary": "Episode 026 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.695, "plot_progress": 0.648, "female_agency": 0.677, "lore_density": 0.274, "trope_misunderstanding": 0.0, "emotional_peak": 0.473}, "tags": [], "utility": 0.6602, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.77}}, {"step": 4, "scene_summary": "Episode 026 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.618, "female_agency": 0.898, "lore_density": 0.523, "trope_misunderstanding": 0.0, "emotional_peak": 0.709}, "tags": ["trope_misunderstanding"], "utility": 0.6308, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.71}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0026_pacing", "target_step": 1, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.26}]}
{"episode_id": "trace_0027", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 027 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.77, "plot_progress": 0.869, "female_agency": 0.471, "lore_density": 0.372, "trope_misunderstanding": 0.0, "emotional_peak": 0.672}, "tags": [], "utility": 0.7188, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.88}}, {"step": 2, "scene_summary": "Episode 027 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.731, "plot_progress": 0.865, "female_agency": 0.856, "lore_density": 0.362, "trope_misunderstanding": 0.0, "emotional_peak": 0.619}, "tags": [], "utility": 0.5985, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.55}}, {"step": 3, "scene_summary": "Episode 027 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.162, "plot_progress": 0.222, "female_agency": 0.598, "lore_density": 0.543, "trope_misunderstanding": 0.0, "emotional_peak": 0.791}, "tags": ["pacing"], "utility": 0.5199, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.72}}, {"step": 4, "scene_summary": "Episode 027 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.622, "plot_progress": 0.675, "female_agency": 0.468, "lore_density": 0.436, "trope_misunderstanding": 0.0, "emotional_peak": 0.795}, "tags": ["lore_density"], "utility": 0.5559, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.01}}, {"step": 5, "scene_summary": "Episode 027 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.74, "plot_progress": 0.605, "female_agency": 0.703, "lore_density": 0.271, "trope_misunderstanding": 0.0, "emotional_peak": 0.756}, "tags": [], "utility": 0.7669, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.61}}, {"step": 6, "scene_summary": "Episode 027 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.741, "plot_progress": 0.84, "female_agency": 0.895, "lore_density": 0.513, "trope_misunderstanding": 0.0, "emotional_peak": 0.413}, "tags": ["trope_misunderstanding"], "utility": 0.545, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.62}}, {"step": 7, "scene_summary": "Episode 027 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.607, "plot_progress": 0.493, "female_agency": 0.535, "lore_density": 0.673, "trope_misunderstanding": 0.0, "emotional_peak": 0.446}, "tags": [], "utility": 0.7365, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.52}}], "trajectory": [{"step": 1, "scene_summary": "Episode 027 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.77, "plot_progress": 0.869, "female_agency": 0.471, "lore_density": 0.372, "trope_misunderstanding": 0.0, "emotional_peak": 0.672}, "tags": [], "utility": 0.7188, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.88}}, {"step": 2, "scene_summary": "Episode 027 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.731, "plot_progress": 0.865, "female_agency": 0.856, "lore_density": 0.362, "trope_misunderstanding": 0.0, "emotional_peak": 0.619}, "tags": [], "utility": 0.5985, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.55}}, {"step": 3, "scene_summary": "Episode 027 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.162, "plot_progress": 0.222, "female_agency": 0.598, "lore_density": 0.543, "trope_misunderstanding": 0.0, "emotional_peak": 0.791}, "tags": ["pacing"], "utility": 0.5199, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.72}}, {"step": 4, "scene_summary": "Episode 027 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.622, "plot_progress": 0.675, "female_agency": 0.468, "lore_density": 0.436, "trope_misunderstanding": 0.0, "emotional_peak": 0.795}, "tags": ["lore_density"], "utility": 0.5559, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.01}}, {"step": 5, "scene_summary": "Episode 027 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.74, "plot_progress": 0.605, "female_agency": 0.703, "lore_density": 0.271, "trope_misunderstanding": 0.0, "emotional_peak": 0.756}, "tags": [], "utility": 0.7669, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.61}}, {"step": 6, "scene_summary": "Episode 027 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.741, "plot_progress": 0.84, "female_agency": 0.895, "lore_density": 0.513, "trope_misunderstanding": 0.0, "emotional_peak": 0.413}, "tags": ["trope_misunderstanding"], "utility": 0.545, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.62}}, {"step": 7, "scene_summary": "Episode 027 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.607, "plot_progress": 0.493, "female_agency": 0.535, "lore_density": 0.673, "trope_misunderstanding": 0.0, "emotional_peak": 0.446}, "tags": [], "utility": 0.7365, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.52}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0027_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2213}]}
{"episode_id": "trace_0028", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 028 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.573, "plot_progress": 0.642, "female_agency": 0.52, "lore_density": 0.877, "trope_misunderstanding": 0.0, "emotional_peak": 0.823}, "tags": ["lore_density"], "utility": 0.5037, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.13}}, {"step": 2, "scene_summary": "Episode 028 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.636, "plot_progress": 0.864, "female_agency": 0.834, "lore_density": 0.319, "trope_misunderstanding": 0.0, "emotional_peak": 0.835}, "tags": ["female_agency"], "utility": 0.6879, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.76}}, {"step": 3, "scene_summary": "Episode 028 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.584, "plot_progress": 0.71, "female_agency": 0.612, "lore_density": 0.421, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": [], "utility": 0.7439, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.78}}, {"step": 4, "scene_summary": "Episode 028 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.793, "plot_progress": 0.749, "female_agency": 0.615, "lore_density": 0.315, "trope_misunderstanding": 0.0, "emotional_peak": 0.469}, "tags": ["pacing"], "utility": 0.5865, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.11}}], "trajectory": [{"step": 1, "scene_summary": "Episode 028 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.573, "plot_progress": 0.642, "female_agency": 0.52, "lore_density": 0.877, "trope_misunderstanding": 0.0, "emotional_peak": 0.823}, "tags": ["lore_density"], "utility": 0.5037, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.13}}, {"step": 2, "scene_summary": "Episode 028 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.636, "plot_progress": 0.864, "female_agency": 0.834, "lore_density": 0.319, "trope_misunderstanding": 0.0, "emotional_peak": 0.835}, "tags": ["female_agency"], "utility": 0.6879, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.76}}, {"step": 3, "scene_summary": "Episode 028 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.584, "plot_progress": 0.71, "female_agency": 0.612, "lore_density": 0.421, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": [], "utility": 0.7439, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.78}}, {"step": 4, "scene_summary": "Episode 028 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.793, "plot_progress": 0.749, "female_agency": 0.615, "lore_density": 0.315, "trope_misunderstanding": 0.0, "emotional_peak": 0.469}, "tags": ["pacing"], "utility": 0.5865, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.11}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0028_lore_density", "target_step": 1, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1694}]}
{"episode_id": "trace_0029", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 029 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.562, "plot_progress": 0.796, "female_agency": 0.65, "lore_density": 0.278, "trope_misunderstanding": 0.0, "emotional_peak": 0.593}, "tags": [], "utility": 0.6334, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.8}}, {"step": 2, "scene_summary": "Episode 029 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.625, "female_agency": 0.858, "lore_density": 0.5, "trope_misunderstanding": 0.0, "emotional_peak": 0.708}, "tags": ["lore_density"], "utility": 0.7978, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.72}}, {"step": 3, "scene_summary": "Episode 029 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.701, "female_agency": 0.908, "lore_density": 0.631, "trope_misunderstanding": 0.0, "emotional_peak": 0.606}, "tags": [], "utility": 0.7914, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.49}}, {"step": 4, "scene_summary": "Episode 029 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.627, "female_agency": 0.66, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.835}, "tags": [], "utility": 0.8381, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.17}}, {"step": 5, "scene_summary": "Episode 029 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.594, "plot_progress": 0.738, "female_agency": 0.227, "lore_density": 0.276, "trope_misunderstanding": 0.0, "emotional_peak": 0.485}, "tags": ["female_agency"], "utility": 0.5618, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.23}}, {"step": 6, "scene_summary": "Episode 029 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.555, "plot_progress": 0.634, "female_agency": 0.899, "lore_density": 0.309, "trope_misunderstanding": 0.0, "emotional_peak": 0.62}, "tags": [], "utility": 0.707, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.45}}], "trajectory": [{"step": 1, "scene_summary": "Episode 029 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.562, "plot_progress": 0.796, "female_agency": 0.65, "lore_density": 0.278, "trope_misunderstanding": 0.0, "emotional_peak": 0.593}, "tags": [], "utility": 0.6334, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.8}}, {"step": 2, "scene_summary": "Episode 029 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.625, "female_agency": 0.858, "lore_density": 0.5, "trope_misunderstanding": 0.0, "emotional_peak": 0.708}, "tags": ["lore_density"], "utility": 0.7978, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.72}}, {"step": 3, "scene_summary": "Episode 029 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.525, "plot_progress": 0.701, "female_agency": 0.908, "lore_density": 0.631, "trope_misunderstanding": 0.0, "emotional_peak": 0.606}, "tags": [], "utility": 0.7914, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.49}}, {"step": 4, "scene_summary": "Episode 029 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.627, "female_agency": 0.66, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.835}, "tags": [], "utility": 0.8381, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.17}}, {"step": 5, "scene_summary": "Episode 029 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.594, "plot_progress": 0.738, "female_agency": 0.227, "lore_density": 0.276, "trope_misunderstanding": 0.0, "emotional_peak": 0.485}, "tags": ["female_agency"], "utility": 0.5618, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.23}}, {"step": 6, "scene_summary": "Episode 029 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.555, "plot_progress": 0.634, "female_agency": 0.899, "lore_density": 0.309, "trope_misunderstanding": 0.0, "emotional_peak": 0.62}, "tags": [], "utility": 0.707, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.45}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [6]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0029_female_agency", "target_step": 5, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2109}]}
{"episode_id": "trace_0030", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 030 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.482, "female_agency": 0.662, "lore_density": 0.588, "trope_misunderstanding": 0.0, "emotional_peak": 0.723}, "tags": [], "utility": 0.6355, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.88}}, {"step": 2, "scene_summary": "Episode 030 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.807, "plot_progress": 0.463, "female_agency": 0.657, "lore_density": 0.393, "trope_misunderstanding": 0.0, "emotional_peak": 0.82}, "tags": [], "utility": 0.6455, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.24}}, {"step": 3, "scene_summary": "Episode 030 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.701, "female_agency": 0.917, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.48}, "tags": [], "utility": 0.8038, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.94}}, {"step": 4, "scene_summary": "Episode 030 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.503, "plot_progress": 0.814, "female_agency": 0.647, "lore_density": 0.325, "trope_misunderstanding": 1.0, "emotional_peak": 0.651}, "tags": ["trope_misunderstanding"], "utility": 0.4737, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.05}}, {"step": 5, "scene_summary": "Episode 030 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.687, "plot_progress": 0.796, "female_agency": 0.543, "lore_density": 0.297, "trope_misunderstanding": 0.0, "emotional_peak": 0.392}, "tags": [], "utility": 0.657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.65}}], "trajectory": [{"step": 1, "scene_summary": "Episode 030 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.482, "female_agency": 0.662, "lore_density": 0.588, "trope_misunderstanding": 0.0, "emotional_peak": 0.723}, "tags": [], "utility": 0.6355, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.88}}, {"step": 2, "scene_summary": "Episode 030 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.807, "plot_progress": 0.463, "female_agency": 0.657, "lore_density": 0.393, "trope_misunderstanding": 0.0, "emotional_peak": 0.82}, "tags": [], "utility": 0.6455, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.24}}, {"step": 3, "scene_summary": "Episode 030 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.701, "female_agency": 0.917, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.48}, "tags": [], "utility": 0.8038, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.94}}, {"step": 4, "scene_summary": "Episode 030 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.503, "plot_progress": 0.814, "female_agency": 0.647, "lore_density": 0.325, "trope_misunderstanding": 1.0, "emotional_peak": 0.651}, "tags": ["trope_misunderstanding"], "utility": 0.4737, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.05}}, {"step": 5, "scene_summary": "Episode 030 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.687, "plot_progress": 0.796, "female_agency": 0.543, "lore_density": 0.297, "trope_misunderstanding": 0.0, "emotional_peak": 0.392}, "tags": [], "utility": 0.657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.65}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0030_trope_misunderstanding", "target_step": 4, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2827}]}
{"episode_id": "trace_0031", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 031 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.634, "plot_progress": 0.561, "female_agency": 0.876, "lore_density": 0.599, "trope_misunderstanding": 1.0, "emotional_peak": 0.539}, "tags": ["trope_misunderstanding"], "utility": 0.4446, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.01}}, {"step": 2, "scene_summary": "Episode 031 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.635, "plot_progress": 0.854, "female_agency": 0.467, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.82}, "tags": [], "utility": 0.7344, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.44}}, {"step": 3, "scene_summary": "Episode 031 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.683, "plot_progress": 0.727, "female_agency": 0.827, "lore_density": 0.7, "trope_misunderstanding": 0.0, "emotional_peak": 0.542}, "tags": [], "utility": 0.818, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.45}}, {"step": 4, "scene_summary": "Episode 031 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.658, "plot_progress": 0.609, "female_agency": 0.88, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.498}, "tags": [], "utility": 0.7046, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.36}}, {"step": 5, "scene_summary": "Episode 031 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.459, "plot_progress": 0.842, "female_agency": 0.459, "lore_density": 0.595, "trope_misunderstanding": 0.0, "emotional_peak": 0.389}, "tags": [], "utility": 0.7434, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.76}}], "trajectory": [{"step": 1, "scene_summary": "Episode 031 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.634, "plot_progress": 0.561, "female_agency": 0.876, "lore_density": 0.599, "trope_misunderstanding": 1.0, "emotional_peak": 0.539}, "tags": ["trope_misunderstanding"], "utility": 0.4446, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.01}}, {"step": 2, "scene_summary": "Episode 031 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.635, "plot_progress": 0.854, "female_agency": 0.467, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.82}, "tags": [], "utility": 0.7344, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.44}}, {"step": 3, "scene_summary": "Episode 031 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.683, "plot_progress": 0.727, "female_agency": 0.827, "lore_density": 0.7, "trope_misunderstanding": 0.0, "emotional_peak": 0.542}, "tags": [], "utility": 0.818, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.45}}, {"step": 4, "scene_summary": "Episode 031 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.658, "plot_progress": 0.609, "female_agency": 0.88, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.498}, "tags": [], "utility": 0.7046, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.36}}, {"step": 5, "scene_summary": "Episode 031 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.459, "plot_progress": 0.842, "female_agency": 0.459, "lore_density": 0.595, "trope_misunderstanding": 0.0, "emotional_peak": 0.389}, "tags": [], "utility": 0.7434, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.76}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0031_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2495}]}
{"episode_id": "trace_0032", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 032 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.745, "plot_progress": 0.489, "female_agency": 0.498, "lore_density": 0.34, "trope_misunderstanding": 0.0, "emotional_peak": 0.769}, "tags": ["female_agency"], "utility": 0.7666, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.6}}, {"step": 2, "scene_summary": "Episode 032 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.775, "plot_progress": 0.534, "female_agency": 0.331, "lore_density": 0.491, "trope_misunderstanding": 0.0, "emotional_peak": 0.763}, "tags": ["female_agency"], "utility": 0.5535, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.93}}, {"step": 3, "scene_summary": "Episode 032 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.498, "female_agency": 0.663, "lore_density": 0.313, "trope_misunderstanding": 0.0, "emotional_peak": 0.457}, "tags": ["lore_density"], "utility": 0.7335, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.41}}, {"step": 4, "scene_summary": "Episode 032 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.489, "plot_progress": 0.649, "female_agency": 0.797, "lore_density": 0.681, "trope_misunderstanding": 0.0, "emotional_peak": 0.833}, "tags": [], "utility": 0.7692, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.69}}], "trajectory": [{"step": 1, "scene_summary": "Episode 032 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.745, "plot_progress": 0.489, "female_agency": 0.498, "lore_density": 0.34, "trope_misunderstanding": 0.0, "emotional_peak": 0.769}, "tags": ["female_agency"], "utility": 0.7666, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.6}}, {"step": 2, "scene_summary": "Episode 032 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.775, "plot_progress": 0.534, "female_agency": 0.331, "lore_density": 0.491, "trope_misunderstanding": 0.0, "emotional_peak": 0.763}, "tags": ["female_agency"], "utility": 0.5535, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.93}}, {"step": 3, "scene_summary": "Episode 032 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.498, "female_agency": 0.663, "lore_density": 0.313, "trope_misunderstanding": 0.0, "emotional_peak": 0.457}, "tags": ["lore_density"], "utility": 0.7335, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.41}}, {"step": 4, "scene_summary": "Episode 032 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.489, "plot_progress": 0.649, "female_agency": 0.797, "lore_density": 0.681, "trope_misunderstanding": 0.0, "emotional_peak": 0.833}, "tags": [], "utility": 0.7692, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.69}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0032_female_agency", "target_step": 2, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.214}]}
{"episode_id": "trace_0033", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 033 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.216, "plot_progress": 0.309, "female_agency": 0.59, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.358}, "tags": ["pacing"], "utility": 0.4638, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.7}}, {"step": 2, "scene_summary": "Episode 033 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.693, "plot_progress": 0.795, "female_agency": 0.641, "lore_density": 0.44, "trope_misunderstanding": 0.0, "emotional_peak": 0.686}, "tags": ["trope_misunderstanding"], "utility": 0.6616, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.82}}, {"step": 3, "scene_summary": "Episode 033 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.562, "plot_progress": 0.77, "female_agency": 0.586, "lore_density": 0.585, "trope_misunderstanding": 0.0, "emotional_peak": 0.837}, "tags": [], "utility": 0.7864, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.31}}, {"step": 4, "scene_summary": "Episode 033 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.77, "plot_progress": 0.878, "female_agency": 0.476, "lore_density": 0.609, "trope_misunderstanding": 0.0, "emotional_peak": 0.773}, "tags": [], "utility": 0.7967, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.68}}, {"step": 5, "scene_summary": "Episode 033 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.544, "plot_progress": 0.556, "female_agency": 0.728, "lore_density": 0.318, "trope_misunderstanding": 0.0, "emotional_peak": 0.735}, "tags": [], "utility": 0.6119, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.03}}, {"step": 6, "scene_summary": "Episode 033 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.84, "plot_progress": 0.781, "female_agency": 0.749, "lore_density": 0.261, "trope_misunderstanding": 0.0, "emotional_peak": 0.39}, "tags": ["trope_misunderstanding"], "utility": 0.665, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.94}}], "trajectory": [{"step": 1, "scene_summary": "Episode 033 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.216, "plot_progress": 0.309, "female_agency": 0.59, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.358}, "tags": ["pacing"], "utility": 0.4638, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.7}}, {"step": 2, "scene_summary": "Episode 033 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.693, "plot_progress": 0.795, "female_agency": 0.641, "lore_density": 0.44, "trope_misunderstanding": 0.0, "emotional_peak": 0.686}, "tags": ["trope_misunderstanding"], "utility": 0.6616, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.82}}, {"step": 3, "scene_summary": "Episode 033 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.562, "plot_progress": 0.77, "female_agency": 0.586, "lore_density": 0.585, "trope_misunderstanding": 0.0, "emotional_peak": 0.837}, "tags": [], "utility": 0.7864, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.31}}, {"step": 4, "scene_summary": "Episode 033 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.77, "plot_progress": 0.878, "female_agency": 0.476, "lore_density": 0.609, "trope_misunderstanding": 0.0, "emotional_peak": 0.773}, "tags": [], "utility": 0.7967, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.68}}, {"step": 5, "scene_summary": "Episode 033 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.544, "plot_progress": 0.556, "female_agency": 0.728, "lore_density": 0.318, "trope_misunderstanding": 0.0, "emotional_peak": 0.735}, "tags": [], "utility": 0.6119, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.03}}, {"step": 6, "scene_summary": "Episode 033 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.84, "plot_progress": 0.781, "female_agency": 0.749, "lore_density": 0.261, "trope_misunderstanding": 0.0, "emotional_peak": 0.39}, "tags": ["trope_misunderstanding"], "utility": 0.665, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.94}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0033_pacing", "target_step": 1, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2231}]}
{"episode_id": "trace_0034", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 034 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.638, "female_agency": 0.649, "lore_density": 0.522, "trope_misunderstanding": 0.0, "emotional_peak": 0.587}, "tags": [], "utility": 0.6417, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.1}}, {"step": 2, "scene_summary": "Episode 034 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.536, "plot_progress": 0.524, "female_agency": 0.541, "lore_density": 0.626, "trope_misunderstanding": 0.0, "emotional_peak": 0.429}, "tags": ["female_agency", "lore_density"], "utility": 0.6073, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.86}}, {"step": 3, "scene_summary": "Episode 034 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.744, "plot_progress": 0.718, "female_agency": 0.55, "lore_density": 0.408, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": ["pacing"], "utility": 0.7571, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.26}}, {"step": 4, "scene_summary": "Episode 034 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.464, "plot_progress": 0.849, "female_agency": 0.804, "lore_density": 0.87, "trope_misunderstanding": 0.0, "emotional_peak": 0.429}, "tags": ["lore_density"], "utility": 0.6436, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.17}}, {"step": 5, "scene_summary": "Episode 034 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.629, "female_agency": 0.727, "lore_density": 0.449, "trope_misunderstanding": 0.0, "emotional_peak": 0.369}, "tags": ["trope_misunderstanding"], "utility": 0.7874, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.35}}, {"step": 6, "scene_summary": "Episode 034 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.517, "plot_progress": 0.71, "female_agency": 0.735, "lore_density": 0.427, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": [], "utility": 0.8279, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.81}}], "trajectory": [{"step": 1, "scene_summary": "Episode 034 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.638, "female_agency": 0.649, "lore_density": 0.522, "trope_misunderstanding": 0.0, "emotional_peak": 0.587}, "tags": [], "utility": 0.6417, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.1}}, {"step": 2, "scene_summary": "Episode 034 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.536, "plot_progress": 0.524, "female_agency": 0.541, "lore_density": 0.626, "trope_misunderstanding": 0.0, "emotional_peak": 0.429}, "tags": ["female_agency", "lore_density"], "utility": 0.6073, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.86}}, {"step": 3, "scene_summary": "Episode 034 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.744, "plot_progress": 0.718, "female_agency": 0.55, "lore_density": 0.408, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": ["pacing"], "utility": 0.7571, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.26}}, {"step": 4, "scene_summary": "Episode 034 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.464, "plot_progress": 0.849, "female_agency": 0.804, "lore_density": 0.87, "trope_misunderstanding": 0.0, "emotional_peak": 0.429}, "tags": ["lore_density"], "utility": 0.6436, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.17}}, {"step": 5, "scene_summary": "Episode 034 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.629, "female_agency": 0.727, "lore_density": 0.449, "trope_misunderstanding": 0.0, "emotional_peak": 0.369}, "tags": ["trope_misunderstanding"], "utility": 0.7874, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.35}}, {"step": 6, "scene_summary": "Episode 034 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.517, "plot_progress": 0.71, "female_agency": 0.735, "lore_density": 0.427, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": [], "utility": 0.8279, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.81}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [5, 6]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0034_lore_density", "target_step": 4, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1698}]}
{"episode_id": "trace_0035", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 035 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.491, "plot_progress": 0.519, "female_agency": 0.679, "lore_density": 0.891, "trope_misunderstanding": 0.0, "emotional_peak": 0.724}, "tags": ["lore_density"], "utility": 0.3875, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.95}}, {"step": 2, "scene_summary": "Episode 035 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.623, "plot_progress": 0.574, "female_agency": 0.743, "lore_density": 0.601, "trope_misunderstanding": 0.0, "emotional_peak": 0.762}, "tags": [], "utility": 0.6005, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.62}}, {"step": 3, "scene_summary": "Episode 035 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.778, "plot_progress": 0.527, "female_agency": 0.761, "lore_density": 0.507, "trope_misunderstanding": 0.0, "emotional_peak": 0.579}, "tags": [], "utility": 0.7366, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.52}}, {"step": 4, "scene_summary": "Episode 035 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.718, "plot_progress": 0.595, "female_agency": 0.644, "lore_density": 0.657, "trope_misunderstanding": 0.0, "emotional_peak": 0.43}, "tags": [], "utility": 0.7484, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.94}}, {"step": 5, "scene_summary": "Episode 035 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.691, "female_agency": 0.499, "lore_density": 0.565, "trope_misunderstanding": 0.0, "emotional_peak": 0.885}, "tags": [], "utility": 0.7126, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.65}}], "trajectory": [{"step": 1, "scene_summary": "Episode 035 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.491, "plot_progress": 0.519, "female_agency": 0.679, "lore_density": 0.891, "trope_misunderstanding": 0.0, "emotional_peak": 0.724}, "tags": ["lore_density"], "utility": 0.3875, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.95}}, {"step": 2, "scene_summary": "Episode 035 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.623, "plot_progress": 0.574, "female_agency": 0.743, "lore_density": 0.601, "trope_misunderstanding": 0.0, "emotional_peak": 0.762}, "tags": [], "utility": 0.6005, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.62}}, {"step": 3, "scene_summary": "Episode 035 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.778, "plot_progress": 0.527, "female_agency": 0.761, "lore_density": 0.507, "trope_misunderstanding": 0.0, "emotional_peak": 0.579}, "tags": [], "utility": 0.7366, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.52}}, {"step": 4, "scene_summary": "Episode 035 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.718, "plot_progress": 0.595, "female_agency": 0.644, "lore_density": 0.657, "trope_misunderstanding": 0.0, "emotional_peak": 0.43}, "tags": [], "utility": 0.7484, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.94}}, {"step": 5, "scene_summary": "Episode 035 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.691, "female_agency": 0.499, "lore_density": 0.565, "trope_misunderstanding": 0.0, "emotional_peak": 0.885}, "tags": [], "utility": 0.7126, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.65}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [2, 3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0035_lore_density", "target_step": 1, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1912}]}
{"episode_id": "trace_0036", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 036 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.806, "plot_progress": 0.767, "female_agency": 0.521, "lore_density": 0.28, "trope_misunderstanding": 0.0, "emotional_peak": 0.653}, "tags": [], "utility": 0.7494, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.98}}, {"step": 2, "scene_summary": "Episode 036 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.714, "plot_progress": 0.737, "female_agency": 0.461, "lore_density": 0.424, "trope_misunderstanding": 0.0, "emotional_peak": 0.884}, "tags": [], "utility": 0.8526, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.69}}, {"step": 3, "scene_summary": "Episode 036 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.825, "plot_progress": 0.49, "female_agency": 0.672, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.417}, "tags": ["female_agency"], "utility": 0.6926, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.93}}, {"step": 4, "scene_summary": "Episode 036 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.51, "female_agency": 0.71, "lore_density": 0.831, "trope_misunderstanding": 0.0, "emotional_peak": 0.64}, "tags": ["lore_density"], "utility": 0.3748, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.49}}, {"step": 5, "scene_summary": "Episode 036 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.821, "plot_progress": 0.741, "female_agency": 0.535, "lore_density": 0.406, "trope_misunderstanding": 0.0, "emotional_peak": 0.47}, "tags": [], "utility": 0.7746, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.89}}, {"step": 6, "scene_summary": "Episode 036 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.617, "plot_progress": 0.659, "female_agency": 0.832, "lore_density": 0.625, "trope_misunderstanding": 0.0, "emotional_peak": 0.648}, "tags": [], "utility": 0.8094, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.14}}, {"step": 7, "scene_summary": "Episode 036 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.542, "plot_progress": 0.745, "female_agency": 0.49, "lore_density": 0.367, "trope_misunderstanding": 0.0, "emotional_peak": 0.435}, "tags": [], "utility": 0.672, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.19}}], "trajectory": [{"step": 1, "scene_summary": "Episode 036 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.806, "plot_progress": 0.767, "female_agency": 0.521, "lore_density": 0.28, "trope_misunderstanding": 0.0, "emotional_peak": 0.653}, "tags": [], "utility": 0.7494, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.98}}, {"step": 2, "scene_summary": "Episode 036 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.714, "plot_progress": 0.737, "female_agency": 0.461, "lore_density": 0.424, "trope_misunderstanding": 0.0, "emotional_peak": 0.884}, "tags": [], "utility": 0.8526, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.69}}, {"step": 3, "scene_summary": "Episode 036 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.825, "plot_progress": 0.49, "female_agency": 0.672, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.417}, "tags": ["female_agency"], "utility": 0.6926, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.93}}, {"step": 4, "scene_summary": "Episode 036 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.51, "female_agency": 0.71, "lore_density": 0.831, "trope_misunderstanding": 0.0, "emotional_peak": 0.64}, "tags": ["lore_density"], "utility": 0.3748, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.49}}, {"step": 5, "scene_summary": "Episode 036 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.821, "plot_progress": 0.741, "female_agency": 0.535, "lore_density": 0.406, "trope_misunderstanding": 0.0, "emotional_peak": 0.47}, "tags": [], "utility": 0.7746, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.89}}, {"step": 6, "scene_summary": "Episode 036 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.617, "plot_progress": 0.659, "female_agency": 0.832, "lore_density": 0.625, "trope_misunderstanding": 0.0, "emotional_peak": 0.648}, "tags": [], "utility": 0.8094, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.14}}, {"step": 7, "scene_summary": "Episode 036 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.542, "plot_progress": 0.745, "female_agency": 0.49, "lore_density": 0.367, "trope_misunderstanding": 0.0, "emotional_peak": 0.435}, "tags": [], "utility": 0.672, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.19}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0036_lore_density", "target_step": 4, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.2082}]}
{"episode_id": "trace_0037", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 037 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.302, "plot_progress": 0.121, "female_agency": 0.897, "lore_density": 0.697, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": ["pacing"], "utility": 0.5991, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.57}}, {"step": 2, "scene_summary": "Episode 037 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.508, "plot_progress": 0.849, "female_agency": 0.696, "lore_density": 0.613, "trope_misunderstanding": 0.0, "emotional_peak": 0.467}, "tags": [], "utility": 0.5838, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.02}}, {"step": 3, "scene_summary": "Episode 037 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.519, "plot_progress": 0.466, "female_agency": 0.455, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.752}, "tags": ["trope_misunderstanding"], "utility": 0.5294, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.06}}, {"step": 4, "scene_summary": "Episode 037 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.45, "female_agency": 0.48, "lore_density": 0.694, "trope_misunderstanding": 0.0, "emotional_peak": 0.63}, "tags": [], "utility": 0.849, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 5, "scene_summary": "Episode 037 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.798, "plot_progress": 0.514, "female_agency": 0.817, "lore_density": 0.463, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": ["lore_density"], "utility": 0.8166, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.4}}], "trajectory": [{"step": 1, "scene_summary": "Episode 037 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.302, "plot_progress": 0.121, "female_agency": 0.897, "lore_density": 0.697, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": ["pacing"], "utility": 0.5991, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.57}}, {"step": 2, "scene_summary": "Episode 037 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.508, "plot_progress": 0.849, "female_agency": 0.696, "lore_density": 0.613, "trope_misunderstanding": 0.0, "emotional_peak": 0.467}, "tags": [], "utility": 0.5838, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.02}}, {"step": 3, "scene_summary": "Episode 037 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.519, "plot_progress": 0.466, "female_agency": 0.455, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.752}, "tags": ["trope_misunderstanding"], "utility": 0.5294, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.06}}, {"step": 4, "scene_summary": "Episode 037 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.45, "female_agency": 0.48, "lore_density": 0.694, "trope_misunderstanding": 0.0, "emotional_peak": 0.63}, "tags": [], "utility": 0.849, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 5, "scene_summary": "Episode 037 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.798, "plot_progress": 0.514, "female_agency": 0.817, "lore_density": 0.463, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": ["lore_density"], "utility": 0.8166, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.4}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [2, 3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0037_pacing", "target_step": 1, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2436}]}
{"episode_id": "trace_0038", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 038 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.875, "female_agency": 0.178, "lore_density": 0.527, "trope_misunderstanding": 0.0, "emotional_peak": 0.619}, "tags": ["female_agency"], "utility": 0.4024, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.49}}, {"step": 2, "scene_summary": "Episode 038 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.614, "plot_progress": 0.602, "female_agency": 0.734, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.49}, "tags": [], "utility": 0.8298, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.87}}, {"step": 3, "scene_summary": "Episode 038 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.474, "plot_progress": 0.538, "female_agency": 0.566, "lore_density": 0.264, "trope_misunderstanding": 0.0, "emotional_peak": 0.557}, "tags": [], "utility": 0.6792, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.45}}, {"step": 4, "scene_summary": "Episode 038 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.636, "plot_progress": 0.646, "female_agency": 0.556, "lore_density": 0.673, "trope_misunderstanding": 0.0, "emotional_peak": 0.551}, "tags": [], "utility": 0.6387, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.99}}, {"step": 5, "scene_summary": "Episode 038 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.74, "plot_progress": 0.532, "female_agency": 0.734, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.796}, "tags": [], "utility": 0.7944, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.6}}, {"step": 6, "scene_summary": "Episode 038 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.513, "plot_progress": 0.666, "female_agency": 0.634, "lore_density": 0.604, "trope_misunderstanding": 0.0, "emotional_peak": 0.629}, "tags": [], "utility": 0.7918, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.5}}], "trajectory": [{"step": 1, "scene_summary": "Episode 038 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.875, "female_agency": 0.178, "lore_density": 0.527, "trope_misunderstanding": 0.0, "emotional_peak": 0.619}, "tags": ["female_agency"], "utility": 0.4024, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.49}}, {"step": 2, "scene_summary": "Episode 038 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.614, "plot_progress": 0.602, "female_agency": 0.734, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.49}, "tags": [], "utility": 0.8298, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.87}}, {"step": 3, "scene_summary": "Episode 038 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.474, "plot_progress": 0.538, "female_agency": 0.566, "lore_density": 0.264, "trope_misunderstanding": 0.0, "emotional_peak": 0.557}, "tags": [], "utility": 0.6792, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.45}}, {"step": 4, "scene_summary": "Episode 038 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.636, "plot_progress": 0.646, "female_agency": 0.556, "lore_density": 0.673, "trope_misunderstanding": 0.0, "emotional_peak": 0.551}, "tags": [], "utility": 0.6387, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.99}}, {"step": 5, "scene_summary": "Episode 038 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.74, "plot_progress": 0.532, "female_agency": 0.734, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.796}, "tags": [], "utility": 0.7944, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.6}}, {"step": 6, "scene_summary": "Episode 038 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.513, "plot_progress": 0.666, "female_agency": 0.634, "lore_density": 0.604, "trope_misunderstanding": 0.0, "emotional_peak": 0.629}, "tags": [], "utility": 0.7918, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.5}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0038_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1803}]}
{"episode_id": "trace_0039", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 039 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.617, "female_agency": 0.477, "lore_density": 0.662, "trope_misunderstanding": 0.0, "emotional_peak": 0.388}, "tags": [], "utility": 0.8557, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.81}}, {"step": 2, "scene_summary": "Episode 039 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.437, "plot_progress": 0.45, "female_agency": 0.608, "lore_density": 0.395, "trope_misunderstanding": 0.0, "emotional_peak": 0.362}, "tags": ["pacing"], "utility": 0.8345, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.04}}, {"step": 3, "scene_summary": "Episode 039 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.747, "plot_progress": 0.873, "female_agency": 0.621, "lore_density": 0.483, "trope_misunderstanding": 0.0, "emotional_peak": 0.392}, "tags": [], "utility": 0.7038, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.34}}, {"step": 4, "scene_summary": "Episode 039 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.159, "plot_progress": 0.262, "female_agency": 0.482, "lore_density": 0.537, "trope_misunderstanding": 0.0, "emotional_peak": 0.374}, "tags": ["pacing"], "utility": 0.5362, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.3}}, {"step": 5, "scene_summary": "Episode 039 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.51, "plot_progress": 0.859, "female_agency": 0.458, "lore_density": 0.424, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": ["trope_misunderstanding"], "utility": 0.7338, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.42}}, {"step": 6, "scene_summary": "Episode 039 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.794, "plot_progress": 0.562, "female_agency": 0.455, "lore_density": 0.589, "trope_misunderstanding": 0.0, "emotional_peak": 0.824}, "tags": ["lore_density"], "utility": 0.725, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.1}}, {"step": 7, "scene_summary": "Episode 039 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.66, "plot_progress": 0.772, "female_agency": 0.794, "lore_density": 0.389, "trope_misunderstanding": 0.0, "emotional_peak": 0.476}, "tags": [], "utility": 0.678, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.41}}], "trajectory": [{"step": 1, "scene_summary": "Episode 039 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.617, "female_agency": 0.477, "lore_density": 0.662, "trope_misunderstanding": 0.0, "emotional_peak": 0.388}, "tags": [], "utility": 0.8557, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.81}}, {"step": 2, "scene_summary": "Episode 039 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.437, "plot_progress": 0.45, "female_agency": 0.608, "lore_density": 0.395, "trope_misunderstanding": 0.0, "emotional_peak": 0.362}, "tags": ["pacing"], "utility": 0.8345, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.04}}, {"step": 3, "scene_summary": "Episode 039 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.747, "plot_progress": 0.873, "female_agency": 0.621, "lore_density": 0.483, "trope_misunderstanding": 0.0, "emotional_peak": 0.392}, "tags": [], "utility": 0.7038, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.34}}, {"step": 4, "scene_summary": "Episode 039 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.159, "plot_progress": 0.262, "female_agency": 0.482, "lore_density": 0.537, "trope_misunderstanding": 0.0, "emotional_peak": 0.374}, "tags": ["pacing"], "utility": 0.5362, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.3}}, {"step": 5, "scene_summary": "Episode 039 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.51, "plot_progress": 0.859, "female_agency": 0.458, "lore_density": 0.424, "trope_misunderstanding": 0.0, "emotional_peak": 0.758}, "tags": ["trope_misunderstanding"], "utility": 0.7338, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.42}}, {"step": 6, "scene_summary": "Episode 039 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.794, "plot_progress": 0.562, "female_agency": 0.455, "lore_density": 0.589, "trope_misunderstanding": 0.0, "emotional_peak": 0.824}, "tags": ["lore_density"], "utility": 0.725, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.1}}, {"step": 7, "scene_summary": "Episode 039 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.66, "plot_progress": 0.772, "female_agency": 0.794, "lore_density": 0.389, "trope_misunderstanding": 0.0, "emotional_peak": 0.476}, "tags": [], "utility": 0.678, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.41}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0039_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2455}]}
{"episode_id": "trace_0040", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 040 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.821, "plot_progress": 0.507, "female_agency": 0.498, "lore_density": 0.483, "trope_misunderstanding": 0.0, "emotional_peak": 0.589}, "tags": [], "utility": 0.8557, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.81}}, {"step": 2, "scene_summary": "Episode 040 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.58, "plot_progress": 0.639, "female_agency": 0.476, "lore_density": 0.558, "trope_misunderstanding": 0.0, "emotional_peak": 0.491}, "tags": [], "utility": 0.7677, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.64}}, {"step": 3, "scene_summary": "Episode 040 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.303, "plot_progress": 0.101, "female_agency": 0.468, "lore_density": 0.65, "trope_misunderstanding": 0.0, "emotional_peak": 0.704}, "tags": ["pacing"], "utility": 0.4241, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.27}}, {"step": 4, "scene_summary": "Episode 040 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.561, "female_agency": 0.664, "lore_density": 0.473, "trope_misunderstanding": 0.0, "emotional_peak": 0.687}, "tags": [], "utility": 0.7036, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.33}}, {"step": 5, "scene_summary": "Episode 040 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.532, "plot_progress": 0.804, "female_agency": 0.63, "lore_density": 0.658, "trope_misunderstanding": 0.0, "emotional_peak": 0.686}, "tags": ["female_agency"], "utility": 0.5958, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.45}}], "trajectory": [{"step": 1, "scene_summary": "Episode 040 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.821, "plot_progress": 0.507, "female_agency": 0.498, "lore_density": 0.483, "trope_misunderstanding": 0.0, "emotional_peak": 0.589}, "tags": [], "utility": 0.8557, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.81}}, {"step": 2, "scene_summary": "Episode 040 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.58, "plot_progress": 0.639, "female_agency": 0.476, "lore_density": 0.558, "trope_misunderstanding": 0.0, "emotional_peak": 0.491}, "tags": [], "utility": 0.7677, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.64}}, {"step": 3, "scene_summary": "Episode 040 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.303, "plot_progress": 0.101, "female_agency": 0.468, "lore_density": 0.65, "trope_misunderstanding": 0.0, "emotional_peak": 0.704}, "tags": ["pacing"], "utility": 0.4241, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.27}}, {"step": 4, "scene_summary": "Episode 040 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.561, "female_agency": 0.664, "lore_density": 0.473, "trope_misunderstanding": 0.0, "emotional_peak": 0.687}, "tags": [], "utility": 0.7036, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.33}}, {"step": 5, "scene_summary": "Episode 040 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.532, "plot_progress": 0.804, "female_agency": 0.63, "lore_density": 0.658, "trope_misunderstanding": 0.0, "emotional_peak": 0.686}, "tags": ["female_agency"], "utility": 0.5958, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.45}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4, 5]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0040_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.24}]}
{"episode_id": "trace_0041", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 041 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.356, "plot_progress": 0.428, "female_agency": 0.6, "lore_density": 0.619, "trope_misunderstanding": 0.0, "emotional_peak": 0.657}, "tags": ["pacing"], "utility": 0.6395, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.02}}, {"step": 2, "scene_summary": "Episode 041 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.14, "plot_progress": 0.109, "female_agency": 0.466, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.351}, "tags": ["pacing"], "utility": 0.32, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.52}}, {"step": 3, "scene_summary": "Episode 041 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.694, "plot_progress": 0.486, "female_agency": 0.808, "lore_density": 0.347, "trope_misunderstanding": 0.0, "emotional_peak": 0.424}, "tags": [], "utility": 0.825, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.7}}, {"step": 4, "scene_summary": "Episode 041 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.5, "female_agency": 0.634, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.477}, "tags": [], "utility": 0.6972, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.1}}], "trajectory": [{"step": 1, "scene_summary": "Episode 041 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.356, "plot_progress": 0.428, "female_agency": 0.6, "lore_density": 0.619, "trope_misunderstanding": 0.0, "emotional_peak": 0.657}, "tags": ["pacing"], "utility": 0.6395, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.02}}, {"step": 2, "scene_summary": "Episode 041 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.14, "plot_progress": 0.109, "female_agency": 0.466, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.351}, "tags": ["pacing"], "utility": 0.32, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.52}}, {"step": 3, "scene_summary": "Episode 041 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.694, "plot_progress": 0.486, "female_agency": 0.808, "lore_density": 0.347, "trope_misunderstanding": 0.0, "emotional_peak": 0.424}, "tags": [], "utility": 0.825, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.7}}, {"step": 4, "scene_summary": "Episode 041 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.5, "female_agency": 0.634, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.477}, "tags": [], "utility": 0.6972, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.1}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0041_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.219}]}
{"episode_id": "trace_0042", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 042 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.609, "female_agency": 0.778, "lore_density": 0.353, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": [], "utility": 0.6051, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.78}}, {"step": 2, "scene_summary": "Episode 042 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.705, "plot_progress": 0.457, "female_agency": 0.161, "lore_density": 0.396, "trope_misunderstanding": 0.0, "emotional_peak": 0.751}, "tags": ["female_agency"], "utility": 0.4531, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.31}}, {"step": 3, "scene_summary": "Episode 042 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.524, "plot_progress": 0.518, "female_agency": 0.59, "lore_density": 0.35, "trope_misunderstanding": 0.0, "emotional_peak": 0.767}, "tags": ["lore_density"], "utility": 0.7697, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.71}}, {"step": 4, "scene_summary": "Episode 042 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.654, "plot_progress": 0.652, "female_agency": 0.635, "lore_density": 0.683, "trope_misunderstanding": 0.0, "emotional_peak": 0.6}, "tags": [], "utility": 0.592, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.31}}, {"step": 5, "scene_summary": "Episode 042 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.799, "plot_progress": 0.459, "female_agency": 0.7, "lore_density": 0.412, "trope_misunderstanding": 0.0, "emotional_peak": 0.698}, "tags": ["pacing"], "utility": 0.5626, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.25}}, {"step": 6, "scene_summary": "Episode 042 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.581, "female_agency": 0.868, "lore_density": 0.602, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": [], "utility": 0.6339, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.82}}, {"step": 7, "scene_summary": "Episode 042 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.667, "plot_progress": 0.859, "female_agency": 0.889, "lore_density": 0.56, "trope_misunderstanding": 0.0, "emotional_peak": 0.54}, "tags": [], "utility": 0.7089, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.52}}], "trajectory": [{"step": 1, "scene_summary": "Episode 042 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.609, "female_agency": 0.778, "lore_density": 0.353, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": [], "utility": 0.6051, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.78}}, {"step": 2, "scene_summary": "Episode 042 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.705, "plot_progress": 0.457, "female_agency": 0.161, "lore_density": 0.396, "trope_misunderstanding": 0.0, "emotional_peak": 0.751}, "tags": ["female_agency"], "utility": 0.4531, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.31}}, {"step": 3, "scene_summary": "Episode 042 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.524, "plot_progress": 0.518, "female_agency": 0.59, "lore_density": 0.35, "trope_misunderstanding": 0.0, "emotional_peak": 0.767}, "tags": ["lore_density"], "utility": 0.7697, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.71}}, {"step": 4, "scene_summary": "Episode 042 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.654, "plot_progress": 0.652, "female_agency": 0.635, "lore_density": 0.683, "trope_misunderstanding": 0.0, "emotional_peak": 0.6}, "tags": [], "utility": 0.592, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.31}}, {"step": 5, "scene_summary": "Episode 042 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.799, "plot_progress": 0.459, "female_agency": 0.7, "lore_density": 0.412, "trope_misunderstanding": 0.0, "emotional_peak": 0.698}, "tags": ["pacing"], "utility": 0.5626, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.25}}, {"step": 6, "scene_summary": "Episode 042 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.581, "female_agency": 0.868, "lore_density": 0.602, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": [], "utility": 0.6339, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.82}}, {"step": 7, "scene_summary": "Episode 042 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.667, "plot_progress": 0.859, "female_agency": 0.889, "lore_density": 0.56, "trope_misunderstanding": 0.0, "emotional_peak": 0.54}, "tags": [], "utility": 0.7089, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.52}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0042_female_agency", "target_step": 2, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.209}]}
{"episode_id": "trace_0043", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 043 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.788, "plot_progress": 0.634, "female_agency": 0.467, "lore_density": 0.451, "trope_misunderstanding": 0.0, "emotional_peak": 0.83}, "tags": [], "utility": 0.7673, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.62}}, {"step": 2, "scene_summary": "Episode 043 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.415, "plot_progress": 0.431, "female_agency": 0.588, "lore_density": 0.33, "trope_misunderstanding": 0.0, "emotional_peak": 0.61}, "tags": ["trope_misunderstanding", "pacing"], "utility": 0.5413, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.49}}, {"step": 3, "scene_summary": "Episode 043 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.436, "plot_progress": 0.502, "female_agency": 0.554, "lore_density": 0.265, "trope_misunderstanding": 0.0, "emotional_peak": 0.361}, "tags": ["pacing"], "utility": 0.6811, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.52}}, {"step": 4, "scene_summary": "Episode 043 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.228, "plot_progress": 0.191, "female_agency": 0.525, "lore_density": 0.296, "trope_misunderstanding": 0.0, "emotional_peak": 0.895}, "tags": ["pacing"], "utility": 0.3902, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.05}}, {"step": 5, "scene_summary": "Episode 043 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.491, "plot_progress": 0.711, "female_agency": 0.498, "lore_density": 0.682, "trope_misunderstanding": 0.0, "emotional_peak": 0.804}, "tags": [], "utility": 0.7501, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.0}}, {"step": 6, "scene_summary": "Episode 043 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.495, "female_agency": 0.627, "lore_density": 0.674, "trope_misunderstanding": 0.0, "emotional_peak": 0.749}, "tags": [], "utility": 0.8467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.48}}], "trajectory": [{"step": 1, "scene_summary": "Episode 043 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.788, "plot_progress": 0.634, "female_agency": 0.467, "lore_density": 0.451, "trope_misunderstanding": 0.0, "emotional_peak": 0.83}, "tags": [], "utility": 0.7673, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.62}}, {"step": 2, "scene_summary": "Episode 043 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.415, "plot_progress": 0.431, "female_agency": 0.588, "lore_density": 0.33, "trope_misunderstanding": 0.0, "emotional_peak": 0.61}, "tags": ["trope_misunderstanding", "pacing"], "utility": 0.5413, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.49}}, {"step": 3, "scene_summary": "Episode 043 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.436, "plot_progress": 0.502, "female_agency": 0.554, "lore_density": 0.265, "trope_misunderstanding": 0.0, "emotional_peak": 0.361}, "tags": ["pacing"], "utility": 0.6811, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.52}}, {"step": 4, "scene_summary": "Episode 043 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.228, "plot_progress": 0.191, "female_agency": 0.525, "lore_density": 0.296, "trope_misunderstanding": 0.0, "emotional_peak": 0.895}, "tags": ["pacing"], "utility": 0.3902, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.05}}, {"step": 5, "scene_summary": "Episode 043 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.491, "plot_progress": 0.711, "female_agency": 0.498, "lore_density": 0.682, "trope_misunderstanding": 0.0, "emotional_peak": 0.804}, "tags": [], "utility": 0.7501, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.0}}, {"step": 6, "scene_summary": "Episode 043 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.495, "female_agency": 0.627, "lore_density": 0.674, "trope_misunderstanding": 0.0, "emotional_peak": 0.749}, "tags": [], "utility": 0.8467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.48}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5, 6]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0043_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2347}]}
{"episode_id": "trace_0044", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 044 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.775, "plot_progress": 0.524, "female_agency": 0.376, "lore_density": 0.419, "trope_misunderstanding": 0.0, "emotional_peak": 0.683}, "tags": ["female_agency"], "utility": 0.6597, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.75}}, {"step": 2, "scene_summary": "Episode 044 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.52, "plot_progress": 0.657, "female_agency": 0.902, "lore_density": 0.593, "trope_misunderstanding": 0.0, "emotional_peak": 0.529}, "tags": [], "utility": 0.82, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.52}}, {"step": 3, "scene_summary": "Episode 044 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.783, "plot_progress": 0.766, "female_agency": 0.491, "lore_density": 0.476, "trope_misunderstanding": 0.0, "emotional_peak": 0.501}, "tags": [], "utility": 0.647, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.29}}, {"step": 4, "scene_summary": "Episode 044 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.798, "plot_progress": 0.731, "female_agency": 0.485, "lore_density": 0.382, "trope_misunderstanding": 0.0, "emotional_peak": 0.775}, "tags": ["trope_misunderstanding"], "utility": 0.5767, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.76}}, {"step": 5, "scene_summary": "Episode 044 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.527, "plot_progress": 0.517, "female_agency": 0.788, "lore_density": 0.43, "trope_misunderstanding": 0.0, "emotional_peak": 0.432}, "tags": ["trope_misunderstanding"], "utility": 0.7657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.56}}, {"step": 6, "scene_summary": "Episode 044 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.656, "female_agency": 0.596, "lore_density": 0.523, "trope_misunderstanding": 0.0, "emotional_peak": 0.392}, "tags": [], "utility": 0.7451, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.82}}], "trajectory": [{"step": 1, "scene_summary": "Episode 044 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.775, "plot_progress": 0.524, "female_agency": 0.376, "lore_density": 0.419, "trope_misunderstanding": 0.0, "emotional_peak": 0.683}, "tags": ["female_agency"], "utility": 0.6597, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.75}}, {"step": 2, "scene_summary": "Episode 044 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.52, "plot_progress": 0.657, "female_agency": 0.902, "lore_density": 0.593, "trope_misunderstanding": 0.0, "emotional_peak": 0.529}, "tags": [], "utility": 0.82, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.52}}, {"step": 3, "scene_summary": "Episode 044 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.783, "plot_progress": 0.766, "female_agency": 0.491, "lore_density": 0.476, "trope_misunderstanding": 0.0, "emotional_peak": 0.501}, "tags": [], "utility": 0.647, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.29}}, {"step": 4, "scene_summary": "Episode 044 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.798, "plot_progress": 0.731, "female_agency": 0.485, "lore_density": 0.382, "trope_misunderstanding": 0.0, "emotional_peak": 0.775}, "tags": ["trope_misunderstanding"], "utility": 0.5767, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.76}}, {"step": 5, "scene_summary": "Episode 044 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.527, "plot_progress": 0.517, "female_agency": 0.788, "lore_density": 0.43, "trope_misunderstanding": 0.0, "emotional_peak": 0.432}, "tags": ["trope_misunderstanding"], "utility": 0.7657, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.56}}, {"step": 6, "scene_summary": "Episode 044 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.656, "female_agency": 0.596, "lore_density": 0.523, "trope_misunderstanding": 0.0, "emotional_peak": 0.392}, "tags": [], "utility": 0.7451, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.82}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0044_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1874}]}
{"episode_id": "trace_0045", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 045 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.734, "plot_progress": 0.867, "female_agency": 0.566, "lore_density": 0.47, "trope_misunderstanding": 0.0, "emotional_peak": 0.609}, "tags": [], "utility": 0.6796, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.46}}, {"step": 2, "scene_summary": "Episode 045 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.794, "plot_progress": 0.771, "female_agency": 0.644, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": [], "utility": 0.6089, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.92}}, {"step": 3, "scene_summary": "Episode 045 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.739, "plot_progress": 0.858, "female_agency": 0.744, "lore_density": 0.262, "trope_misunderstanding": 1.0, "emotional_peak": 0.581}, "tags": ["trope_misunderstanding"], "utility": 0.3137, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.29}}, {"step": 4, "scene_summary": "Episode 045 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.613, "plot_progress": 0.692, "female_agency": 0.611, "lore_density": 0.521, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.7225, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.01}}], "trajectory": [{"step": 1, "scene_summary": "Episode 045 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.734, "plot_progress": 0.867, "female_agency": 0.566, "lore_density": 0.47, "trope_misunderstanding": 0.0, "emotional_peak": 0.609}, "tags": [], "utility": 0.6796, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.46}}, {"step": 2, "scene_summary": "Episode 045 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.794, "plot_progress": 0.771, "female_agency": 0.644, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": [], "utility": 0.6089, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.92}}, {"step": 3, "scene_summary": "Episode 045 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.739, "plot_progress": 0.858, "female_agency": 0.744, "lore_density": 0.262, "trope_misunderstanding": 1.0, "emotional_peak": 0.581}, "tags": ["trope_misunderstanding"], "utility": 0.3137, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.29}}, {"step": 4, "scene_summary": "Episode 045 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.613, "plot_progress": 0.692, "female_agency": 0.611, "lore_density": 0.521, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.7225, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.01}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0045_trope_misunderstanding", "target_step": 3, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2943}]}
{"episode_id": "trace_0046", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 046 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.735, "female_agency": 0.653, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.415}, "tags": ["female_agency"], "utility": 0.6606, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.78}}, {"step": 2, "scene_summary": "Episode 046 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.78, "female_agency": 0.744, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.8471, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.5}}, {"step": 3, "scene_summary": "Episode 046 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.804, "female_agency": 0.513, "lore_density": 0.858, "trope_misunderstanding": 0.0, "emotional_peak": 0.503}, "tags": ["lore_density"], "utility": 0.4929, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.74}}, {"step": 4, "scene_summary": "Episode 046 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.499, "plot_progress": 0.538, "female_agency": 0.586, "lore_density": 0.687, "trope_misunderstanding": 0.0, "emotional_peak": 0.847}, "tags": ["pacing"], "utility": 0.5375, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.35}}, {"step": 5, "scene_summary": "Episode 046 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.653, "plot_progress": 0.872, "female_agency": 0.718, "lore_density": 0.506, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": [], "utility": 0.6488, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.36}}], "trajectory": [{"step": 1, "scene_summary": "Episode 046 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.735, "female_agency": 0.653, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.415}, "tags": ["female_agency"], "utility": 0.6606, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.78}}, {"step": 2, "scene_summary": "Episode 046 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.78, "female_agency": 0.744, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.8471, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.5}}, {"step": 3, "scene_summary": "Episode 046 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.804, "female_agency": 0.513, "lore_density": 0.858, "trope_misunderstanding": 0.0, "emotional_peak": 0.503}, "tags": ["lore_density"], "utility": 0.4929, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.74}}, {"step": 4, "scene_summary": "Episode 046 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.499, "plot_progress": 0.538, "female_agency": 0.586, "lore_density": 0.687, "trope_misunderstanding": 0.0, "emotional_peak": 0.847}, "tags": ["pacing"], "utility": 0.5375, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.35}}, {"step": 5, "scene_summary": "Episode 046 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.653, "plot_progress": 0.872, "female_agency": 0.718, "lore_density": 0.506, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": [], "utility": 0.6488, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.36}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [4, 5]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0046_lore_density", "target_step": 3, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.2001}]}
{"episode_id": "trace_0047", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 047 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.514, "plot_progress": 0.792, "female_agency": 0.451, "lore_density": 0.528, "trope_misunderstanding": 0.0, "emotional_peak": 0.59}, "tags": [], "utility": 0.665, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.94}}, {"step": 2, "scene_summary": "Episode 047 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.578, "female_agency": 0.854, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.604}, "tags": [], "utility": 0.8541, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.75}}, {"step": 3, "scene_summary": "Episode 047 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.663, "plot_progress": 0.57, "female_agency": 0.459, "lore_density": 0.31, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": ["female_agency"], "utility": 0.6422, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.12}}, {"step": 4, "scene_summary": "Episode 047 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.725, "plot_progress": 0.846, "female_agency": 0.562, "lore_density": 0.401, "trope_misunderstanding": 0.0, "emotional_peak": 0.885}, "tags": ["female_agency"], "utility": 0.6831, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.59}}, {"step": 5, "scene_summary": "Episode 047 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.608, "plot_progress": 0.702, "female_agency": 0.356, "lore_density": 0.355, "trope_misunderstanding": 0.0, "emotional_peak": 0.871}, "tags": ["female_agency"], "utility": 0.543, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.55}}, {"step": 6, "scene_summary": "Episode 047 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.573, "plot_progress": 0.844, "female_agency": 0.622, "lore_density": 0.272, "trope_misunderstanding": 0.0, "emotional_peak": 0.6}, "tags": [], "utility": 0.8367, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.12}}], "trajectory": [{"step": 1, "scene_summary": "Episode 047 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.514, "plot_progress": 0.792, "female_agency": 0.451, "lore_density": 0.528, "trope_misunderstanding": 0.0, "emotional_peak": 0.59}, "tags": [], "utility": 0.665, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.94}}, {"step": 2, "scene_summary": "Episode 047 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.578, "female_agency": 0.854, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.604}, "tags": [], "utility": 0.8541, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.75}}, {"step": 3, "scene_summary": "Episode 047 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.663, "plot_progress": 0.57, "female_agency": 0.459, "lore_density": 0.31, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": ["female_agency"], "utility": 0.6422, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.12}}, {"step": 4, "scene_summary": "Episode 047 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.725, "plot_progress": 0.846, "female_agency": 0.562, "lore_density": 0.401, "trope_misunderstanding": 0.0, "emotional_peak": 0.885}, "tags": ["female_agency"], "utility": 0.6831, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.59}}, {"step": 5, "scene_summary": "Episode 047 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.608, "plot_progress": 0.702, "female_agency": 0.356, "lore_density": 0.355, "trope_misunderstanding": 0.0, "emotional_peak": 0.871}, "tags": ["female_agency"], "utility": 0.543, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.55}}, {"step": 6, "scene_summary": "Episode 047 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.573, "plot_progress": 0.844, "female_agency": 0.622, "lore_density": 0.272, "trope_misunderstanding": 0.0, "emotional_peak": 0.6}, "tags": [], "utility": 0.8367, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.12}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [6]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0047_female_agency", "target_step": 5, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2294}]}
{"episode_id": "trace_0048", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 048 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.576, "plot_progress": 0.75, "female_agency": 0.349, "lore_density": 0.593, "trope_misunderstanding": 0.0, "emotional_peak": 0.385}, "tags": ["female_agency"], "utility": 0.5726, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.61}}, {"step": 2, "scene_summary": "Episode 048 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.567, "plot_progress": 0.613, "female_agency": 0.734, "lore_density": 0.552, "trope_misunderstanding": 0.0, "emotional_peak": 0.834}, "tags": ["pacing"], "utility": 0.6645, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.92}}, {"step": 3, "scene_summary": "Episode 048 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.824, "plot_progress": 0.607, "female_agency": 0.547, "lore_density": 0.606, "trope_misunderstanding": 0.0, "emotional_peak": 0.699}, "tags": [], "utility": 0.6527, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.5}}, {"step": 4, "scene_summary": "Episode 048 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.571, "plot_progress": 0.527, "female_agency": 0.665, "lore_density": 0.492, "trope_misunderstanding": 0.0, "emotional_peak": 0.612}, "tags": ["trope_misunderstanding"], "utility": 0.6264, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.55}}], "trajectory": [{"step": 1, "scene_summary": "Episode 048 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.576, "plot_progress": 0.75, "female_agency": 0.349, "lore_density": 0.593, "trope_misunderstanding": 0.0, "emotional_peak": 0.385}, "tags": ["female_agency"], "utility": 0.5726, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.61}}, {"step": 2, "scene_summary": "Episode 048 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.567, "plot_progress": 0.613, "female_agency": 0.734, "lore_density": 0.552, "trope_misunderstanding": 0.0, "emotional_peak": 0.834}, "tags": ["pacing"], "utility": 0.6645, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.92}}, {"step": 3, "scene_summary": "Episode 048 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.824, "plot_progress": 0.607, "female_agency": 0.547, "lore_density": 0.606, "trope_misunderstanding": 0.0, "emotional_peak": 0.699}, "tags": [], "utility": 0.6527, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.5}}, {"step": 4, "scene_summary": "Episode 048 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.571, "plot_progress": 0.527, "female_agency": 0.665, "lore_density": 0.492, "trope_misunderstanding": 0.0, "emotional_peak": 0.612}, "tags": ["trope_misunderstanding"], "utility": 0.6264, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.55}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0048_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1867}]}
{"episode_id": "trace_0049", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 049 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.64, "plot_progress": 0.792, "female_agency": 0.768, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.479}, "tags": [], "utility": 0.6695, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.1}}, {"step": 2, "scene_summary": "Episode 049 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.7, "plot_progress": 0.745, "female_agency": 0.83, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.667}, "tags": [], "utility": 0.712, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.63}}, {"step": 3, "scene_summary": "Episode 049 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.787, "plot_progress": 0.554, "female_agency": 0.451, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.881}, "tags": [], "utility": 0.8081, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.09}}, {"step": 4, "scene_summary": "Episode 049 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.6, "plot_progress": 0.829, "female_agency": 0.758, "lore_density": 0.518, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.8295, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.86}}, {"step": 5, "scene_summary": "Episode 049 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.759, "plot_progress": 0.764, "female_agency": 0.199, "lore_density": 0.65, "trope_misunderstanding": 0.0, "emotional_peak": 0.888}, "tags": ["female_agency"], "utility": 0.459, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.52}}, {"step": 6, "scene_summary": "Episode 049 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.454, "plot_progress": 0.705, "female_agency": 0.709, "lore_density": 0.314, "trope_misunderstanding": 0.0, "emotional_peak": 0.776}, "tags": [], "utility": 0.6362, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.9}}], "trajectory": [{"step": 1, "scene_summary": "Episode 049 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.64, "plot_progress": 0.792, "female_agency": 0.768, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.479}, "tags": [], "utility": 0.6695, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.1}}, {"step": 2, "scene_summary": "Episode 049 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.7, "plot_progress": 0.745, "female_agency": 0.83, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.667}, "tags": [], "utility": 0.712, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.63}}, {"step": 3, "scene_summary": "Episode 049 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.787, "plot_progress": 0.554, "female_agency": 0.451, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.881}, "tags": [], "utility": 0.8081, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.09}}, {"step": 4, "scene_summary": "Episode 049 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.6, "plot_progress": 0.829, "female_agency": 0.758, "lore_density": 0.518, "trope_misunderstanding": 0.0, "emotional_peak": 0.716}, "tags": [], "utility": 0.8295, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.86}}, {"step": 5, "scene_summary": "Episode 049 turn 5: 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0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0049_female_agency", "target_step": 5, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2245}]}
{"episode_id": "trace_0050", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 050 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.795, "plot_progress": 0.794, "female_agency": 0.884, "lore_density": 0.516, "trope_misunderstanding": 0.319, "emotional_peak": 0.463}, "tags": ["pacing", "trope_misunderstanding"], "utility": 0.6641, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.91}}, {"step": 2, "scene_summary": "Episode 050 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.755, "plot_progress": 0.758, "female_agency": 0.737, "lore_density": 0.628, "trope_misunderstanding": 1.0, "emotional_peak": 0.395}, "tags": ["trope_misunderstanding"], "utility": 0.5073, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.26}}, {"step": 3, "scene_summary": "Episode 050 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.59, "plot_progress": 0.718, "female_agency": 0.849, "lore_density": 0.522, "trope_misunderstanding": 0.0, "emotional_peak": 0.385}, "tags": [], "utility": 0.6469, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.29}}, {"step": 4, "scene_summary": "Episode 050 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.555, "plot_progress": 0.46, "female_agency": 0.736, "lore_density": 0.652, "trope_misunderstanding": 0.0, "emotional_peak": 0.499}, "tags": [], "utility": 0.7072, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.46}}, {"step": 5, "scene_summary": "Episode 050 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.829, "plot_progress": 0.644, "female_agency": 0.564, "lore_density": 0.663, "trope_misunderstanding": 0.0, "emotional_peak": 0.764}, "tags": [], "utility": 0.6036, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.73}}, {"step": 6, "scene_summary": "Episode 050 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.682, "plot_progress": 0.816, "female_agency": 0.562, "lore_density": 0.559, "trope_misunderstanding": 0.0, "emotional_peak": 0.455}, "tags": [], "utility": 0.788, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.37}}, {"step": 7, "scene_summary": "Episode 050 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.698, "plot_progress": 0.849, "female_agency": 0.738, "lore_density": 0.551, "trope_misunderstanding": 0.0, "emotional_peak": 0.405}, "tags": [], "utility": 0.5842, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.03}}], "trajectory": [{"step": 1, "scene_summary": "Episode 050 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.795, "plot_progress": 0.794, "female_agency": 0.884, "lore_density": 0.516, "trope_misunderstanding": 0.319, "emotional_peak": 0.463}, "tags": ["pacing", "trope_misunderstanding"], "utility": 0.6641, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.91}}, {"step": 2, "scene_summary": "Episode 050 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.755, "plot_progress": 0.758, "female_agency": 0.737, "lore_density": 0.628, "trope_misunderstanding": 1.0, "emotional_peak": 0.395}, "tags": ["trope_misunderstanding"], "utility": 0.5073, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.26}}, {"step": 3, "scene_summary": "Episode 050 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.59, "plot_progress": 0.718, "female_agency": 0.849, "lore_density": 0.522, "trope_misunderstanding": 0.0, "emotional_peak": 0.385}, "tags": [], "utility": 0.6469, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.29}}, {"step": 4, "scene_summary": "Episode 050 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.555, "plot_progress": 0.46, "female_agency": 0.736, "lore_density": 0.652, "trope_misunderstanding": 0.0, "emotional_peak": 0.499}, "tags": [], "utility": 0.7072, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.46}}, {"step": 5, "scene_summary": "Episode 050 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.829, "plot_progress": 0.644, "female_agency": 0.564, "lore_density": 0.663, "trope_misunderstanding": 0.0, "emotional_peak": 0.764}, "tags": [], "utility": 0.6036, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.73}}, {"step": 6, "scene_summary": "Episode 050 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.682, "plot_progress": 0.816, "female_agency": 0.562, "lore_density": 0.559, "trope_misunderstanding": 0.0, "emotional_peak": 0.455}, "tags": [], "utility": 0.788, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.37}}, {"step": 7, "scene_summary": "Episode 050 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.698, "plot_progress": 0.849, "female_agency": 0.738, "lore_density": 0.551, "trope_misunderstanding": 0.0, "emotional_peak": 0.405}, "tags": [], "utility": 0.5842, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.03}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 2."}, 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{"episode_id": "trace_0051", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 051 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.609, "plot_progress": 0.791, "female_agency": 0.499, "lore_density": 0.534, "trope_misunderstanding": 1.0, "emotional_peak": 0.892}, "tags": ["trope_misunderstanding"], "utility": 0.2959, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.65}}, {"step": 2, "scene_summary": "Episode 051 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.751, "plot_progress": 0.671, "female_agency": 0.751, "lore_density": 0.645, "trope_misunderstanding": 0.0, "emotional_peak": 0.465}, "tags": ["lore_density"], "utility": 0.5226, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.81}}, {"step": 3, "scene_summary": "Episode 051 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.583, "plot_progress": 0.832, "female_agency": 0.594, "lore_density": 0.292, "trope_misunderstanding": 0.0, "emotional_peak": 0.441}, "tags": [], "utility": 0.7685, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.67}}, {"step": 4, "scene_summary": "Episode 051 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.491, "plot_progress": 0.559, "female_agency": 0.904, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.592}, "tags": [], "utility": 0.8221, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.59}}], "trajectory": [{"step": 1, "scene_summary": "Episode 051 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.609, "plot_progress": 0.791, "female_agency": 0.499, "lore_density": 0.534, "trope_misunderstanding": 1.0, "emotional_peak": 0.892}, "tags": ["trope_misunderstanding"], "utility": 0.2959, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.65}}, {"step": 2, "scene_summary": "Episode 051 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.751, "plot_progress": 0.671, "female_agency": 0.751, "lore_density": 0.645, "trope_misunderstanding": 0.0, "emotional_peak": 0.465}, "tags": ["lore_density"], "utility": 0.5226, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.81}}, {"step": 3, "scene_summary": "Episode 051 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.583, "plot_progress": 0.832, "female_agency": 0.594, "lore_density": 0.292, "trope_misunderstanding": 0.0, "emotional_peak": 0.441}, "tags": [], "utility": 0.7685, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.67}}, {"step": 4, "scene_summary": "Episode 051 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.491, "plot_progress": 0.559, "female_agency": 0.904, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.592}, "tags": [], "utility": 0.8221, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.59}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0051_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2753}]}
{"episode_id": "trace_0052", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 052 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.566, "plot_progress": 0.526, "female_agency": 0.553, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.796}, "tags": [], "utility": 0.6065, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.83}}, {"step": 2, "scene_summary": "Episode 052 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.505, "female_agency": 0.638, "lore_density": 0.496, "trope_misunderstanding": 1.0, "emotional_peak": 0.877}, "tags": ["trope_misunderstanding"], "utility": 0.4525, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.29}}, {"step": 3, "scene_summary": "Episode 052 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.825, "female_agency": 0.92, "lore_density": 0.637, "trope_misunderstanding": 0.0, "emotional_peak": 0.422}, "tags": ["female_agency"], "utility": 0.5925, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.33}}, {"step": 4, "scene_summary": "Episode 052 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.593, "plot_progress": 0.775, "female_agency": 0.559, "lore_density": 0.375, "trope_misunderstanding": 0.0, "emotional_peak": 0.552}, "tags": [], "utility": 0.645, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.22}}], "trajectory": [{"step": 1, "scene_summary": "Episode 052 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.566, "plot_progress": 0.526, "female_agency": 0.553, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.796}, "tags": [], "utility": 0.6065, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.83}}, {"step": 2, "scene_summary": "Episode 052 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.505, "female_agency": 0.638, "lore_density": 0.496, "trope_misunderstanding": 1.0, "emotional_peak": 0.877}, "tags": ["trope_misunderstanding"], "utility": 0.4525, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.29}}, {"step": 3, "scene_summary": "Episode 052 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.825, "female_agency": 0.92, "lore_density": 0.637, "trope_misunderstanding": 0.0, "emotional_peak": 0.422}, "tags": ["female_agency"], "utility": 0.5925, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.33}}, {"step": 4, "scene_summary": "Episode 052 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.593, "plot_progress": 0.775, "female_agency": 0.559, "lore_density": 0.375, "trope_misunderstanding": 0.0, "emotional_peak": 0.552}, "tags": [], "utility": 0.645, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.22}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0052_trope_misunderstanding", "target_step": 2, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2724}]}
{"episode_id": "trace_0053", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 053 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.82, "female_agency": 0.719, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.633}, "tags": [], "utility": 0.7195, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.9}}, {"step": 2, "scene_summary": "Episode 053 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.816, "plot_progress": 0.586, "female_agency": 0.743, "lore_density": 0.795, "trope_misunderstanding": 0.0, "emotional_peak": 0.711}, "tags": ["lore_density"], "utility": 0.3958, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.25}}, {"step": 3, "scene_summary": "Episode 053 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.807, "female_agency": 0.632, "lore_density": 0.511, "trope_misunderstanding": 0.0, "emotional_peak": 0.381}, "tags": ["female_agency"], "utility": 0.7077, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.48}}, {"step": 4, "scene_summary": "Episode 053 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.64, "plot_progress": 0.714, "female_agency": 0.675, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.863}, "tags": [], "utility": 0.6472, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.3}}], "trajectory": [{"step": 1, "scene_summary": "Episode 053 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.82, "female_agency": 0.719, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.633}, "tags": [], "utility": 0.7195, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.9}}, {"step": 2, "scene_summary": "Episode 053 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.816, "plot_progress": 0.586, "female_agency": 0.743, "lore_density": 0.795, "trope_misunderstanding": 0.0, "emotional_peak": 0.711}, "tags": ["lore_density"], "utility": 0.3958, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.25}}, {"step": 3, "scene_summary": "Episode 053 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.807, "female_agency": 0.632, "lore_density": 0.511, "trope_misunderstanding": 0.0, "emotional_peak": 0.381}, "tags": ["female_agency"], "utility": 0.7077, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.48}}, {"step": 4, "scene_summary": "Episode 053 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.64, "plot_progress": 0.714, "female_agency": 0.675, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.863}, "tags": [], "utility": 0.6472, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.3}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0053_lore_density", "target_step": 2, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.2088}]}
{"episode_id": "trace_0054", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 054 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.566, "plot_progress": 0.657, "female_agency": 0.733, "lore_density": 0.298, "trope_misunderstanding": 0.0, "emotional_peak": 0.867}, "tags": [], "utility": 0.6655, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}, {"step": 2, "scene_summary": "Episode 054 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.657, "female_agency": 0.457, "lore_density": 0.648, "trope_misunderstanding": 0.0, "emotional_peak": 0.694}, "tags": [], "utility": 0.772, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.79}}, {"step": 3, "scene_summary": "Episode 054 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.56, "plot_progress": 0.479, "female_agency": 0.883, "lore_density": 0.435, "trope_misunderstanding": 0.0, "emotional_peak": 0.479}, "tags": [], "utility": 0.7005, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.22}}, {"step": 4, "scene_summary": "Episode 054 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.254, "plot_progress": 0.201, "female_agency": 0.488, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.787}, "tags": ["pacing"], "utility": 0.4426, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.93}}, {"step": 5, "scene_summary": "Episode 054 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.636, "plot_progress": 0.654, "female_agency": 0.676, "lore_density": 0.563, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": [], "utility": 0.6695, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.1}}, {"step": 6, "scene_summary": "Episode 054 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.474, "female_agency": 0.545, "lore_density": 0.663, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": ["trope_misunderstanding"], "utility": 0.5611, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.2}}], "trajectory": [{"step": 1, "scene_summary": "Episode 054 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.566, "plot_progress": 0.657, "female_agency": 0.733, "lore_density": 0.298, "trope_misunderstanding": 0.0, "emotional_peak": 0.867}, "tags": [], "utility": 0.6655, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.96}}, {"step": 2, "scene_summary": "Episode 054 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.657, "female_agency": 0.457, "lore_density": 0.648, "trope_misunderstanding": 0.0, "emotional_peak": 0.694}, "tags": [], "utility": 0.772, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.79}}, {"step": 3, "scene_summary": "Episode 054 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.56, "plot_progress": 0.479, "female_agency": 0.883, "lore_density": 0.435, "trope_misunderstanding": 0.0, "emotional_peak": 0.479}, "tags": [], "utility": 0.7005, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.22}}, {"step": 4, "scene_summary": "Episode 054 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.254, "plot_progress": 0.201, "female_agency": 0.488, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.787}, "tags": ["pacing"], "utility": 0.4426, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.93}}, {"step": 5, "scene_summary": "Episode 054 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.636, "plot_progress": 0.654, "female_agency": 0.676, "lore_density": 0.563, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": [], "utility": 0.6695, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.1}}, {"step": 6, "scene_summary": "Episode 054 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.474, "female_agency": 0.545, "lore_density": 0.663, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": ["trope_misunderstanding"], "utility": 0.5611, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.2}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5, 6]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0054_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2375}]}
{"episode_id": "trace_0055", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 055 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.481, "plot_progress": 0.605, "female_agency": 0.599, "lore_density": 0.454, "trope_misunderstanding": 0.0, "emotional_peak": 0.659}, "tags": ["female_agency"], "utility": 0.6152, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.15}}, {"step": 2, "scene_summary": "Episode 055 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.575, "female_agency": 0.454, "lore_density": 0.877, "trope_misunderstanding": 0.0, "emotional_peak": 0.791}, "tags": ["lore_density"], "utility": 0.4798, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.27}}, {"step": 3, "scene_summary": "Episode 055 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.874, "female_agency": 0.893, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.874}, "tags": ["pacing"], "utility": 0.6985, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.15}}, {"step": 4, "scene_summary": "Episode 055 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.637, "plot_progress": 0.785, "female_agency": 0.637, "lore_density": 0.336, "trope_misunderstanding": 0.0, "emotional_peak": 0.845}, "tags": [], "utility": 0.658, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.69}}], "trajectory": [{"step": 1, "scene_summary": "Episode 055 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.481, "plot_progress": 0.605, "female_agency": 0.599, "lore_density": 0.454, "trope_misunderstanding": 0.0, "emotional_peak": 0.659}, "tags": ["female_agency"], "utility": 0.6152, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.15}}, {"step": 2, "scene_summary": "Episode 055 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.575, "female_agency": 0.454, "lore_density": 0.877, "trope_misunderstanding": 0.0, "emotional_peak": 0.791}, "tags": ["lore_density"], "utility": 0.4798, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.27}}, {"step": 3, "scene_summary": "Episode 055 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.874, "female_agency": 0.893, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.874}, "tags": ["pacing"], "utility": 0.6985, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.15}}, {"step": 4, "scene_summary": "Episode 055 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.637, "plot_progress": 0.785, "female_agency": 0.637, "lore_density": 0.336, "trope_misunderstanding": 0.0, "emotional_peak": 0.845}, "tags": [], "utility": 0.658, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.69}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0055_lore_density", "target_step": 2, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1922}]}
{"episode_id": "trace_0056", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 056 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.634, "female_agency": 0.475, "lore_density": 0.638, "trope_misunderstanding": 0.0, "emotional_peak": 0.692}, "tags": [], "utility": 0.6908, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.87}}, {"step": 2, "scene_summary": "Episode 056 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.778, "plot_progress": 0.863, "female_agency": 0.656, "lore_density": 0.516, "trope_misunderstanding": 0.0, "emotional_peak": 0.553}, "tags": [], "utility": 0.6889, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.8}}, {"step": 3, "scene_summary": "Episode 056 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.776, "plot_progress": 0.554, "female_agency": 0.218, "lore_density": 0.309, "trope_misunderstanding": 0.0, "emotional_peak": 0.369}, "tags": ["female_agency"], "utility": 0.4566, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.44}}, {"step": 4, "scene_summary": "Episode 056 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.738, "female_agency": 0.677, "lore_density": 0.33, "trope_misunderstanding": 0.0, "emotional_peak": 0.539}, "tags": [], "utility": 0.5974, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.51}}], "trajectory": [{"step": 1, "scene_summary": "Episode 056 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.634, "female_agency": 0.475, "lore_density": 0.638, "trope_misunderstanding": 0.0, "emotional_peak": 0.692}, "tags": [], "utility": 0.6908, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.87}}, {"step": 2, "scene_summary": "Episode 056 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.778, "plot_progress": 0.863, "female_agency": 0.656, "lore_density": 0.516, "trope_misunderstanding": 0.0, "emotional_peak": 0.553}, "tags": [], "utility": 0.6889, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.8}}, {"step": 3, "scene_summary": "Episode 056 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.776, "plot_progress": 0.554, "female_agency": 0.218, "lore_density": 0.309, "trope_misunderstanding": 0.0, "emotional_peak": 0.369}, "tags": ["female_agency"], "utility": 0.4566, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.44}}, {"step": 4, "scene_summary": "Episode 056 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.738, "female_agency": 0.677, "lore_density": 0.33, "trope_misunderstanding": 0.0, "emotional_peak": 0.539}, "tags": [], "utility": 0.5974, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.51}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0056_female_agency", "target_step": 3, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2283}]}
{"episode_id": "trace_0057", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 057 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.647, "plot_progress": 0.504, "female_agency": 0.818, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.364}, "tags": [], "utility": 0.7679, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.64}}, {"step": 2, "scene_summary": "Episode 057 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.475, "female_agency": 0.735, "lore_density": 0.345, "trope_misunderstanding": 1.0, "emotional_peak": 0.812}, "tags": ["trope_misunderstanding"], "utility": 0.4986, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.95}}, {"step": 3, "scene_summary": "Episode 057 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.797, "female_agency": 0.92, "lore_density": 0.347, "trope_misunderstanding": 0.0, "emotional_peak": 0.866}, "tags": [], "utility": 0.6895, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.82}}, {"step": 4, "scene_summary": "Episode 057 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.603, "plot_progress": 0.807, "female_agency": 0.613, "lore_density": 0.393, "trope_misunderstanding": 0.0, "emotional_peak": 0.896}, "tags": [], "utility": 0.8029, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.9}}], "trajectory": [{"step": 1, "scene_summary": "Episode 057 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.647, "plot_progress": 0.504, "female_agency": 0.818, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.364}, "tags": [], "utility": 0.7679, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.64}}, {"step": 2, "scene_summary": "Episode 057 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.475, "female_agency": 0.735, "lore_density": 0.345, "trope_misunderstanding": 1.0, "emotional_peak": 0.812}, "tags": ["trope_misunderstanding"], "utility": 0.4986, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.95}}, {"step": 3, "scene_summary": "Episode 057 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.797, "female_agency": 0.92, "lore_density": 0.347, "trope_misunderstanding": 0.0, "emotional_peak": 0.866}, "tags": [], "utility": 0.6895, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.82}}, {"step": 4, "scene_summary": "Episode 057 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.603, "plot_progress": 0.807, "female_agency": 0.613, "lore_density": 0.393, "trope_misunderstanding": 0.0, "emotional_peak": 0.896}, "tags": [], "utility": 0.8029, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.9}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0057_trope_misunderstanding", "target_step": 2, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2817}]}
{"episode_id": "trace_0058", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 058 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.732, "plot_progress": 0.637, "female_agency": 0.549, "lore_density": 0.693, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.8524, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.69}}, {"step": 2, "scene_summary": "Episode 058 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.661, "plot_progress": 0.671, "female_agency": 0.579, "lore_density": 0.642, "trope_misunderstanding": 0.0, "emotional_peak": 0.389}, "tags": [], "utility": 0.6585, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.71}}, {"step": 3, "scene_summary": "Episode 058 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.457, "plot_progress": 0.474, "female_agency": 0.466, "lore_density": 0.564, "trope_misunderstanding": 0.0, "emotional_peak": 0.64}, "tags": [], "utility": 0.8356, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.08}}, {"step": 4, "scene_summary": "Episode 058 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.578, "plot_progress": 0.874, "female_agency": 0.451, "lore_density": 0.26, "trope_misunderstanding": 0.0, "emotional_peak": 0.751}, "tags": [], "utility": 0.6026, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.69}}, {"step": 5, "scene_summary": "Episode 058 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.719, "plot_progress": 0.532, "female_agency": 0.722, "lore_density": 0.339, "trope_misunderstanding": 0.0, "emotional_peak": 0.394}, "tags": ["pacing"], "utility": 0.5803, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.89}}, {"step": 6, "scene_summary": "Episode 058 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.765, "plot_progress": 0.795, "female_agency": 0.537, "lore_density": 0.693, "trope_misunderstanding": 1.0, "emotional_peak": 0.887}, "tags": ["trope_misunderstanding"], "utility": 0.2989, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.76}}, {"step": 7, "scene_summary": "Episode 058 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.607, "plot_progress": 0.467, "female_agency": 0.739, "lore_density": 0.689, "trope_misunderstanding": 0.0, "emotional_peak": 0.629}, "tags": [], "utility": 0.7987, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.75}}], "trajectory": [{"step": 1, "scene_summary": "Episode 058 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.732, "plot_progress": 0.637, "female_agency": 0.549, "lore_density": 0.693, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.8524, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.69}}, {"step": 2, "scene_summary": "Episode 058 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.661, "plot_progress": 0.671, "female_agency": 0.579, "lore_density": 0.642, "trope_misunderstanding": 0.0, "emotional_peak": 0.389}, "tags": [], "utility": 0.6585, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.71}}, {"step": 3, "scene_summary": "Episode 058 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.457, "plot_progress": 0.474, "female_agency": 0.466, "lore_density": 0.564, "trope_misunderstanding": 0.0, "emotional_peak": 0.64}, "tags": [], "utility": 0.8356, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.08}}, {"step": 4, "scene_summary": "Episode 058 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.578, "plot_progress": 0.874, "female_agency": 0.451, "lore_density": 0.26, "trope_misunderstanding": 0.0, "emotional_peak": 0.751}, "tags": [], "utility": 0.6026, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.69}}, {"step": 5, "scene_summary": "Episode 058 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.719, "plot_progress": 0.532, "female_agency": 0.722, "lore_density": 0.339, "trope_misunderstanding": 0.0, "emotional_peak": 0.394}, "tags": ["pacing"], "utility": 0.5803, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.89}}, {"step": 6, "scene_summary": "Episode 058 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.765, "plot_progress": 0.795, "female_agency": 0.537, "lore_density": 0.693, "trope_misunderstanding": 1.0, "emotional_peak": 0.887}, "tags": ["trope_misunderstanding"], "utility": 0.2989, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.76}}, {"step": 7, "scene_summary": "Episode 058 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.607, "plot_progress": 0.467, "female_agency": 0.739, "lore_density": 0.689, "trope_misunderstanding": 0.0, "emotional_peak": 0.629}, "tags": [], "utility": 0.7987, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.75}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [7]}, "gold_credit_assignment": {"culprit_step": 6, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 6."}, "counterfactual_repairs": [{"repair_id": "repair_0058_trope_misunderstanding", "target_step": 6, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2468}]}
{"episode_id": "trace_0059", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 059 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.722, "female_agency": 0.569, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.376}, "tags": [], "utility": 0.5953, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.43}}, {"step": 2, "scene_summary": "Episode 059 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.549, "plot_progress": 0.822, "female_agency": 0.642, "lore_density": 0.698, "trope_misunderstanding": 0.0, "emotional_peak": 0.685}, "tags": ["lore_density"], "utility": 0.7015, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.25}}, {"step": 3, "scene_summary": "Episode 059 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.606, "plot_progress": 0.584, "female_agency": 0.616, "lore_density": 0.921, "trope_misunderstanding": 0.0, "emotional_peak": 0.412}, "tags": ["lore_density"], "utility": 0.5272, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.98}}, {"step": 4, "scene_summary": "Episode 059 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.55, "female_agency": 0.833, "lore_density": 0.577, "trope_misunderstanding": 0.0, "emotional_peak": 0.68}, "tags": [], "utility": 0.8029, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.9}}, {"step": 5, "scene_summary": "Episode 059 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.478, "plot_progress": 0.821, "female_agency": 0.834, "lore_density": 0.281, "trope_misunderstanding": 0.0, "emotional_peak": 0.428}, "tags": [], "utility": 0.6415, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.1}}], "trajectory": [{"step": 1, "scene_summary": "Episode 059 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.487, "plot_progress": 0.722, "female_agency": 0.569, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.376}, "tags": [], "utility": 0.5953, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.43}}, {"step": 2, "scene_summary": "Episode 059 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.549, "plot_progress": 0.822, "female_agency": 0.642, "lore_density": 0.698, "trope_misunderstanding": 0.0, "emotional_peak": 0.685}, "tags": ["lore_density"], "utility": 0.7015, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.25}}, {"step": 3, "scene_summary": "Episode 059 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.606, "plot_progress": 0.584, "female_agency": 0.616, "lore_density": 0.921, "trope_misunderstanding": 0.0, "emotional_peak": 0.412}, "tags": ["lore_density"], "utility": 0.5272, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.98}}, {"step": 4, "scene_summary": "Episode 059 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.55, "female_agency": 0.833, "lore_density": 0.577, "trope_misunderstanding": 0.0, "emotional_peak": 0.68}, "tags": [], "utility": 0.8029, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.9}}, {"step": 5, "scene_summary": "Episode 059 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.478, "plot_progress": 0.821, "female_agency": 0.834, "lore_density": 0.281, "trope_misunderstanding": 0.0, "emotional_peak": 0.428}, "tags": [], "utility": 0.6415, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.1}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [4, 5]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0059_lore_density", "target_step": 3, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1666}]}
{"episode_id": "trace_0060", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 060 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.753, "female_agency": 0.625, "lore_density": 0.58, "trope_misunderstanding": 0.0, "emotional_peak": 0.633}, "tags": ["lore_density"], "utility": 0.7968, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.68}}, {"step": 2, "scene_summary": "Episode 060 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.666, "plot_progress": 0.832, "female_agency": 0.5, "lore_density": 0.492, "trope_misunderstanding": 0.0, "emotional_peak": 0.59}, "tags": [], "utility": 0.7755, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.92}}, {"step": 3, "scene_summary": "Episode 060 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.614, "plot_progress": 0.651, "female_agency": 0.851, "lore_density": 0.291, "trope_misunderstanding": 0.0, "emotional_peak": 0.464}, "tags": [], "utility": 0.763, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.47}}, {"step": 4, "scene_summary": "Episode 060 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.258, "plot_progress": 0.234, "female_agency": 0.584, "lore_density": 0.645, "trope_misunderstanding": 0.0, "emotional_peak": 0.448}, "tags": ["pacing"], "utility": 0.4149, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.94}}, {"step": 5, "scene_summary": "Episode 060 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.752, "plot_progress": 0.552, "female_agency": 0.89, "lore_density": 0.267, "trope_misunderstanding": 0.0, "emotional_peak": 0.383}, "tags": [], "utility": 0.827, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.77}}, {"step": 6, "scene_summary": "Episode 060 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.615, "plot_progress": 0.745, "female_agency": 0.818, "lore_density": 0.323, "trope_misunderstanding": 0.0, "emotional_peak": 0.393}, "tags": [], "utility": 0.7233, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.04}}, {"step": 7, "scene_summary": "Episode 060 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.592, "plot_progress": 0.687, "female_agency": 0.91, "lore_density": 0.673, "trope_misunderstanding": 0.0, "emotional_peak": 0.364}, "tags": [], "utility": 0.8117, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.22}}], "trajectory": [{"step": 1, "scene_summary": "Episode 060 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.756, "plot_progress": 0.753, "female_agency": 0.625, "lore_density": 0.58, "trope_misunderstanding": 0.0, "emotional_peak": 0.633}, "tags": ["lore_density"], "utility": 0.7968, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.68}}, {"step": 2, "scene_summary": "Episode 060 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.666, "plot_progress": 0.832, "female_agency": 0.5, "lore_density": 0.492, "trope_misunderstanding": 0.0, "emotional_peak": 0.59}, "tags": [], "utility": 0.7755, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.92}}, {"step": 3, "scene_summary": "Episode 060 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.614, "plot_progress": 0.651, "female_agency": 0.851, "lore_density": 0.291, "trope_misunderstanding": 0.0, "emotional_peak": 0.464}, "tags": [], "utility": 0.763, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.47}}, {"step": 4, "scene_summary": "Episode 060 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.258, "plot_progress": 0.234, "female_agency": 0.584, "lore_density": 0.645, "trope_misunderstanding": 0.0, "emotional_peak": 0.448}, "tags": ["pacing"], "utility": 0.4149, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.94}}, {"step": 5, "scene_summary": "Episode 060 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.752, "plot_progress": 0.552, "female_agency": 0.89, "lore_density": 0.267, "trope_misunderstanding": 0.0, "emotional_peak": 0.383}, "tags": [], "utility": 0.827, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.77}}, {"step": 6, "scene_summary": "Episode 060 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.615, "plot_progress": 0.745, "female_agency": 0.818, "lore_density": 0.323, "trope_misunderstanding": 0.0, "emotional_peak": 0.393}, "tags": [], "utility": 0.7233, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.04}}, {"step": 7, "scene_summary": "Episode 060 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.592, "plot_progress": 0.687, "female_agency": 0.91, "lore_density": 0.673, "trope_misunderstanding": 0.0, "emotional_peak": 0.364}, "tags": [], "utility": 0.8117, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.22}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0060_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2224}]}
{"episode_id": "trace_0061", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 061 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.561, "female_agency": 0.817, "lore_density": 0.64, "trope_misunderstanding": 0.0, "emotional_peak": 0.661}, "tags": ["female_agency"], "utility": 0.526, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.93}}, {"step": 2, "scene_summary": "Episode 061 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.461, "plot_progress": 0.542, "female_agency": 0.64, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.792}, "tags": [], "utility": 0.6703, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.13}}, {"step": 3, "scene_summary": "Episode 061 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.584, "plot_progress": 0.602, "female_agency": 0.525, "lore_density": 0.35, "trope_misunderstanding": 0.0, "emotional_peak": 0.427}, "tags": [], "utility": 0.8319, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.95}}, {"step": 4, "scene_summary": "Episode 061 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.609, "plot_progress": 0.605, "female_agency": 0.583, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.877}, "tags": [], "utility": 0.6902, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.85}}, {"step": 5, "scene_summary": "Episode 061 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.736, "plot_progress": 0.505, "female_agency": 0.881, "lore_density": 0.693, "trope_misunderstanding": 1.0, "emotional_peak": 0.744}, "tags": ["trope_misunderstanding"], "utility": 0.5263, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.95}}, {"step": 6, "scene_summary": "Episode 061 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.505, "plot_progress": 0.529, "female_agency": 0.691, "lore_density": 0.259, "trope_misunderstanding": 0.0, "emotional_peak": 0.853}, "tags": [], "utility": 0.6467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.28}}], "trajectory": [{"step": 1, "scene_summary": "Episode 061 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.561, "female_agency": 0.817, "lore_density": 0.64, "trope_misunderstanding": 0.0, "emotional_peak": 0.661}, "tags": ["female_agency"], "utility": 0.526, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.93}}, {"step": 2, "scene_summary": "Episode 061 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.461, "plot_progress": 0.542, "female_agency": 0.64, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.792}, "tags": [], "utility": 0.6703, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.13}}, {"step": 3, "scene_summary": "Episode 061 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.584, "plot_progress": 0.602, "female_agency": 0.525, "lore_density": 0.35, "trope_misunderstanding": 0.0, "emotional_peak": 0.427}, "tags": [], "utility": 0.8319, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.95}}, {"step": 4, "scene_summary": "Episode 061 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.609, "plot_progress": 0.605, "female_agency": 0.583, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.877}, "tags": [], "utility": 0.6902, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.85}}, {"step": 5, "scene_summary": "Episode 061 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.736, "plot_progress": 0.505, "female_agency": 0.881, "lore_density": 0.693, "trope_misunderstanding": 1.0, "emotional_peak": 0.744}, "tags": ["trope_misunderstanding"], "utility": 0.5263, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.95}}, {"step": 6, "scene_summary": "Episode 061 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.505, "plot_progress": 0.529, "female_agency": 0.691, "lore_density": 0.259, "trope_misunderstanding": 0.0, "emotional_peak": 0.853}, "tags": [], "utility": 0.6467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.28}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [6]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0061_trope_misunderstanding", "target_step": 5, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.277}]}
{"episode_id": "trace_0062", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 062 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.42, "plot_progress": 0.502, "female_agency": 0.485, "lore_density": 0.597, "trope_misunderstanding": 0.0, "emotional_peak": 0.56}, "tags": ["pacing"], "utility": 0.7895, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.42}}, {"step": 2, "scene_summary": "Episode 062 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.16, "plot_progress": 0.152, "female_agency": 0.784, "lore_density": 0.699, "trope_misunderstanding": 0.0, "emotional_peak": 0.81}, "tags": ["pacing"], "utility": 0.5116, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.42}}, {"step": 3, "scene_summary": "Episode 062 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.47, "plot_progress": 0.587, "female_agency": 0.78, "lore_density": 0.499, "trope_misunderstanding": 0.0, "emotional_peak": 0.668}, "tags": [], "utility": 0.6361, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.9}}, {"step": 4, "scene_summary": "Episode 062 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.8, "plot_progress": 0.598, "female_agency": 0.687, "lore_density": 0.34, "trope_misunderstanding": 0.0, "emotional_peak": 0.76}, "tags": [], "utility": 0.768, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.65}}, {"step": 5, "scene_summary": "Episode 062 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.708, "female_agency": 0.901, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.47}, "tags": ["trope_misunderstanding"], "utility": 0.7063, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.43}}], "trajectory": [{"step": 1, "scene_summary": "Episode 062 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.42, "plot_progress": 0.502, "female_agency": 0.485, "lore_density": 0.597, "trope_misunderstanding": 0.0, "emotional_peak": 0.56}, "tags": ["pacing"], "utility": 0.7895, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.42}}, {"step": 2, "scene_summary": "Episode 062 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.16, "plot_progress": 0.152, "female_agency": 0.784, "lore_density": 0.699, "trope_misunderstanding": 0.0, "emotional_peak": 0.81}, "tags": ["pacing"], "utility": 0.5116, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.42}}, {"step": 3, "scene_summary": "Episode 062 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.47, "plot_progress": 0.587, "female_agency": 0.78, "lore_density": 0.499, "trope_misunderstanding": 0.0, "emotional_peak": 0.668}, "tags": [], "utility": 0.6361, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.9}}, {"step": 4, "scene_summary": "Episode 062 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.8, "plot_progress": 0.598, "female_agency": 0.687, "lore_density": 0.34, "trope_misunderstanding": 0.0, "emotional_peak": 0.76}, "tags": [], "utility": 0.768, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.65}}, {"step": 5, "scene_summary": "Episode 062 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.708, "female_agency": 0.901, "lore_density": 0.468, "trope_misunderstanding": 0.0, "emotional_peak": 0.47}, "tags": ["trope_misunderstanding"], "utility": 0.7063, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.43}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0062_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2374}]}
{"episode_id": "trace_0063", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 063 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.696, "plot_progress": 0.726, "female_agency": 0.567, "lore_density": 0.445, "trope_misunderstanding": 0.0, "emotional_peak": 0.893}, "tags": ["female_agency"], "utility": 0.6584, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.7}}, {"step": 2, "scene_summary": "Episode 063 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.313, "plot_progress": 0.122, "female_agency": 0.841, "lore_density": 0.405, "trope_misunderstanding": 0.0, "emotional_peak": 0.363}, "tags": ["pacing"], "utility": 0.5205, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.74}}, {"step": 3, "scene_summary": "Episode 063 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.806, "female_agency": 0.656, "lore_density": 0.271, "trope_misunderstanding": 0.0, "emotional_peak": 0.812}, "tags": [], "utility": 0.5814, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.93}}, {"step": 4, "scene_summary": "Episode 063 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.561, "plot_progress": 0.733, "female_agency": 0.72, "lore_density": 0.592, "trope_misunderstanding": 0.0, "emotional_peak": 0.406}, "tags": [], "utility": 0.6101, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.96}}, {"step": 5, "scene_summary": "Episode 063 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.64, "plot_progress": 0.709, "female_agency": 0.51, "lore_density": 0.392, "trope_misunderstanding": 0.0, "emotional_peak": 0.643}, "tags": [], "utility": 0.7156, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.76}}, {"step": 6, "scene_summary": "Episode 063 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.827, "plot_progress": 0.492, "female_agency": 0.916, "lore_density": 0.394, "trope_misunderstanding": 0.0, "emotional_peak": 0.677}, "tags": [], "utility": 0.6989, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.16}}], "trajectory": [{"step": 1, "scene_summary": "Episode 063 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.696, "plot_progress": 0.726, "female_agency": 0.567, "lore_density": 0.445, "trope_misunderstanding": 0.0, "emotional_peak": 0.893}, "tags": ["female_agency"], "utility": 0.6584, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.7}}, {"step": 2, "scene_summary": "Episode 063 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.313, "plot_progress": 0.122, "female_agency": 0.841, "lore_density": 0.405, "trope_misunderstanding": 0.0, "emotional_peak": 0.363}, "tags": ["pacing"], "utility": 0.5205, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.74}}, {"step": 3, "scene_summary": "Episode 063 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.669, "plot_progress": 0.806, "female_agency": 0.656, "lore_density": 0.271, "trope_misunderstanding": 0.0, "emotional_peak": 0.812}, "tags": [], "utility": 0.5814, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.93}}, {"step": 4, "scene_summary": "Episode 063 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.561, "plot_progress": 0.733, "female_agency": 0.72, "lore_density": 0.592, "trope_misunderstanding": 0.0, "emotional_peak": 0.406}, "tags": [], "utility": 0.6101, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.96}}, {"step": 5, "scene_summary": "Episode 063 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.64, "plot_progress": 0.709, "female_agency": 0.51, "lore_density": 0.392, "trope_misunderstanding": 0.0, "emotional_peak": 0.643}, "tags": [], "utility": 0.7156, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.76}}, {"step": 6, "scene_summary": "Episode 063 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.827, "plot_progress": 0.492, "female_agency": 0.916, "lore_density": 0.394, "trope_misunderstanding": 0.0, "emotional_peak": 0.677}, "tags": [], "utility": 0.6989, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.16}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0063_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2132}]}
{"episode_id": "trace_0064", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 064 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.556, "plot_progress": 0.689, "female_agency": 0.469, "lore_density": 0.645, "trope_misunderstanding": 0.0, "emotional_peak": 0.454}, "tags": [], "utility": 0.6457, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.25}}, {"step": 2, "scene_summary": "Episode 064 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.48, "plot_progress": 0.829, "female_agency": 0.845, "lore_density": 0.352, "trope_misunderstanding": 0.0, "emotional_peak": 0.884}, "tags": ["lore_density"], "utility": 0.5398, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.43}}, {"step": 3, "scene_summary": "Episode 064 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.43, "plot_progress": 0.503, "female_agency": 0.838, "lore_density": 0.61, "trope_misunderstanding": 0.0, "emotional_peak": 0.451}, "tags": ["pacing"], "utility": 0.8287, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.83}}, {"step": 4, "scene_summary": "Episode 064 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.443, "plot_progress": 0.506, "female_agency": 0.868, "lore_density": 0.656, "trope_misunderstanding": 0.0, "emotional_peak": 0.605}, "tags": ["pacing"], "utility": 0.5634, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.28}}, {"step": 5, "scene_summary": "Episode 064 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.267, "plot_progress": 0.306, "female_agency": 0.616, "lore_density": 0.502, "trope_misunderstanding": 0.0, "emotional_peak": 0.5}, "tags": ["pacing"], "utility": 0.3659, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.17}}, {"step": 6, "scene_summary": "Episode 064 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.624, "plot_progress": 0.797, "female_agency": 0.782, "lore_density": 0.448, "trope_misunderstanding": 0.0, "emotional_peak": 0.376}, "tags": [], "utility": 0.7988, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.76}}, {"step": 7, "scene_summary": "Episode 064 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.453, "plot_progress": 0.623, "female_agency": 0.654, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": ["trope_misunderstanding"], "utility": 0.6128, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.06}}], "trajectory": [{"step": 1, "scene_summary": "Episode 064 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.556, "plot_progress": 0.689, "female_agency": 0.469, "lore_density": 0.645, "trope_misunderstanding": 0.0, "emotional_peak": 0.454}, "tags": [], "utility": 0.6457, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.25}}, {"step": 2, "scene_summary": "Episode 064 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.48, "plot_progress": 0.829, "female_agency": 0.845, "lore_density": 0.352, "trope_misunderstanding": 0.0, "emotional_peak": 0.884}, "tags": ["lore_density"], "utility": 0.5398, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.43}}, {"step": 3, "scene_summary": "Episode 064 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.43, "plot_progress": 0.503, "female_agency": 0.838, "lore_density": 0.61, "trope_misunderstanding": 0.0, "emotional_peak": 0.451}, "tags": ["pacing"], "utility": 0.8287, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.83}}, {"step": 4, "scene_summary": "Episode 064 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.443, "plot_progress": 0.506, "female_agency": 0.868, "lore_density": 0.656, "trope_misunderstanding": 0.0, "emotional_peak": 0.605}, "tags": ["pacing"], "utility": 0.5634, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.28}}, {"step": 5, "scene_summary": "Episode 064 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.267, "plot_progress": 0.306, "female_agency": 0.616, "lore_density": 0.502, "trope_misunderstanding": 0.0, "emotional_peak": 0.5}, "tags": ["pacing"], "utility": 0.3659, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.17}}, {"step": 6, "scene_summary": "Episode 064 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.624, "plot_progress": 0.797, "female_agency": 0.782, "lore_density": 0.448, "trope_misunderstanding": 0.0, "emotional_peak": 0.376}, "tags": [], "utility": 0.7988, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.76}}, {"step": 7, "scene_summary": "Episode 064 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.453, "plot_progress": 0.623, "female_agency": 0.654, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": ["trope_misunderstanding"], "utility": 0.6128, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.06}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [6, 7]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0064_pacing", "target_step": 5, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2176}]}
{"episode_id": "trace_0065", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 065 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.47, "plot_progress": 0.571, "female_agency": 0.537, "lore_density": 0.511, "trope_misunderstanding": 0.0, "emotional_peak": 0.878}, "tags": [], "utility": 0.6414, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.09}}, {"step": 2, "scene_summary": "Episode 065 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.558, "plot_progress": 0.515, "female_agency": 0.773, "lore_density": 0.373, "trope_misunderstanding": 0.0, "emotional_peak": 0.594}, "tags": [], "utility": 0.5911, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.28}}, {"step": 3, "scene_summary": "Episode 065 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.507, "female_agency": 0.625, "lore_density": 0.636, "trope_misunderstanding": 0.0, "emotional_peak": 0.84}, "tags": [], "utility": 0.8548, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.77}}, {"step": 4, "scene_summary": "Episode 065 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.637, "plot_progress": 0.808, "female_agency": 0.723, "lore_density": 0.633, "trope_misunderstanding": 0.0, "emotional_peak": 0.404}, "tags": [], "utility": 0.7, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.2}}, {"step": 5, "scene_summary": "Episode 065 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.827, "plot_progress": 0.467, "female_agency": 0.759, "lore_density": 0.887, "trope_misunderstanding": 0.0, "emotional_peak": 0.81}, "tags": ["lore_density"], "utility": 0.6636, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.89}}, {"step": 6, "scene_summary": "Episode 065 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.498, "plot_progress": 0.803, "female_agency": 0.847, "lore_density": 0.676, "trope_misunderstanding": 0.0, "emotional_peak": 0.634}, "tags": [], "utility": 0.7901, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.44}}], "trajectory": [{"step": 1, "scene_summary": "Episode 065 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.47, "plot_progress": 0.571, "female_agency": 0.537, "lore_density": 0.511, "trope_misunderstanding": 0.0, "emotional_peak": 0.878}, "tags": [], "utility": 0.6414, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.09}}, {"step": 2, "scene_summary": "Episode 065 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.558, "plot_progress": 0.515, "female_agency": 0.773, "lore_density": 0.373, "trope_misunderstanding": 0.0, "emotional_peak": 0.594}, "tags": [], "utility": 0.5911, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.28}}, {"step": 3, "scene_summary": "Episode 065 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.748, "plot_progress": 0.507, "female_agency": 0.625, "lore_density": 0.636, "trope_misunderstanding": 0.0, "emotional_peak": 0.84}, "tags": [], "utility": 0.8548, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.77}}, {"step": 4, "scene_summary": "Episode 065 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.637, "plot_progress": 0.808, "female_agency": 0.723, "lore_density": 0.633, "trope_misunderstanding": 0.0, "emotional_peak": 0.404}, "tags": [], "utility": 0.7, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.2}}, {"step": 5, "scene_summary": "Episode 065 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.827, "plot_progress": 0.467, "female_agency": 0.759, "lore_density": 0.887, "trope_misunderstanding": 0.0, "emotional_peak": 0.81}, "tags": ["lore_density"], "utility": 0.6636, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.89}}, {"step": 6, "scene_summary": "Episode 065 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.498, "plot_progress": 0.803, "female_agency": 0.847, "lore_density": 0.676, "trope_misunderstanding": 0.0, "emotional_peak": 0.634}, "tags": [], "utility": 0.7901, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.44}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [6]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0065_lore_density", "target_step": 5, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1794}]}
{"episode_id": "trace_0066", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 066 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.835, "plot_progress": 0.669, "female_agency": 0.814, "lore_density": 0.41, "trope_misunderstanding": 0.0, "emotional_peak": 0.823}, "tags": [], "utility": 0.8467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.48}}, {"step": 2, "scene_summary": "Episode 066 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.463, "plot_progress": 0.502, "female_agency": 0.586, "lore_density": 0.285, "trope_misunderstanding": 0.0, "emotional_peak": 0.68}, "tags": ["pacing"], "utility": 0.6633, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.88}}, {"step": 3, "scene_summary": "Episode 066 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.414, "plot_progress": 0.461, "female_agency": 0.759, "lore_density": 0.357, "trope_misunderstanding": 0.0, "emotional_peak": 0.701}, "tags": ["pacing"], "utility": 0.6993, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.18}}, {"step": 4, "scene_summary": "Episode 066 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.249, "plot_progress": 0.253, "female_agency": 0.562, "lore_density": 0.508, "trope_misunderstanding": 0.0, "emotional_peak": 0.535}, "tags": ["pacing"], "utility": 0.5189, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.68}}, {"step": 5, "scene_summary": "Episode 066 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.693, "plot_progress": 0.571, "female_agency": 0.895, "lore_density": 0.324, "trope_misunderstanding": 0.0, "emotional_peak": 0.791}, "tags": [], "utility": 0.8437, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.37}}, {"step": 6, "scene_summary": "Episode 066 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.877, "female_agency": 0.701, "lore_density": 0.356, "trope_misunderstanding": 0.0, "emotional_peak": 0.409}, "tags": [], "utility": 0.6833, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.6}}], "trajectory": [{"step": 1, "scene_summary": "Episode 066 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.835, "plot_progress": 0.669, "female_agency": 0.814, "lore_density": 0.41, "trope_misunderstanding": 0.0, "emotional_peak": 0.823}, "tags": [], "utility": 0.8467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.48}}, {"step": 2, "scene_summary": "Episode 066 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.463, "plot_progress": 0.502, "female_agency": 0.586, "lore_density": 0.285, "trope_misunderstanding": 0.0, "emotional_peak": 0.68}, "tags": ["pacing"], "utility": 0.6633, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.88}}, {"step": 3, "scene_summary": "Episode 066 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.414, "plot_progress": 0.461, "female_agency": 0.759, "lore_density": 0.357, "trope_misunderstanding": 0.0, "emotional_peak": 0.701}, "tags": ["pacing"], "utility": 0.6993, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.18}}, {"step": 4, "scene_summary": "Episode 066 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.249, "plot_progress": 0.253, "female_agency": 0.562, "lore_density": 0.508, "trope_misunderstanding": 0.0, "emotional_peak": 0.535}, "tags": ["pacing"], "utility": 0.5189, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.68}}, {"step": 5, "scene_summary": "Episode 066 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.693, "plot_progress": 0.571, "female_agency": 0.895, "lore_density": 0.324, "trope_misunderstanding": 0.0, "emotional_peak": 0.791}, "tags": [], "utility": 0.8437, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.37}}, {"step": 6, "scene_summary": "Episode 066 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.877, "female_agency": 0.701, "lore_density": 0.356, "trope_misunderstanding": 0.0, "emotional_peak": 0.409}, "tags": [], "utility": 0.6833, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.6}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5, 6]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0066_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2212}]}
{"episode_id": "trace_0067", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 067 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.67, "plot_progress": 0.52, "female_agency": 0.552, "lore_density": 0.66, "trope_misunderstanding": 1.0, "emotional_peak": 0.486}, "tags": ["trope_misunderstanding"], "utility": 0.3916, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.1}}, {"step": 2, "scene_summary": "Episode 067 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.636, "female_agency": 0.702, "lore_density": 0.256, "trope_misunderstanding": 0.0, "emotional_peak": 0.787}, "tags": [], "utility": 0.8297, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.87}}, {"step": 3, "scene_summary": "Episode 067 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.696, "plot_progress": 0.493, "female_agency": 0.514, "lore_density": 0.623, "trope_misunderstanding": 0.0, "emotional_peak": 0.66}, "tags": [], "utility": 0.7839, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.22}}, {"step": 4, "scene_summary": "Episode 067 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.567, "plot_progress": 0.768, "female_agency": 0.625, "lore_density": 0.517, "trope_misunderstanding": 0.0, "emotional_peak": 0.764}, "tags": [], "utility": 0.8258, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.73}}, {"step": 5, "scene_summary": "Episode 067 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.787, "plot_progress": 0.829, "female_agency": 0.683, "lore_density": 0.365, "trope_misunderstanding": 0.0, "emotional_peak": 0.803}, "tags": [], "utility": 0.7282, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.22}}], "trajectory": [{"step": 1, "scene_summary": "Episode 067 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.67, "plot_progress": 0.52, "female_agency": 0.552, "lore_density": 0.66, "trope_misunderstanding": 1.0, "emotional_peak": 0.486}, "tags": ["trope_misunderstanding"], "utility": 0.3916, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.1}}, {"step": 2, "scene_summary": "Episode 067 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.636, "female_agency": 0.702, "lore_density": 0.256, "trope_misunderstanding": 0.0, "emotional_peak": 0.787}, "tags": [], "utility": 0.8297, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.87}}, {"step": 3, "scene_summary": "Episode 067 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.696, "plot_progress": 0.493, "female_agency": 0.514, "lore_density": 0.623, "trope_misunderstanding": 0.0, "emotional_peak": 0.66}, "tags": [], "utility": 0.7839, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.22}}, {"step": 4, "scene_summary": "Episode 067 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.567, "plot_progress": 0.768, "female_agency": 0.625, "lore_density": 0.517, "trope_misunderstanding": 0.0, "emotional_peak": 0.764}, "tags": [], "utility": 0.8258, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.73}}, {"step": 5, "scene_summary": "Episode 067 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.787, "plot_progress": 0.829, "female_agency": 0.683, "lore_density": 0.365, "trope_misunderstanding": 0.0, "emotional_peak": 0.803}, "tags": [], "utility": 0.7282, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.22}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0067_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2879}]}
{"episode_id": "trace_0068", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 068 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.831, "plot_progress": 0.832, "female_agency": 0.49, "lore_density": 0.282, "trope_misunderstanding": 0.0, "emotional_peak": 0.437}, "tags": [], "utility": 0.6623, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.84}}, {"step": 2, "scene_summary": "Episode 068 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.249, "plot_progress": 0.222, "female_agency": 0.894, "lore_density": 0.633, "trope_misunderstanding": 0.0, "emotional_peak": 0.408}, "tags": ["pacing"], "utility": 0.4383, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.78}}, {"step": 3, "scene_summary": "Episode 068 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.675, "female_agency": 0.854, "lore_density": 0.387, "trope_misunderstanding": 0.0, "emotional_peak": 0.598}, "tags": [], "utility": 0.6185, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.27}}, {"step": 4, "scene_summary": "Episode 068 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.493, "plot_progress": 0.657, "female_agency": 0.898, "lore_density": 0.556, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": [], "utility": 0.7842, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.23}}], "trajectory": [{"step": 1, "scene_summary": "Episode 068 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.831, "plot_progress": 0.832, "female_agency": 0.49, "lore_density": 0.282, "trope_misunderstanding": 0.0, "emotional_peak": 0.437}, "tags": [], "utility": 0.6623, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.84}}, {"step": 2, "scene_summary": "Episode 068 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.249, "plot_progress": 0.222, "female_agency": 0.894, "lore_density": 0.633, "trope_misunderstanding": 0.0, "emotional_peak": 0.408}, "tags": ["pacing"], "utility": 0.4383, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.78}}, {"step": 3, "scene_summary": "Episode 068 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.691, "plot_progress": 0.675, "female_agency": 0.854, "lore_density": 0.387, "trope_misunderstanding": 0.0, "emotional_peak": 0.598}, "tags": [], "utility": 0.6185, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.27}}, {"step": 4, "scene_summary": "Episode 068 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.493, "plot_progress": 0.657, "female_agency": 0.898, "lore_density": 0.556, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": [], "utility": 0.7842, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.23}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0068_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2467}]}
{"episode_id": "trace_0069", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 069 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.744, "plot_progress": 0.506, "female_agency": 0.698, "lore_density": 0.333, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": [], "utility": 0.716, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.78}}, {"step": 2, "scene_summary": "Episode 069 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.65, "plot_progress": 0.575, "female_agency": 0.665, "lore_density": 0.619, "trope_misunderstanding": 0.0, "emotional_peak": 0.658}, "tags": [], "utility": 0.8436, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.37}}, {"step": 3, "scene_summary": "Episode 069 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.39, "plot_progress": 0.506, "female_agency": 0.497, "lore_density": 0.626, "trope_misunderstanding": 0.0, "emotional_peak": 0.816}, "tags": ["pacing"], "utility": 0.5525, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.89}}, {"step": 4, "scene_summary": "Episode 069 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.178, "plot_progress": 0.153, "female_agency": 0.827, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.813}, "tags": ["pacing"], "utility": 0.2786, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.03}}, {"step": 5, "scene_summary": "Episode 069 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.464, "plot_progress": 0.705, "female_agency": 0.791, "lore_density": 0.291, "trope_misunderstanding": 0.0, "emotional_peak": 0.49}, "tags": ["female_agency"], "utility": 0.613, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.07}}, {"step": 6, "scene_summary": "Episode 069 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.879, "female_agency": 0.688, "lore_density": 0.476, "trope_misunderstanding": 0.0, "emotional_peak": 0.435}, "tags": [], "utility": 0.7138, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.7}}, {"step": 7, "scene_summary": "Episode 069 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.501, "plot_progress": 0.499, "female_agency": 0.528, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.539}, "tags": [], "utility": 0.7894, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.42}}], "trajectory": [{"step": 1, "scene_summary": "Episode 069 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.744, "plot_progress": 0.506, "female_agency": 0.698, "lore_density": 0.333, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": [], "utility": 0.716, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.78}}, {"step": 2, "scene_summary": "Episode 069 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.65, "plot_progress": 0.575, "female_agency": 0.665, "lore_density": 0.619, "trope_misunderstanding": 0.0, "emotional_peak": 0.658}, "tags": [], "utility": 0.8436, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.37}}, {"step": 3, "scene_summary": "Episode 069 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.39, "plot_progress": 0.506, "female_agency": 0.497, "lore_density": 0.626, "trope_misunderstanding": 0.0, "emotional_peak": 0.816}, "tags": ["pacing"], "utility": 0.5525, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.89}}, {"step": 4, "scene_summary": "Episode 069 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.178, "plot_progress": 0.153, "female_agency": 0.827, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.813}, "tags": ["pacing"], "utility": 0.2786, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.03}}, {"step": 5, "scene_summary": "Episode 069 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.464, "plot_progress": 0.705, "female_agency": 0.791, "lore_density": 0.291, "trope_misunderstanding": 0.0, "emotional_peak": 0.49}, "tags": ["female_agency"], "utility": 0.613, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.07}}, {"step": 6, "scene_summary": "Episode 069 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.879, "female_agency": 0.688, "lore_density": 0.476, "trope_misunderstanding": 0.0, "emotional_peak": 0.435}, "tags": [], "utility": 0.7138, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.7}}, {"step": 7, "scene_summary": "Episode 069 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.501, "plot_progress": 0.499, "female_agency": 0.528, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.539}, "tags": [], "utility": 0.7894, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.42}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0069_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2347}]}
{"episode_id": "trace_0070", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 070 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.805, "plot_progress": 0.798, "female_agency": 0.881, "lore_density": 0.602, "trope_misunderstanding": 0.0, "emotional_peak": 0.523}, "tags": [], "utility": 0.7563, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.23}}, {"step": 2, "scene_summary": "Episode 070 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.667, "plot_progress": 0.761, "female_agency": 0.662, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.766}, "tags": [], "utility": 0.5994, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.58}}, {"step": 3, "scene_summary": "Episode 070 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.471, "plot_progress": 0.875, "female_agency": 0.752, "lore_density": 0.342, "trope_misunderstanding": 0.0, "emotional_peak": 0.639}, "tags": ["trope_misunderstanding"], "utility": 0.6746, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.29}}, {"step": 4, "scene_summary": "Episode 070 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.704, "plot_progress": 0.459, "female_agency": 0.522, "lore_density": 0.44, "trope_misunderstanding": 0.0, "emotional_peak": 0.464}, "tags": [], "utility": 0.7236, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.05}}, {"step": 5, "scene_summary": "Episode 070 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.176, "plot_progress": 0.325, "female_agency": 0.568, "lore_density": 0.361, "trope_misunderstanding": 0.0, "emotional_peak": 0.797}, "tags": ["pacing"], "utility": 0.4168, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.01}}, {"step": 6, "scene_summary": "Episode 070 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.497, "plot_progress": 0.616, "female_agency": 0.552, "lore_density": 0.461, "trope_misunderstanding": 0.0, "emotional_peak": 0.513}, "tags": [], "utility": 0.6849, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.66}}, {"step": 7, "scene_summary": "Episode 070 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.642, "plot_progress": 0.88, "female_agency": 0.659, "lore_density": 0.343, "trope_misunderstanding": 0.0, "emotional_peak": 0.57}, "tags": [], "utility": 0.8203, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.53}}], "trajectory": [{"step": 1, "scene_summary": "Episode 070 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.805, "plot_progress": 0.798, "female_agency": 0.881, "lore_density": 0.602, "trope_misunderstanding": 0.0, "emotional_peak": 0.523}, "tags": [], "utility": 0.7563, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.23}}, {"step": 2, "scene_summary": "Episode 070 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.667, "plot_progress": 0.761, "female_agency": 0.662, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.766}, "tags": [], "utility": 0.5994, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.58}}, {"step": 3, "scene_summary": "Episode 070 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.471, "plot_progress": 0.875, "female_agency": 0.752, "lore_density": 0.342, "trope_misunderstanding": 0.0, "emotional_peak": 0.639}, "tags": ["trope_misunderstanding"], "utility": 0.6746, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.29}}, {"step": 4, "scene_summary": "Episode 070 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.704, "plot_progress": 0.459, "female_agency": 0.522, "lore_density": 0.44, "trope_misunderstanding": 0.0, "emotional_peak": 0.464}, "tags": [], "utility": 0.7236, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.05}}, {"step": 5, "scene_summary": "Episode 070 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.176, "plot_progress": 0.325, "female_agency": 0.568, "lore_density": 0.361, "trope_misunderstanding": 0.0, "emotional_peak": 0.797}, "tags": ["pacing"], "utility": 0.4168, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.01}}, {"step": 6, "scene_summary": "Episode 070 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.497, "plot_progress": 0.616, "female_agency": 0.552, "lore_density": 0.461, "trope_misunderstanding": 0.0, "emotional_peak": 0.513}, "tags": [], "utility": 0.6849, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.66}}, {"step": 7, "scene_summary": "Episode 070 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.642, "plot_progress": 0.88, "female_agency": 0.659, "lore_density": 0.343, "trope_misunderstanding": 0.0, "emotional_peak": 0.57}, "tags": [], "utility": 0.8203, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.53}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [6, 7]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0070_pacing", "target_step": 5, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2116}]}
{"episode_id": "trace_0071", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 071 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.499, "plot_progress": 0.651, "female_agency": 0.828, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.624}, "tags": [], "utility": 0.6101, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.96}}, {"step": 2, "scene_summary": "Episode 071 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.641, "plot_progress": 0.766, "female_agency": 0.671, "lore_density": 0.287, "trope_misunderstanding": 0.0, "emotional_peak": 0.615}, "tags": [], "utility": 0.7983, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.74}}, {"step": 3, "scene_summary": "Episode 071 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.565, "plot_progress": 0.572, "female_agency": 0.564, "lore_density": 0.657, "trope_misunderstanding": 0.0, "emotional_peak": 0.878}, "tags": [], "utility": 0.6785, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.43}}, {"step": 4, "scene_summary": "Episode 071 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.694, "plot_progress": 0.808, "female_agency": 0.501, "lore_density": 0.45, "trope_misunderstanding": 0.0, "emotional_peak": 0.523}, "tags": [], "utility": 0.754, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.14}}, {"step": 5, "scene_summary": "Episode 071 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.781, "female_agency": 0.547, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.825}, "tags": [], "utility": 0.7315, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.33}}, {"step": 6, "scene_summary": "Episode 071 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.645, "plot_progress": 0.785, "female_agency": 0.313, "lore_density": 0.302, "trope_misunderstanding": 0.0, "emotional_peak": 0.556}, "tags": ["female_agency"], "utility": 0.4358, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.69}}, {"step": 7, "scene_summary": "Episode 071 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.555, "plot_progress": 0.879, "female_agency": 0.66, "lore_density": 0.629, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": [], "utility": 0.7484, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.94}}], "trajectory": [{"step": 1, "scene_summary": "Episode 071 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.499, "plot_progress": 0.651, "female_agency": 0.828, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.624}, "tags": [], "utility": 0.6101, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.96}}, {"step": 2, "scene_summary": "Episode 071 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.641, "plot_progress": 0.766, "female_agency": 0.671, "lore_density": 0.287, "trope_misunderstanding": 0.0, "emotional_peak": 0.615}, "tags": [], "utility": 0.7983, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.74}}, {"step": 3, "scene_summary": "Episode 071 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.565, "plot_progress": 0.572, "female_agency": 0.564, "lore_density": 0.657, "trope_misunderstanding": 0.0, "emotional_peak": 0.878}, "tags": [], "utility": 0.6785, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.43}}, {"step": 4, "scene_summary": "Episode 071 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.694, "plot_progress": 0.808, "female_agency": 0.501, "lore_density": 0.45, "trope_misunderstanding": 0.0, "emotional_peak": 0.523}, "tags": [], "utility": 0.754, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.14}}, {"step": 5, "scene_summary": "Episode 071 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.781, "female_agency": 0.547, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.825}, "tags": [], "utility": 0.7315, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.33}}, {"step": 6, "scene_summary": "Episode 071 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.645, "plot_progress": 0.785, "female_agency": 0.313, "lore_density": 0.302, "trope_misunderstanding": 0.0, "emotional_peak": 0.556}, "tags": ["female_agency"], "utility": 0.4358, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.69}}, {"step": 7, "scene_summary": "Episode 071 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.555, "plot_progress": 0.879, "female_agency": 0.66, "lore_density": 0.629, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": [], "utility": 0.7484, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.94}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [7]}, "gold_credit_assignment": {"culprit_step": 6, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 6."}, "counterfactual_repairs": [{"repair_id": "repair_0071_female_agency", "target_step": 6, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2079}]}
{"episode_id": "trace_0072", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 072 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.733, "female_agency": 0.283, "lore_density": 0.555, "trope_misunderstanding": 0.0, "emotional_peak": 0.642}, "tags": ["female_agency"], "utility": 0.4494, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.18}}, {"step": 2, "scene_summary": "Episode 072 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.698, "plot_progress": 0.784, "female_agency": 0.503, "lore_density": 0.34, "trope_misunderstanding": 0.0, "emotional_peak": 0.62}, "tags": [], "utility": 0.8168, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.41}}, {"step": 3, "scene_summary": "Episode 072 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.528, "plot_progress": 0.613, "female_agency": 0.568, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.871}, "tags": [], "utility": 0.5847, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.05}}, {"step": 4, "scene_summary": "Episode 072 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.749, "plot_progress": 0.521, "female_agency": 0.82, "lore_density": 0.378, "trope_misunderstanding": 0.0, "emotional_peak": 0.623}, "tags": [], "utility": 0.6962, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.06}}, {"step": 5, "scene_summary": "Episode 072 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.523, "female_agency": 0.673, "lore_density": 0.331, "trope_misunderstanding": 0.0, "emotional_peak": 0.745}, "tags": [], "utility": 0.7866, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.32}}, {"step": 6, "scene_summary": "Episode 072 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.552, "plot_progress": 0.694, "female_agency": 0.851, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.772}, "tags": ["pacing"], "utility": 0.6873, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.74}}], "trajectory": [{"step": 1, "scene_summary": "Episode 072 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.733, "female_agency": 0.283, "lore_density": 0.555, "trope_misunderstanding": 0.0, "emotional_peak": 0.642}, "tags": ["female_agency"], "utility": 0.4494, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.18}}, {"step": 2, "scene_summary": "Episode 072 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.698, "plot_progress": 0.784, "female_agency": 0.503, "lore_density": 0.34, "trope_misunderstanding": 0.0, "emotional_peak": 0.62}, "tags": [], "utility": 0.8168, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.41}}, {"step": 3, "scene_summary": "Episode 072 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.528, "plot_progress": 0.613, "female_agency": 0.568, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.871}, "tags": [], "utility": 0.5847, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.05}}, {"step": 4, "scene_summary": "Episode 072 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.749, "plot_progress": 0.521, "female_agency": 0.82, "lore_density": 0.378, "trope_misunderstanding": 0.0, "emotional_peak": 0.623}, "tags": [], "utility": 0.6962, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.06}}, {"step": 5, "scene_summary": "Episode 072 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.523, "female_agency": 0.673, "lore_density": 0.331, "trope_misunderstanding": 0.0, "emotional_peak": 0.745}, "tags": [], "utility": 0.7866, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.32}}, {"step": 6, "scene_summary": "Episode 072 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.552, "plot_progress": 0.694, "female_agency": 0.851, "lore_density": 0.488, "trope_misunderstanding": 0.0, "emotional_peak": 0.772}, "tags": ["pacing"], "utility": 0.6873, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.74}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0072_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.208}]}
{"episode_id": "trace_0073", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 073 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.797, "plot_progress": 0.808, "female_agency": 0.489, "lore_density": 0.594, "trope_misunderstanding": 1.0, "emotional_peak": 0.668}, "tags": ["trope_misunderstanding"], "utility": 0.5023, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.08}}, {"step": 2, "scene_summary": "Episode 073 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.528, "female_agency": 0.86, "lore_density": 0.376, "trope_misunderstanding": 0.0, "emotional_peak": 0.527}, "tags": [], "utility": 0.829, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.84}}, {"step": 3, "scene_summary": "Episode 073 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.814, "plot_progress": 0.861, "female_agency": 0.696, "lore_density": 0.431, "trope_misunderstanding": 0.0, "emotional_peak": 0.827}, "tags": [], "utility": 0.6869, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.73}}, {"step": 4, "scene_summary": "Episode 073 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.683, "plot_progress": 0.505, "female_agency": 0.718, "lore_density": 0.577, "trope_misunderstanding": 0.0, "emotional_peak": 0.53}, "tags": [], "utility": 0.7789, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.04}}], "trajectory": [{"step": 1, "scene_summary": "Episode 073 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.797, "plot_progress": 0.808, "female_agency": 0.489, "lore_density": 0.594, "trope_misunderstanding": 1.0, "emotional_peak": 0.668}, "tags": ["trope_misunderstanding"], "utility": 0.5023, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.08}}, {"step": 2, "scene_summary": "Episode 073 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.528, "female_agency": 0.86, "lore_density": 0.376, "trope_misunderstanding": 0.0, "emotional_peak": 0.527}, "tags": [], "utility": 0.829, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.84}}, {"step": 3, "scene_summary": "Episode 073 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.814, "plot_progress": 0.861, "female_agency": 0.696, "lore_density": 0.431, "trope_misunderstanding": 0.0, "emotional_peak": 0.827}, "tags": [], "utility": 0.6869, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.73}}, {"step": 4, "scene_summary": "Episode 073 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.683, "plot_progress": 0.505, "female_agency": 0.718, "lore_density": 0.577, "trope_misunderstanding": 0.0, "emotional_peak": 0.53}, "tags": [], "utility": 0.7789, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.04}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0073_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2968}]}
{"episode_id": "trace_0074", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 074 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.59, "plot_progress": 0.752, "female_agency": 0.775, "lore_density": 0.284, "trope_misunderstanding": 0.0, "emotional_peak": 0.39}, "tags": [], "utility": 0.8299, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.88}}, {"step": 2, "scene_summary": "Episode 074 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.761, "plot_progress": 0.546, "female_agency": 0.826, "lore_density": 0.67, "trope_misunderstanding": 0.377, "emotional_peak": 0.664}, "tags": ["trope_misunderstanding"], "utility": 0.6753, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.31}}, {"step": 3, "scene_summary": "Episode 074 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.796, "plot_progress": 0.761, "female_agency": 0.736, "lore_density": 0.355, "trope_misunderstanding": 1.0, "emotional_peak": 0.519}, "tags": ["trope_misunderstanding"], "utility": 0.4544, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.36}}, {"step": 4, "scene_summary": "Episode 074 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.758, "plot_progress": 0.452, "female_agency": 0.683, "lore_density": 0.56, "trope_misunderstanding": 0.0, "emotional_peak": 0.501}, "tags": [], "utility": 0.6563, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.63}}], "trajectory": [{"step": 1, "scene_summary": "Episode 074 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.59, "plot_progress": 0.752, "female_agency": 0.775, "lore_density": 0.284, "trope_misunderstanding": 0.0, "emotional_peak": 0.39}, "tags": [], "utility": 0.8299, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.88}}, {"step": 2, "scene_summary": "Episode 074 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.761, "plot_progress": 0.546, "female_agency": 0.826, "lore_density": 0.67, "trope_misunderstanding": 0.377, "emotional_peak": 0.664}, "tags": ["trope_misunderstanding"], "utility": 0.6753, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.31}}, {"step": 3, "scene_summary": "Episode 074 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.796, "plot_progress": 0.761, "female_agency": 0.736, "lore_density": 0.355, "trope_misunderstanding": 1.0, "emotional_peak": 0.519}, "tags": ["trope_misunderstanding"], "utility": 0.4544, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.36}}, {"step": 4, "scene_summary": "Episode 074 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.758, "plot_progress": 0.452, "female_agency": 0.683, "lore_density": 0.56, "trope_misunderstanding": 0.0, "emotional_peak": 0.501}, "tags": [], "utility": 0.6563, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.63}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0074_trope_misunderstanding", "target_step": 3, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.254}]}
{"episode_id": "trace_0075", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 075 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.472, "female_agency": 0.468, "lore_density": 0.427, "trope_misunderstanding": 1.0, "emotional_peak": 0.52}, "tags": ["trope_misunderstanding"], "utility": 0.3415, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.29}}, {"step": 2, "scene_summary": "Episode 075 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.601, "plot_progress": 0.675, "female_agency": 0.755, "lore_density": 0.414, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": [], "utility": 0.7449, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.82}}, {"step": 3, "scene_summary": "Episode 075 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.537, "plot_progress": 0.618, "female_agency": 0.88, "lore_density": 0.39, "trope_misunderstanding": 0.0, "emotional_peak": 0.457}, "tags": ["female_agency"], "utility": 0.6718, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.19}}, {"step": 4, "scene_summary": "Episode 075 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.58, "plot_progress": 0.574, "female_agency": 0.625, "lore_density": 0.681, "trope_misunderstanding": 0.0, "emotional_peak": 0.617}, "tags": [], "utility": 0.6421, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.12}}], "trajectory": [{"step": 1, "scene_summary": "Episode 075 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.472, "female_agency": 0.468, "lore_density": 0.427, "trope_misunderstanding": 1.0, "emotional_peak": 0.52}, "tags": ["trope_misunderstanding"], "utility": 0.3415, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.29}}, {"step": 2, "scene_summary": "Episode 075 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.601, "plot_progress": 0.675, "female_agency": 0.755, "lore_density": 0.414, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": [], "utility": 0.7449, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.82}}, {"step": 3, "scene_summary": "Episode 075 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.537, "plot_progress": 0.618, "female_agency": 0.88, "lore_density": 0.39, "trope_misunderstanding": 0.0, "emotional_peak": 0.457}, "tags": ["female_agency"], "utility": 0.6718, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.19}}, {"step": 4, "scene_summary": "Episode 075 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.58, "plot_progress": 0.574, "female_agency": 0.625, "lore_density": 0.681, "trope_misunderstanding": 0.0, "emotional_peak": 0.617}, "tags": [], "utility": 0.6421, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.12}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0075_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2414}]}
{"episode_id": "trace_0076", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 076 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.48, "plot_progress": 0.591, "female_agency": 0.63, "lore_density": 0.336, "trope_misunderstanding": 0.0, "emotional_peak": 0.688}, "tags": [], "utility": 0.7332, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.4}}, {"step": 2, "scene_summary": "Episode 076 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.251, "plot_progress": 0.279, "female_agency": 0.721, "lore_density": 0.495, "trope_misunderstanding": 0.0, "emotional_peak": 0.676}, "tags": ["pacing"], "utility": 0.4355, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.68}}, {"step": 3, "scene_summary": "Episode 076 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.603, "plot_progress": 0.65, "female_agency": 0.621, "lore_density": 0.64, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": [], "utility": 0.7794, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.06}}, {"step": 4, "scene_summary": "Episode 076 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.837, "female_agency": 0.681, "lore_density": 0.614, "trope_misunderstanding": 0.0, "emotional_peak": 0.677}, "tags": [], "utility": 0.6619, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.83}}, {"step": 5, "scene_summary": "Episode 076 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.673, "female_agency": 0.553, "lore_density": 0.314, "trope_misunderstanding": 0.0, "emotional_peak": 0.894}, "tags": [], "utility": 0.835, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.06}}], "trajectory": [{"step": 1, "scene_summary": "Episode 076 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.48, "plot_progress": 0.591, "female_agency": 0.63, "lore_density": 0.336, "trope_misunderstanding": 0.0, "emotional_peak": 0.688}, "tags": [], "utility": 0.7332, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.4}}, {"step": 2, "scene_summary": "Episode 076 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.251, "plot_progress": 0.279, "female_agency": 0.721, "lore_density": 0.495, "trope_misunderstanding": 0.0, "emotional_peak": 0.676}, "tags": ["pacing"], "utility": 0.4355, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.68}}, {"step": 3, "scene_summary": "Episode 076 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.603, "plot_progress": 0.65, "female_agency": 0.621, "lore_density": 0.64, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": [], "utility": 0.7794, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.06}}, {"step": 4, "scene_summary": "Episode 076 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.837, "female_agency": 0.681, "lore_density": 0.614, "trope_misunderstanding": 0.0, "emotional_peak": 0.677}, "tags": [], "utility": 0.6619, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.83}}, {"step": 5, "scene_summary": "Episode 076 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.673, "female_agency": 0.553, "lore_density": 0.314, "trope_misunderstanding": 0.0, "emotional_peak": 0.894}, "tags": [], "utility": 0.835, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.06}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0076_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2263}]}
{"episode_id": "trace_0077", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 077 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.663, "plot_progress": 0.813, "female_agency": 0.223, "lore_density": 0.305, "trope_misunderstanding": 0.0, "emotional_peak": 0.898}, "tags": ["female_agency"], "utility": 0.5971, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.49}}, {"step": 2, "scene_summary": "Episode 077 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.791, "plot_progress": 0.453, "female_agency": 0.607, "lore_density": 0.495, "trope_misunderstanding": 0.0, "emotional_peak": 0.529}, "tags": [], "utility": 0.7424, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.73}}, {"step": 3, "scene_summary": "Episode 077 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.74, "female_agency": 0.628, "lore_density": 0.431, "trope_misunderstanding": 0.0, "emotional_peak": 0.547}, "tags": [], "utility": 0.8297, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.87}}, {"step": 4, "scene_summary": "Episode 077 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.684, "plot_progress": 0.737, "female_agency": 0.452, "lore_density": 0.496, "trope_misunderstanding": 0.0, "emotional_peak": 0.56}, "tags": [], "utility": 0.6387, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.99}}, {"step": 5, "scene_summary": "Episode 077 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.743, "female_agency": 0.863, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.85}, "tags": [], "utility": 0.6318, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.75}}, {"step": 6, "scene_summary": "Episode 077 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.555, "female_agency": 0.52, "lore_density": 0.338, "trope_misunderstanding": 0.0, "emotional_peak": 0.524}, "tags": [], "utility": 0.7893, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.41}}], "trajectory": [{"step": 1, "scene_summary": "Episode 077 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.663, "plot_progress": 0.813, "female_agency": 0.223, "lore_density": 0.305, "trope_misunderstanding": 0.0, "emotional_peak": 0.898}, "tags": ["female_agency"], "utility": 0.5971, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.49}}, {"step": 2, "scene_summary": "Episode 077 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.791, "plot_progress": 0.453, "female_agency": 0.607, "lore_density": 0.495, "trope_misunderstanding": 0.0, "emotional_peak": 0.529}, "tags": [], "utility": 0.7424, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.73}}, {"step": 3, "scene_summary": "Episode 077 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.74, "female_agency": 0.628, "lore_density": 0.431, "trope_misunderstanding": 0.0, "emotional_peak": 0.547}, "tags": [], "utility": 0.8297, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.87}}, {"step": 4, "scene_summary": "Episode 077 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.684, "plot_progress": 0.737, "female_agency": 0.452, "lore_density": 0.496, "trope_misunderstanding": 0.0, "emotional_peak": 0.56}, "tags": [], "utility": 0.6387, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.99}}, {"step": 5, "scene_summary": "Episode 077 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.743, "female_agency": 0.863, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.85}, "tags": [], "utility": 0.6318, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.75}}, {"step": 6, "scene_summary": "Episode 077 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.555, "female_agency": 0.52, "lore_density": 0.338, "trope_misunderstanding": 0.0, "emotional_peak": 0.524}, "tags": [], "utility": 0.7893, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.41}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0077_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2006}]}
{"episode_id": "trace_0078", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 078 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.618, "plot_progress": 0.762, "female_agency": 0.357, "lore_density": 0.478, "trope_misunderstanding": 0.0, "emotional_peak": 0.826}, "tags": ["female_agency"], "utility": 0.3971, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.29}}, {"step": 2, "scene_summary": "Episode 078 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.813, "plot_progress": 0.804, "female_agency": 0.484, "lore_density": 0.331, "trope_misunderstanding": 0.0, "emotional_peak": 0.749}, "tags": [], "utility": 0.6561, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.62}}, {"step": 3, "scene_summary": "Episode 078 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.767, "plot_progress": 0.603, "female_agency": 0.765, "lore_density": 0.685, "trope_misunderstanding": 0.0, "emotional_peak": 0.701}, "tags": [], "utility": 0.855, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.78}}, {"step": 4, "scene_summary": "Episode 078 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.799, "plot_progress": 0.468, "female_agency": 0.535, "lore_density": 0.666, "trope_misunderstanding": 0.0, "emotional_peak": 0.42}, "tags": [], "utility": 0.8023, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.88}}, {"step": 5, "scene_summary": "Episode 078 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.693, "female_agency": 0.471, "lore_density": 0.289, "trope_misunderstanding": 0.0, "emotional_peak": 0.825}, "tags": ["trope_misunderstanding"], "utility": 0.6255, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.52}}, {"step": 6, "scene_summary": "Episode 078 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.835, "plot_progress": 0.726, "female_agency": 0.656, "lore_density": 0.279, "trope_misunderstanding": 0.0, "emotional_peak": 0.719}, "tags": [], "utility": 0.8261, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.74}}, {"step": 7, "scene_summary": "Episode 078 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.683, "plot_progress": 0.601, "female_agency": 0.824, "lore_density": 0.542, "trope_misunderstanding": 0.0, "emotional_peak": 0.356}, "tags": [], "utility": 0.6534, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.52}}], "trajectory": [{"step": 1, "scene_summary": "Episode 078 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.618, "plot_progress": 0.762, "female_agency": 0.357, "lore_density": 0.478, "trope_misunderstanding": 0.0, "emotional_peak": 0.826}, "tags": ["female_agency"], "utility": 0.3971, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.29}}, {"step": 2, "scene_summary": "Episode 078 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.813, "plot_progress": 0.804, "female_agency": 0.484, "lore_density": 0.331, "trope_misunderstanding": 0.0, "emotional_peak": 0.749}, "tags": [], "utility": 0.6561, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.62}}, {"step": 3, "scene_summary": "Episode 078 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.767, "plot_progress": 0.603, "female_agency": 0.765, "lore_density": 0.685, "trope_misunderstanding": 0.0, "emotional_peak": 0.701}, "tags": [], "utility": 0.855, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.78}}, {"step": 4, "scene_summary": "Episode 078 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.799, "plot_progress": 0.468, "female_agency": 0.535, "lore_density": 0.666, "trope_misunderstanding": 0.0, "emotional_peak": 0.42}, "tags": [], "utility": 0.8023, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.88}}, {"step": 5, "scene_summary": "Episode 078 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.547, "plot_progress": 0.693, "female_agency": 0.471, "lore_density": 0.289, "trope_misunderstanding": 0.0, "emotional_peak": 0.825}, "tags": ["trope_misunderstanding"], "utility": 0.6255, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.52}}, {"step": 6, "scene_summary": "Episode 078 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.835, "plot_progress": 0.726, "female_agency": 0.656, "lore_density": 0.279, "trope_misunderstanding": 0.0, "emotional_peak": 0.719}, "tags": [], "utility": 0.8261, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.74}}, {"step": 7, "scene_summary": "Episode 078 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.683, "plot_progress": 0.601, "female_agency": 0.824, "lore_density": 0.542, "trope_misunderstanding": 0.0, "emotional_peak": 0.356}, "tags": [], "utility": 0.6534, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.52}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0078_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2118}]}
{"episode_id": "trace_0079", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 079 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.737, "plot_progress": 0.798, "female_agency": 0.812, "lore_density": 0.272, "trope_misunderstanding": 0.0, "emotional_peak": 0.87}, "tags": [], "utility": 0.6863, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.71}}, {"step": 2, "scene_summary": "Episode 079 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.641, "plot_progress": 0.699, "female_agency": 0.826, "lore_density": 0.376, "trope_misunderstanding": 0.0, "emotional_peak": 0.393}, "tags": [], "utility": 0.8056, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.0}}, {"step": 3, "scene_summary": "Episode 079 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.603, "female_agency": 0.85, "lore_density": 0.692, "trope_misunderstanding": 0.0, "emotional_peak": 0.896}, "tags": [], "utility": 0.5937, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.37}}, {"step": 4, "scene_summary": "Episode 079 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.675, "plot_progress": 0.782, "female_agency": 0.581, "lore_density": 0.499, "trope_misunderstanding": 0.0, "emotional_peak": 0.42}, "tags": [], "utility": 0.721, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.96}}, {"step": 5, "scene_summary": "Episode 079 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.824, "plot_progress": 0.561, "female_agency": 0.533, "lore_density": 0.382, "trope_misunderstanding": 0.0, "emotional_peak": 0.728}, "tags": [], "utility": 0.8489, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 6, "scene_summary": "Episode 079 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.707, "female_agency": 0.488, "lore_density": 0.877, "trope_misunderstanding": 0.0, "emotional_peak": 0.605}, "tags": ["lore_density"], "utility": 0.5137, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.49}}, {"step": 7, "scene_summary": "Episode 079 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.519, "plot_progress": 0.724, "female_agency": 0.889, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.811}, "tags": [], "utility": 0.7869, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.33}}], "trajectory": [{"step": 1, "scene_summary": "Episode 079 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.737, "plot_progress": 0.798, "female_agency": 0.812, "lore_density": 0.272, "trope_misunderstanding": 0.0, "emotional_peak": 0.87}, "tags": [], "utility": 0.6863, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.71}}, {"step": 2, "scene_summary": "Episode 079 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.641, "plot_progress": 0.699, "female_agency": 0.826, "lore_density": 0.376, "trope_misunderstanding": 0.0, "emotional_peak": 0.393}, "tags": [], "utility": 0.8056, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.0}}, {"step": 3, "scene_summary": "Episode 079 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.75, "plot_progress": 0.603, "female_agency": 0.85, "lore_density": 0.692, "trope_misunderstanding": 0.0, "emotional_peak": 0.896}, "tags": [], "utility": 0.5937, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.37}}, {"step": 4, "scene_summary": "Episode 079 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.675, "plot_progress": 0.782, "female_agency": 0.581, "lore_density": 0.499, "trope_misunderstanding": 0.0, "emotional_peak": 0.42}, "tags": [], "utility": 0.721, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.96}}, {"step": 5, "scene_summary": "Episode 079 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.824, "plot_progress": 0.561, "female_agency": 0.533, "lore_density": 0.382, "trope_misunderstanding": 0.0, "emotional_peak": 0.728}, "tags": [], "utility": 0.8489, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.56}}, {"step": 6, "scene_summary": "Episode 079 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.707, "female_agency": 0.488, "lore_density": 0.877, "trope_misunderstanding": 0.0, "emotional_peak": 0.605}, "tags": ["lore_density"], "utility": 0.5137, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.49}}, {"step": 7, "scene_summary": "Episode 079 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.519, "plot_progress": 0.724, "female_agency": 0.889, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.811}, "tags": [], "utility": 0.7869, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.33}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [7]}, "gold_credit_assignment": {"culprit_step": 6, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 6."}, "counterfactual_repairs": [{"repair_id": "repair_0079_lore_density", "target_step": 6, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1853}]}
{"episode_id": "trace_0080", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 080 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.636, "female_agency": 0.552, "lore_density": 0.586, "trope_misunderstanding": 1.0, "emotional_peak": 0.65}, "tags": ["trope_misunderstanding"], "utility": 0.5651, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.34}}, {"step": 2, "scene_summary": "Episode 080 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.783, "plot_progress": 0.716, "female_agency": 0.595, "lore_density": 0.661, "trope_misunderstanding": 0.0, "emotional_peak": 0.818}, "tags": [], "utility": 0.8444, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.4}}, {"step": 3, "scene_summary": "Episode 080 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.598, "plot_progress": 0.644, "female_agency": 0.911, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.559}, "tags": [], "utility": 0.767, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.61}}, {"step": 4, "scene_summary": "Episode 080 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.517, "plot_progress": 0.543, "female_agency": 0.514, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.552}, "tags": ["lore_density"], "utility": 0.6183, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.26}}, {"step": 5, "scene_summary": "Episode 080 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.578, "plot_progress": 0.747, "female_agency": 0.464, "lore_density": 0.313, "trope_misunderstanding": 0.0, "emotional_peak": 0.494}, "tags": [], "utility": 0.8345, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.04}}, {"step": 6, "scene_summary": "Episode 080 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.472, "plot_progress": 0.569, "female_agency": 0.82, "lore_density": 0.349, "trope_misunderstanding": 0.0, "emotional_peak": 0.881}, "tags": [], "utility": 0.6325, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.77}}, {"step": 7, "scene_summary": "Episode 080 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.839, "plot_progress": 0.509, "female_agency": 0.87, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.526}, "tags": [], "utility": 0.7744, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.88}}], "trajectory": [{"step": 1, "scene_summary": "Episode 080 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.636, "female_agency": 0.552, "lore_density": 0.586, "trope_misunderstanding": 1.0, "emotional_peak": 0.65}, "tags": ["trope_misunderstanding"], "utility": 0.5651, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.34}}, {"step": 2, "scene_summary": "Episode 080 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.783, "plot_progress": 0.716, "female_agency": 0.595, "lore_density": 0.661, "trope_misunderstanding": 0.0, "emotional_peak": 0.818}, "tags": [], "utility": 0.8444, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.4}}, {"step": 3, "scene_summary": "Episode 080 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.598, "plot_progress": 0.644, "female_agency": 0.911, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.559}, "tags": [], "utility": 0.767, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.61}}, {"step": 4, "scene_summary": "Episode 080 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.517, "plot_progress": 0.543, "female_agency": 0.514, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.552}, "tags": ["lore_density"], "utility": 0.6183, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.26}}, {"step": 5, "scene_summary": "Episode 080 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.578, "plot_progress": 0.747, "female_agency": 0.464, "lore_density": 0.313, "trope_misunderstanding": 0.0, "emotional_peak": 0.494}, "tags": [], "utility": 0.8345, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.04}}, {"step": 6, "scene_summary": "Episode 080 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.472, "plot_progress": 0.569, "female_agency": 0.82, "lore_density": 0.349, "trope_misunderstanding": 0.0, "emotional_peak": 0.881}, "tags": [], "utility": 0.6325, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.77}}, {"step": 7, "scene_summary": "Episode 080 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.839, "plot_progress": 0.509, "female_agency": 0.87, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.526}, "tags": [], "utility": 0.7744, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.88}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0080_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2533}]}
{"episode_id": "trace_0081", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 081 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.818, "plot_progress": 0.615, "female_agency": 0.91, "lore_density": 0.824, "trope_misunderstanding": 0.0, "emotional_peak": 0.684}, "tags": ["lore_density"], "utility": 0.5205, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.74}}, {"step": 2, "scene_summary": "Episode 081 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.775, "plot_progress": 0.846, "female_agency": 0.66, "lore_density": 0.318, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": [], "utility": 0.6372, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.94}}, {"step": 3, "scene_summary": "Episode 081 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.45, "plot_progress": 0.683, "female_agency": 0.628, "lore_density": 0.431, "trope_misunderstanding": 0.0, "emotional_peak": 0.545}, "tags": [], "utility": 0.6571, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.66}}, {"step": 4, "scene_summary": "Episode 081 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.771, "plot_progress": 0.642, "female_agency": 0.903, "lore_density": 0.509, "trope_misunderstanding": 0.0, "emotional_peak": 0.423}, "tags": [], "utility": 0.7068, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.44}}, {"step": 5, "scene_summary": "Episode 081 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.674, "plot_progress": 0.52, "female_agency": 0.919, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.546}, "tags": [], "utility": 0.6473, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.3}}, {"step": 6, "scene_summary": "Episode 081 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.699, "plot_progress": 0.638, "female_agency": 0.511, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.886}, "tags": ["trope_misunderstanding"], "utility": 0.6376, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.95}}], "trajectory": [{"step": 1, "scene_summary": "Episode 081 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.818, "plot_progress": 0.615, "female_agency": 0.91, "lore_density": 0.824, "trope_misunderstanding": 0.0, "emotional_peak": 0.684}, "tags": ["lore_density"], "utility": 0.5205, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.74}}, {"step": 2, "scene_summary": "Episode 081 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.775, "plot_progress": 0.846, "female_agency": 0.66, "lore_density": 0.318, "trope_misunderstanding": 0.0, "emotional_peak": 0.89}, "tags": [], "utility": 0.6372, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.94}}, {"step": 3, "scene_summary": "Episode 081 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.45, "plot_progress": 0.683, "female_agency": 0.628, "lore_density": 0.431, "trope_misunderstanding": 0.0, "emotional_peak": 0.545}, "tags": [], "utility": 0.6571, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.66}}, {"step": 4, "scene_summary": "Episode 081 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.771, "plot_progress": 0.642, "female_agency": 0.903, "lore_density": 0.509, "trope_misunderstanding": 0.0, "emotional_peak": 0.423}, "tags": [], "utility": 0.7068, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.44}}, {"step": 5, "scene_summary": "Episode 081 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.674, "plot_progress": 0.52, "female_agency": 0.919, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.546}, "tags": [], "utility": 0.6473, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.3}}, {"step": 6, "scene_summary": "Episode 081 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.699, "plot_progress": 0.638, "female_agency": 0.511, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.886}, "tags": ["trope_misunderstanding"], "utility": 0.6376, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.95}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0081_lore_density", "target_step": 1, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1532}]}
{"episode_id": "trace_0082", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 082 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.653, "plot_progress": 0.612, "female_agency": 0.593, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.684}, "tags": [], "utility": 0.6149, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.14}}, {"step": 2, "scene_summary": "Episode 082 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.83, "plot_progress": 0.836, "female_agency": 0.571, "lore_density": 0.825, "trope_misunderstanding": 0.0, "emotional_peak": 0.839}, "tags": ["lore_density"], "utility": 0.3654, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.15}}, {"step": 3, "scene_summary": "Episode 082 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.51, "plot_progress": 0.523, "female_agency": 0.796, "lore_density": 0.54, "trope_misunderstanding": 0.0, "emotional_peak": 0.446}, "tags": [], "utility": 0.6379, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.96}}, {"step": 4, "scene_summary": "Episode 082 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.759, "female_agency": 0.581, "lore_density": 0.644, "trope_misunderstanding": 0.0, "emotional_peak": 0.575}, "tags": ["trope_misunderstanding"], "utility": 0.6664, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.99}}, {"step": 5, "scene_summary": "Episode 082 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.535, "plot_progress": 0.688, "female_agency": 0.524, "lore_density": 0.686, "trope_misunderstanding": 0.0, "emotional_peak": 0.436}, "tags": ["trope_misunderstanding"], "utility": 0.7289, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.24}}, {"step": 6, "scene_summary": "Episode 082 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.567, "plot_progress": 0.717, "female_agency": 0.847, "lore_density": 0.69, "trope_misunderstanding": 0.0, "emotional_peak": 0.776}, "tags": [], "utility": 0.7422, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.72}}, {"step": 7, "scene_summary": "Episode 082 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.816, "plot_progress": 0.791, "female_agency": 0.893, "lore_density": 0.694, "trope_misunderstanding": 0.0, "emotional_peak": 0.606}, "tags": [], "utility": 0.725, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.1}}], "trajectory": [{"step": 1, "scene_summary": "Episode 082 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.653, "plot_progress": 0.612, "female_agency": 0.593, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.684}, "tags": [], "utility": 0.6149, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.14}}, {"step": 2, "scene_summary": "Episode 082 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.83, "plot_progress": 0.836, "female_agency": 0.571, "lore_density": 0.825, "trope_misunderstanding": 0.0, "emotional_peak": 0.839}, "tags": ["lore_density"], "utility": 0.3654, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.15}}, {"step": 3, "scene_summary": "Episode 082 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.51, "plot_progress": 0.523, "female_agency": 0.796, "lore_density": 0.54, "trope_misunderstanding": 0.0, "emotional_peak": 0.446}, "tags": [], "utility": 0.6379, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.96}}, {"step": 4, "scene_summary": "Episode 082 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.759, "female_agency": 0.581, "lore_density": 0.644, "trope_misunderstanding": 0.0, "emotional_peak": 0.575}, "tags": ["trope_misunderstanding"], "utility": 0.6664, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.99}}, {"step": 5, "scene_summary": "Episode 082 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.535, "plot_progress": 0.688, "female_agency": 0.524, "lore_density": 0.686, "trope_misunderstanding": 0.0, "emotional_peak": 0.436}, "tags": ["trope_misunderstanding"], "utility": 0.7289, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.24}}, {"step": 6, "scene_summary": "Episode 082 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.567, "plot_progress": 0.717, "female_agency": 0.847, "lore_density": 0.69, "trope_misunderstanding": 0.0, "emotional_peak": 0.776}, "tags": [], "utility": 0.7422, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.72}}, {"step": 7, "scene_summary": "Episode 082 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.816, "plot_progress": 0.791, "female_agency": 0.893, "lore_density": 0.694, "trope_misunderstanding": 0.0, "emotional_peak": 0.606}, "tags": [], "utility": 0.725, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.1}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 2."}, 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{"episode_id": "trace_0083", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 083 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.54, "female_agency": 0.506, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.563}, "tags": [], "utility": 0.7727, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.82}}, {"step": 2, "scene_summary": "Episode 083 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.725, "plot_progress": 0.654, "female_agency": 0.628, "lore_density": 0.624, "trope_misunderstanding": 0.0, "emotional_peak": 0.817}, "tags": [], "utility": 0.6802, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.49}}, {"step": 3, "scene_summary": "Episode 083 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.727, "female_agency": 0.849, "lore_density": 0.387, "trope_misunderstanding": 0.0, "emotional_peak": 0.515}, "tags": [], "utility": 0.798, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.73}}, {"step": 4, "scene_summary": "Episode 083 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.652, "plot_progress": 0.865, "female_agency": 0.692, "lore_density": 0.637, "trope_misunderstanding": 0.0, "emotional_peak": 0.822}, "tags": ["lore_density"], "utility": 0.7313, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.33}}, {"step": 5, "scene_summary": "Episode 083 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.702, "plot_progress": 0.631, "female_agency": 0.918, "lore_density": 0.342, "trope_misunderstanding": 0.0, "emotional_peak": 0.383}, "tags": [], "utility": 0.7545, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.16}}, {"step": 6, "scene_summary": "Episode 083 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.766, "plot_progress": 0.73, "female_agency": 0.291, "lore_density": 0.626, "trope_misunderstanding": 0.0, "emotional_peak": 0.564}, "tags": ["female_agency"], "utility": 0.4214, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.17}}, {"step": 7, "scene_summary": "Episode 083 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.769, "plot_progress": 0.696, "female_agency": 0.611, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.698}, "tags": [], "utility": 0.6326, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.77}}], "trajectory": [{"step": 1, "scene_summary": "Episode 083 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.54, "female_agency": 0.506, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.563}, "tags": [], "utility": 0.7727, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.82}}, {"step": 2, "scene_summary": "Episode 083 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.725, "plot_progress": 0.654, "female_agency": 0.628, "lore_density": 0.624, "trope_misunderstanding": 0.0, "emotional_peak": 0.817}, "tags": [], "utility": 0.6802, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.49}}, {"step": 3, "scene_summary": "Episode 083 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.467, "plot_progress": 0.727, "female_agency": 0.849, "lore_density": 0.387, "trope_misunderstanding": 0.0, "emotional_peak": 0.515}, "tags": [], "utility": 0.798, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.73}}, {"step": 4, "scene_summary": "Episode 083 turn 4: 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["female_agency"], "utility": 0.4214, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.17}}, {"step": 7, "scene_summary": "Episode 083 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.769, "plot_progress": 0.696, "female_agency": 0.611, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.698}, "tags": [], "utility": 0.6326, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.77}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [7]}, "gold_credit_assignment": {"culprit_step": 6, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 6."}, "counterfactual_repairs": [{"repair_id": "repair_0083_female_agency", "target_step": 6, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2058}]}
{"episode_id": "trace_0084", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 084 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.471, "plot_progress": 0.775, "female_agency": 0.837, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.804}, "tags": ["pacing"], "utility": 0.6786, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.43}}, {"step": 2, "scene_summary": "Episode 084 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.569, "plot_progress": 0.761, "female_agency": 0.5, "lore_density": 0.477, "trope_misunderstanding": 0.0, "emotional_peak": 0.399}, "tags": ["lore_density"], "utility": 0.7119, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.63}}, {"step": 3, "scene_summary": "Episode 084 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.747, "plot_progress": 0.585, "female_agency": 0.5, "lore_density": 0.535, "trope_misunderstanding": 0.0, "emotional_peak": 0.789}, "tags": ["female_agency"], "utility": 0.8194, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.5}}, {"step": 4, "scene_summary": "Episode 084 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.509, "plot_progress": 0.748, "female_agency": 0.576, "lore_density": 0.683, "trope_misunderstanding": 0.0, "emotional_peak": 0.382}, "tags": [], "utility": 0.6149, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.14}}, {"step": 5, "scene_summary": "Episode 084 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.633, "plot_progress": 0.697, "female_agency": 0.321, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.568}, "tags": ["female_agency"], "utility": 0.5193, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.69}}, {"step": 6, "scene_summary": "Episode 084 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.593, "plot_progress": 0.679, "female_agency": 0.725, "lore_density": 0.381, "trope_misunderstanding": 0.0, "emotional_peak": 0.427}, "tags": [], "utility": 0.8576, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.87}}, {"step": 7, "scene_summary": "Episode 084 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.644, "plot_progress": 0.753, "female_agency": 0.876, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.831}, "tags": [], "utility": 0.7698, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.71}}], "trajectory": [{"step": 1, "scene_summary": "Episode 084 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.471, "plot_progress": 0.775, "female_agency": 0.837, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.804}, "tags": ["pacing"], "utility": 0.6786, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.43}}, {"step": 2, "scene_summary": "Episode 084 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.569, "plot_progress": 0.761, "female_agency": 0.5, "lore_density": 0.477, "trope_misunderstanding": 0.0, "emotional_peak": 0.399}, "tags": ["lore_density"], "utility": 0.7119, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.63}}, {"step": 3, "scene_summary": "Episode 084 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.747, "plot_progress": 0.585, "female_agency": 0.5, "lore_density": 0.535, "trope_misunderstanding": 0.0, "emotional_peak": 0.789}, "tags": ["female_agency"], "utility": 0.8194, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.5}}, {"step": 4, "scene_summary": "Episode 084 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.509, "plot_progress": 0.748, "female_agency": 0.576, "lore_density": 0.683, "trope_misunderstanding": 0.0, "emotional_peak": 0.382}, "tags": [], "utility": 0.6149, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.14}}, {"step": 5, "scene_summary": "Episode 084 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.633, "plot_progress": 0.697, "female_agency": 0.321, "lore_density": 0.32, "trope_misunderstanding": 0.0, "emotional_peak": 0.568}, "tags": ["female_agency"], "utility": 0.5193, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.69}}, {"step": 6, "scene_summary": "Episode 084 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.593, "plot_progress": 0.679, "female_agency": 0.725, "lore_density": 0.381, "trope_misunderstanding": 0.0, "emotional_peak": 0.427}, "tags": [], "utility": 0.8576, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.87}}, {"step": 7, "scene_summary": "Episode 084 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.644, "plot_progress": 0.753, "female_agency": 0.876, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.831}, "tags": [], "utility": 0.7698, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.71}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [6, 7]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0084_female_agency", "target_step": 5, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2026}]}
{"episode_id": "trace_0085", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 085 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.207, "plot_progress": 0.345, "female_agency": 0.696, "lore_density": 0.583, "trope_misunderstanding": 0.0, "emotional_peak": 0.488}, "tags": ["pacing"], "utility": 0.3422, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.32}}, {"step": 2, "scene_summary": "Episode 085 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.825, "plot_progress": 0.457, "female_agency": 0.551, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": [], "utility": 0.7289, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.24}}, {"step": 3, "scene_summary": "Episode 085 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.511, "female_agency": 0.723, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.762}, "tags": [], "utility": 0.7536, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.13}}, {"step": 4, "scene_summary": "Episode 085 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.835, "plot_progress": 0.711, "female_agency": 0.882, "lore_density": 0.582, "trope_misunderstanding": 0.0, "emotional_peak": 0.406}, "tags": [], "utility": 0.7269, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.17}}, {"step": 5, "scene_summary": "Episode 085 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.726, "plot_progress": 0.859, "female_agency": 0.606, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.803}, "tags": [], "utility": 0.8498, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.59}}], "trajectory": [{"step": 1, "scene_summary": "Episode 085 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.207, "plot_progress": 0.345, "female_agency": 0.696, "lore_density": 0.583, "trope_misunderstanding": 0.0, "emotional_peak": 0.488}, "tags": ["pacing"], "utility": 0.3422, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.32}}, {"step": 2, "scene_summary": "Episode 085 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.825, "plot_progress": 0.457, "female_agency": 0.551, "lore_density": 0.481, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": [], "utility": 0.7289, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.24}}, {"step": 3, "scene_summary": "Episode 085 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.511, "female_agency": 0.723, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.762}, "tags": [], "utility": 0.7536, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.13}}, {"step": 4, "scene_summary": "Episode 085 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.835, "plot_progress": 0.711, "female_agency": 0.882, "lore_density": 0.582, "trope_misunderstanding": 0.0, "emotional_peak": 0.406}, "tags": [], "utility": 0.7269, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.17}}, {"step": 5, "scene_summary": "Episode 085 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.726, "plot_progress": 0.859, "female_agency": 0.606, "lore_density": 0.299, "trope_misunderstanding": 0.0, "emotional_peak": 0.803}, "tags": [], "utility": 0.8498, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.59}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [2, 3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0085_pacing", "target_step": 1, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2044}]}
{"episode_id": "trace_0086", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 086 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.489, "plot_progress": 0.48, "female_agency": 0.584, "lore_density": 0.461, "trope_misunderstanding": 0.0, "emotional_peak": 0.502}, "tags": ["pacing"], "utility": 0.8256, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.72}}, {"step": 2, "scene_summary": "Episode 086 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.607, "plot_progress": 0.783, "female_agency": 0.567, "lore_density": 0.396, "trope_misunderstanding": 0.0, "emotional_peak": 0.478}, "tags": [], "utility": 0.846, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.45}}, {"step": 3, "scene_summary": "Episode 086 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.307, "plot_progress": 0.208, "female_agency": 0.791, "lore_density": 0.333, "trope_misunderstanding": 0.0, "emotional_peak": 0.468}, "tags": ["pacing"], "utility": 0.3914, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.09}}, {"step": 4, "scene_summary": "Episode 086 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.817, "plot_progress": 0.573, "female_agency": 0.627, "lore_density": 0.526, "trope_misunderstanding": 0.0, "emotional_peak": 0.657}, "tags": [], "utility": 0.7772, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.98}}, {"step": 5, "scene_summary": "Episode 086 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.779, "plot_progress": 0.728, "female_agency": 0.903, "lore_density": 0.258, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": ["female_agency"], "utility": 0.5212, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.76}}, {"step": 6, "scene_summary": "Episode 086 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.725, "plot_progress": 0.848, "female_agency": 0.721, "lore_density": 0.358, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": [], "utility": 0.7197, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.91}}], "trajectory": [{"step": 1, "scene_summary": "Episode 086 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.489, "plot_progress": 0.48, "female_agency": 0.584, "lore_density": 0.461, "trope_misunderstanding": 0.0, "emotional_peak": 0.502}, "tags": ["pacing"], "utility": 0.8256, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.72}}, {"step": 2, "scene_summary": "Episode 086 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.607, "plot_progress": 0.783, "female_agency": 0.567, "lore_density": 0.396, "trope_misunderstanding": 0.0, "emotional_peak": 0.478}, "tags": [], "utility": 0.846, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.45}}, {"step": 3, "scene_summary": "Episode 086 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.307, "plot_progress": 0.208, "female_agency": 0.791, "lore_density": 0.333, "trope_misunderstanding": 0.0, "emotional_peak": 0.468}, "tags": ["pacing"], "utility": 0.3914, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.09}}, {"step": 4, "scene_summary": "Episode 086 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.817, "plot_progress": 0.573, "female_agency": 0.627, "lore_density": 0.526, "trope_misunderstanding": 0.0, "emotional_peak": 0.657}, "tags": [], "utility": 0.7772, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.98}}, {"step": 5, "scene_summary": "Episode 086 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.779, "plot_progress": 0.728, "female_agency": 0.903, "lore_density": 0.258, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": ["female_agency"], "utility": 0.5212, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.76}}, {"step": 6, "scene_summary": "Episode 086 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.725, "plot_progress": 0.848, "female_agency": 0.721, "lore_density": 0.358, "trope_misunderstanding": 0.0, "emotional_peak": 0.721}, "tags": [], "utility": 0.7197, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.91}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0086_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2324}]}
{"episode_id": "trace_0087", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 087 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.818, "plot_progress": 0.637, "female_agency": 0.507, "lore_density": 0.279, "trope_misunderstanding": 0.0, "emotional_peak": 0.88}, "tags": [], "utility": 0.8234, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.64}}, {"step": 2, "scene_summary": "Episode 087 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.803, "plot_progress": 0.844, "female_agency": 0.54, "lore_density": 0.306, "trope_misunderstanding": 0.327, "emotional_peak": 0.551}, "tags": ["pacing", "trope_misunderstanding"], "utility": 0.7333, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.4}}, {"step": 3, "scene_summary": "Episode 087 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.481, "plot_progress": 0.564, "female_agency": 0.72, "lore_density": 0.688, "trope_misunderstanding": 0.298, "emotional_peak": 0.821}, "tags": ["trope_misunderstanding"], "utility": 0.6943, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.99}}, {"step": 4, "scene_summary": "Episode 087 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.758, "plot_progress": 0.683, "female_agency": 0.801, "lore_density": 0.664, "trope_misunderstanding": 1.0, "emotional_peak": 0.884}, "tags": ["trope_misunderstanding"], "utility": 0.333, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.99}}, {"step": 5, "scene_summary": "Episode 087 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.599, "female_agency": 0.867, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.455}, "tags": [], "utility": 0.7425, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.73}}, {"step": 6, "scene_summary": "Episode 087 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.812, "plot_progress": 0.761, "female_agency": 0.607, "lore_density": 0.571, "trope_misunderstanding": 0.0, "emotional_peak": 0.407}, "tags": ["lore_density"], "utility": 0.652, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.47}}, {"step": 7, "scene_summary": "Episode 087 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.545, "plot_progress": 0.634, "female_agency": 0.612, "lore_density": 0.504, "trope_misunderstanding": 0.0, "emotional_peak": 0.767}, "tags": [], "utility": 0.8416, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.3}}], "trajectory": [{"step": 1, "scene_summary": "Episode 087 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.818, "plot_progress": 0.637, "female_agency": 0.507, "lore_density": 0.279, "trope_misunderstanding": 0.0, "emotional_peak": 0.88}, "tags": [], "utility": 0.8234, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.64}}, {"step": 2, "scene_summary": "Episode 087 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.803, "plot_progress": 0.844, "female_agency": 0.54, "lore_density": 0.306, "trope_misunderstanding": 0.327, "emotional_peak": 0.551}, "tags": ["pacing", "trope_misunderstanding"], "utility": 0.7333, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.4}}, {"step": 3, "scene_summary": "Episode 087 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.481, "plot_progress": 0.564, "female_agency": 0.72, "lore_density": 0.688, "trope_misunderstanding": 0.298, "emotional_peak": 0.821}, "tags": ["trope_misunderstanding"], "utility": 0.6943, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.99}}, {"step": 4, "scene_summary": "Episode 087 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.758, "plot_progress": 0.683, "female_agency": 0.801, "lore_density": 0.664, "trope_misunderstanding": 1.0, "emotional_peak": 0.884}, "tags": ["trope_misunderstanding"], "utility": 0.333, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.99}}, {"step": 5, "scene_summary": "Episode 087 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.599, "female_agency": 0.867, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.455}, "tags": [], "utility": 0.7425, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.73}}, {"step": 6, "scene_summary": "Episode 087 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.812, "plot_progress": 0.761, "female_agency": 0.607, "lore_density": 0.571, "trope_misunderstanding": 0.0, "emotional_peak": 0.407}, "tags": ["lore_density"], "utility": 0.652, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.47}}, {"step": 7, "scene_summary": "Episode 087 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.545, "plot_progress": 0.634, "female_agency": 0.612, "lore_density": 0.504, "trope_misunderstanding": 0.0, "emotional_peak": 0.767}, "tags": [], "utility": 0.8416, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.3}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions 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{"episode_id": "trace_0088", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 088 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.769, "plot_progress": 0.741, "female_agency": 0.457, "lore_density": 0.335, "trope_misunderstanding": 0.386, "emotional_peak": 0.507}, "tags": ["trope_misunderstanding"], "utility": 0.6745, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.28}}, {"step": 2, "scene_summary": "Episode 088 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.815, "plot_progress": 0.66, "female_agency": 0.792, "lore_density": 0.317, "trope_misunderstanding": 1.0, "emotional_peak": 0.597}, "tags": ["trope_misunderstanding"], "utility": 0.4681, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.85}}, {"step": 3, "scene_summary": "Episode 088 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.561, "plot_progress": 0.51, "female_agency": 0.53, "lore_density": 0.659, "trope_misunderstanding": 0.0, "emotional_peak": 0.73}, "tags": [], "utility": 0.7836, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.21}}, {"step": 4, "scene_summary": "Episode 088 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.626, "plot_progress": 0.736, "female_agency": 0.679, "lore_density": 0.314, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": [], "utility": 0.7563, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.23}}, {"step": 5, "scene_summary": "Episode 088 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.735, "plot_progress": 0.696, "female_agency": 0.545, "lore_density": 0.684, "trope_misunderstanding": 0.0, "emotional_peak": 0.529}, "tags": [], "utility": 0.7153, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.75}}, {"step": 6, "scene_summary": "Episode 088 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.677, "plot_progress": 0.687, "female_agency": 0.865, "lore_density": 0.265, "trope_misunderstanding": 0.0, "emotional_peak": 0.616}, "tags": [], "utility": 0.5859, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.09}}, {"step": 7, "scene_summary": "Episode 088 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.455, "plot_progress": 0.614, "female_agency": 0.495, "lore_density": 0.376, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": ["lore_density"], "utility": 0.6857, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.69}}], "trajectory": [{"step": 1, "scene_summary": "Episode 088 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.769, "plot_progress": 0.741, "female_agency": 0.457, "lore_density": 0.335, "trope_misunderstanding": 0.386, "emotional_peak": 0.507}, "tags": ["trope_misunderstanding"], "utility": 0.6745, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.28}}, {"step": 2, "scene_summary": "Episode 088 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.815, "plot_progress": 0.66, "female_agency": 0.792, "lore_density": 0.317, "trope_misunderstanding": 1.0, "emotional_peak": 0.597}, "tags": ["trope_misunderstanding"], "utility": 0.4681, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.85}}, {"step": 3, "scene_summary": "Episode 088 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.561, "plot_progress": 0.51, "female_agency": 0.53, "lore_density": 0.659, "trope_misunderstanding": 0.0, "emotional_peak": 0.73}, "tags": [], "utility": 0.7836, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.21}}, {"step": 4, "scene_summary": "Episode 088 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.626, "plot_progress": 0.736, "female_agency": 0.679, "lore_density": 0.314, "trope_misunderstanding": 0.0, "emotional_peak": 0.555}, "tags": [], "utility": 0.7563, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.23}}, {"step": 5, "scene_summary": "Episode 088 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.735, "plot_progress": 0.696, "female_agency": 0.545, "lore_density": 0.684, "trope_misunderstanding": 0.0, "emotional_peak": 0.529}, "tags": [], "utility": 0.7153, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.75}}, {"step": 6, "scene_summary": "Episode 088 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.677, "plot_progress": 0.687, "female_agency": 0.865, "lore_density": 0.265, "trope_misunderstanding": 0.0, "emotional_peak": 0.616}, "tags": [], "utility": 0.5859, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.09}}, {"step": 7, "scene_summary": "Episode 088 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.455, "plot_progress": 0.614, "female_agency": 0.495, "lore_density": 0.376, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": ["lore_density"], "utility": 0.6857, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.69}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 2."}, 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{"episode_id": "trace_0089", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 089 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.653, "plot_progress": 0.58, "female_agency": 0.478, "lore_density": 0.611, "trope_misunderstanding": 1.0, "emotional_peak": 0.73}, "tags": ["trope_misunderstanding"], "utility": 0.3234, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.64}}, {"step": 2, "scene_summary": "Episode 089 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.73, "plot_progress": 0.811, "female_agency": 0.488, "lore_density": 0.266, "trope_misunderstanding": 0.0, "emotional_peak": 0.68}, "tags": ["pacing"], "utility": 0.6134, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.08}}, {"step": 3, "scene_summary": "Episode 089 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.732, "plot_progress": 0.713, "female_agency": 0.612, "lore_density": 0.517, "trope_misunderstanding": 0.0, "emotional_peak": 0.869}, "tags": [], "utility": 0.7417, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.7}}, {"step": 4, "scene_summary": "Episode 089 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.545, "plot_progress": 0.54, "female_agency": 0.698, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.854}, "tags": [], "utility": 0.774, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.86}}, {"step": 5, "scene_summary": "Episode 089 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.73, "plot_progress": 0.752, "female_agency": 0.715, "lore_density": 0.564, "trope_misunderstanding": 0.0, "emotional_peak": 0.816}, "tags": [], "utility": 0.782, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.15}}, {"step": 6, "scene_summary": "Episode 089 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.673, "plot_progress": 0.539, "female_agency": 0.683, "lore_density": 0.354, "trope_misunderstanding": 0.0, "emotional_peak": 0.807}, "tags": [], "utility": 0.6576, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.67}}, {"step": 7, "scene_summary": "Episode 089 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.6, "female_agency": 0.746, "lore_density": 0.55, "trope_misunderstanding": 0.0, "emotional_peak": 0.661}, "tags": [], "utility": 0.8062, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.02}}], "trajectory": [{"step": 1, "scene_summary": "Episode 089 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.653, "plot_progress": 0.58, "female_agency": 0.478, "lore_density": 0.611, "trope_misunderstanding": 1.0, "emotional_peak": 0.73}, "tags": ["trope_misunderstanding"], "utility": 0.3234, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 17.64}}, {"step": 2, "scene_summary": "Episode 089 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.73, "plot_progress": 0.811, "female_agency": 0.488, "lore_density": 0.266, "trope_misunderstanding": 0.0, "emotional_peak": 0.68}, "tags": ["pacing"], "utility": 0.6134, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.08}}, {"step": 3, "scene_summary": "Episode 089 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.732, "plot_progress": 0.713, "female_agency": 0.612, "lore_density": 0.517, "trope_misunderstanding": 0.0, "emotional_peak": 0.869}, "tags": [], "utility": 0.7417, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.7}}, {"step": 4, "scene_summary": "Episode 089 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.545, "plot_progress": 0.54, "female_agency": 0.698, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.854}, "tags": [], "utility": 0.774, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.86}}, {"step": 5, "scene_summary": "Episode 089 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.73, "plot_progress": 0.752, "female_agency": 0.715, "lore_density": 0.564, "trope_misunderstanding": 0.0, "emotional_peak": 0.816}, "tags": [], "utility": 0.782, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.15}}, {"step": 6, "scene_summary": "Episode 089 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.673, "plot_progress": 0.539, "female_agency": 0.683, "lore_density": 0.354, "trope_misunderstanding": 0.0, "emotional_peak": 0.807}, "tags": [], "utility": 0.6576, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.67}}, {"step": 7, "scene_summary": "Episode 089 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.712, "plot_progress": 0.6, "female_agency": 0.746, "lore_density": 0.55, "trope_misunderstanding": 0.0, "emotional_peak": 0.661}, "tags": [], "utility": 0.8062, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.02}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0089_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2402}]}
{"episode_id": "trace_0090", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 090 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.625, "plot_progress": 0.629, "female_agency": 0.592, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.809}, "tags": ["trope_misunderstanding"], "utility": 0.6671, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.01}}, {"step": 2, "scene_summary": "Episode 090 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.492, "plot_progress": 0.574, "female_agency": 0.797, "lore_density": 0.696, "trope_misunderstanding": 0.0, "emotional_peak": 0.788}, "tags": [], "utility": 0.6535, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.53}}, {"step": 3, "scene_summary": "Episode 090 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.681, "plot_progress": 0.791, "female_agency": 0.591, "lore_density": 0.69, "trope_misunderstanding": 0.0, "emotional_peak": 0.646}, "tags": [], "utility": 0.6357, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.89}}, {"step": 4, "scene_summary": "Episode 090 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.455, "female_agency": 0.293, "lore_density": 0.436, "trope_misunderstanding": 0.0, "emotional_peak": 0.804}, "tags": ["female_agency"], "utility": 0.3506, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.62}}, {"step": 5, "scene_summary": "Episode 090 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.743, "plot_progress": 0.467, "female_agency": 0.769, "lore_density": 0.642, "trope_misunderstanding": 0.0, "emotional_peak": 0.766}, "tags": [], "utility": 0.7003, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.21}}], "trajectory": [{"step": 1, "scene_summary": "Episode 090 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.625, "plot_progress": 0.629, "female_agency": 0.592, "lore_density": 0.48, "trope_misunderstanding": 0.0, "emotional_peak": 0.809}, "tags": ["trope_misunderstanding"], "utility": 0.6671, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.01}}, {"step": 2, "scene_summary": "Episode 090 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.492, "plot_progress": 0.574, "female_agency": 0.797, "lore_density": 0.696, "trope_misunderstanding": 0.0, "emotional_peak": 0.788}, "tags": [], "utility": 0.6535, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.53}}, {"step": 3, "scene_summary": "Episode 090 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.681, "plot_progress": 0.791, "female_agency": 0.591, "lore_density": 0.69, "trope_misunderstanding": 0.0, "emotional_peak": 0.646}, "tags": [], "utility": 0.6357, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.89}}, {"step": 4, "scene_summary": "Episode 090 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.646, "plot_progress": 0.455, "female_agency": 0.293, "lore_density": 0.436, "trope_misunderstanding": 0.0, "emotional_peak": 0.804}, "tags": ["female_agency"], "utility": 0.3506, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.62}}, {"step": 5, "scene_summary": "Episode 090 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.743, "plot_progress": 0.467, "female_agency": 0.769, "lore_density": 0.642, "trope_misunderstanding": 0.0, "emotional_peak": 0.766}, "tags": [], "utility": 0.7003, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.21}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0090_female_agency", "target_step": 4, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2215}]}
{"episode_id": "trace_0091", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 091 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.674, "female_agency": 0.707, "lore_density": 0.296, "trope_misunderstanding": 0.0, "emotional_peak": 0.554}, "tags": [], "utility": 0.635, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.86}}, {"step": 2, "scene_summary": "Episode 091 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.504, "plot_progress": 0.473, "female_agency": 0.582, "lore_density": 0.442, "trope_misunderstanding": 0.0, "emotional_peak": 0.362}, "tags": ["female_agency"], "utility": 0.6391, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.01}}, {"step": 3, "scene_summary": "Episode 091 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.476, "female_agency": 0.784, "lore_density": 0.6, "trope_misunderstanding": 0.0, "emotional_peak": 0.803}, "tags": [], "utility": 0.7808, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.11}}, {"step": 4, "scene_summary": "Episode 091 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.202, "plot_progress": 0.224, "female_agency": 0.9, "lore_density": 0.355, "trope_misunderstanding": 0.0, "emotional_peak": 0.428}, "tags": ["pacing"], "utility": 0.4511, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.24}}, {"step": 5, "scene_summary": "Episode 091 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.671, "plot_progress": 0.63, "female_agency": 0.54, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.86}, "tags": ["lore_density"], "utility": 0.6193, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.3}}], "trajectory": [{"step": 1, "scene_summary": "Episode 091 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.674, "female_agency": 0.707, "lore_density": 0.296, "trope_misunderstanding": 0.0, "emotional_peak": 0.554}, "tags": [], "utility": 0.635, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.86}}, {"step": 2, "scene_summary": "Episode 091 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.504, "plot_progress": 0.473, "female_agency": 0.582, "lore_density": 0.442, "trope_misunderstanding": 0.0, "emotional_peak": 0.362}, "tags": ["female_agency"], "utility": 0.6391, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.01}}, {"step": 3, "scene_summary": "Episode 091 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.777, "plot_progress": 0.476, "female_agency": 0.784, "lore_density": 0.6, "trope_misunderstanding": 0.0, "emotional_peak": 0.803}, "tags": [], "utility": 0.7808, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.11}}, {"step": 4, "scene_summary": "Episode 091 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.202, "plot_progress": 0.224, "female_agency": 0.9, "lore_density": 0.355, "trope_misunderstanding": 0.0, "emotional_peak": 0.428}, "tags": ["pacing"], "utility": 0.4511, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.24}}, {"step": 5, "scene_summary": "Episode 091 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.671, "plot_progress": 0.63, "female_agency": 0.54, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.86}, "tags": ["lore_density"], "utility": 0.6193, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.3}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0091_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2007}]}
{"episode_id": "trace_0092", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 092 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.644, "plot_progress": 0.607, "female_agency": 0.78, "lore_density": 0.283, "trope_misunderstanding": 0.0, "emotional_peak": 0.717}, "tags": [], "utility": 0.8232, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.64}}, {"step": 2, "scene_summary": "Episode 092 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.696, "plot_progress": 0.71, "female_agency": 0.659, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.857}, "tags": ["lore_density"], "utility": 0.7719, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.79}}, {"step": 3, "scene_summary": "Episode 092 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.71, "plot_progress": 0.782, "female_agency": 0.679, "lore_density": 0.857, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": ["lore_density"], "utility": 0.6006, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.62}}, {"step": 4, "scene_summary": "Episode 092 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.78, "plot_progress": 0.629, "female_agency": 0.827, "lore_density": 0.696, "trope_misunderstanding": 0.0, "emotional_peak": 0.479}, "tags": [], "utility": 0.5964, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.47}}], "trajectory": [{"step": 1, "scene_summary": "Episode 092 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.644, "plot_progress": 0.607, "female_agency": 0.78, "lore_density": 0.283, "trope_misunderstanding": 0.0, "emotional_peak": 0.717}, "tags": [], "utility": 0.8232, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.64}}, {"step": 2, "scene_summary": "Episode 092 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.696, "plot_progress": 0.71, "female_agency": 0.659, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.857}, "tags": ["lore_density"], "utility": 0.7719, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.79}}, {"step": 3, "scene_summary": "Episode 092 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.71, "plot_progress": 0.782, "female_agency": 0.679, "lore_density": 0.857, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": ["lore_density"], "utility": 0.6006, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.62}}, {"step": 4, "scene_summary": "Episode 092 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.78, "plot_progress": 0.629, "female_agency": 0.827, "lore_density": 0.696, "trope_misunderstanding": 0.0, "emotional_peak": 0.479}, "tags": [], "utility": 0.5964, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.47}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0092_lore_density", "target_step": 3, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1953}]}
{"episode_id": "trace_0093", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 093 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.659, "plot_progress": 0.645, "female_agency": 0.423, "lore_density": 0.411, "trope_misunderstanding": 0.0, "emotional_peak": 0.868}, "tags": ["female_agency"], "utility": 0.6562, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.62}}, {"step": 2, "scene_summary": "Episode 093 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.692, "plot_progress": 0.814, "female_agency": 0.846, "lore_density": 0.542, "trope_misunderstanding": 0.0, "emotional_peak": 0.544}, "tags": [], "utility": 0.8427, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.34}}, {"step": 3, "scene_summary": "Episode 093 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.825, "plot_progress": 0.646, "female_agency": 0.219, "lore_density": 0.377, "trope_misunderstanding": 0.0, "emotional_peak": 0.543}, "tags": ["female_agency"], "utility": 0.3947, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.21}}, {"step": 4, "scene_summary": "Episode 093 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.57, "plot_progress": 0.785, "female_agency": 0.885, "lore_density": 0.406, "trope_misunderstanding": 0.0, "emotional_peak": 0.391}, "tags": [], "utility": 0.7433, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.76}}], "trajectory": [{"step": 1, "scene_summary": "Episode 093 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.659, "plot_progress": 0.645, "female_agency": 0.423, "lore_density": 0.411, "trope_misunderstanding": 0.0, "emotional_peak": 0.868}, "tags": ["female_agency"], "utility": 0.6562, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.62}}, {"step": 2, "scene_summary": "Episode 093 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.692, "plot_progress": 0.814, "female_agency": 0.846, "lore_density": 0.542, "trope_misunderstanding": 0.0, "emotional_peak": 0.544}, "tags": [], "utility": 0.8427, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.34}}, {"step": 3, "scene_summary": "Episode 093 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.825, "plot_progress": 0.646, "female_agency": 0.219, "lore_density": 0.377, "trope_misunderstanding": 0.0, "emotional_peak": 0.543}, "tags": ["female_agency"], "utility": 0.3947, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.21}}, {"step": 4, "scene_summary": "Episode 093 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.57, "plot_progress": 0.785, "female_agency": 0.885, "lore_density": 0.406, "trope_misunderstanding": 0.0, "emotional_peak": 0.391}, "tags": [], "utility": 0.7433, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.76}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0093_female_agency", "target_step": 3, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1931}]}
{"episode_id": "trace_0094", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 094 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.579, "plot_progress": 0.626, "female_agency": 0.533, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.401}, "tags": ["trope_misunderstanding"], "utility": 0.7059, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.41}}, {"step": 2, "scene_summary": "Episode 094 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.681, "female_agency": 0.788, "lore_density": 0.67, "trope_misunderstanding": 0.0, "emotional_peak": 0.396}, "tags": [], "utility": 0.5871, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.14}}, {"step": 3, "scene_summary": "Episode 094 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.647, 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{"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.71}}, {"step": 6, "scene_summary": "Episode 094 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.82, "plot_progress": 0.635, "female_agency": 0.886, "lore_density": 0.325, "trope_misunderstanding": 0.0, "emotional_peak": 0.532}, "tags": ["female_agency"], "utility": 0.7238, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.06}}, {"step": 7, "scene_summary": "Episode 094 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.815, "plot_progress": 0.769, "female_agency": 0.693, "lore_density": 0.502, "trope_misunderstanding": 0.0, "emotional_peak": 0.744}, "tags": ["female_agency"], "utility": 0.5091, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.33}}], "trajectory": [{"step": 1, "scene_summary": "Episode 094 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.579, "plot_progress": 0.626, "female_agency": 0.533, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.401}, "tags": ["trope_misunderstanding"], "utility": 0.7059, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.41}}, {"step": 2, "scene_summary": "Episode 094 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.681, "female_agency": 0.788, "lore_density": 0.67, "trope_misunderstanding": 0.0, "emotional_peak": 0.396}, "tags": [], "utility": 0.5871, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.14}}, {"step": 3, "scene_summary": "Episode 094 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.647, "plot_progress": 0.748, "female_agency": 0.473, "lore_density": 0.679, "trope_misunderstanding": 0.0, "emotional_peak": 0.384}, "tags": ["female_agency", "lore_density"], "utility": 0.4891, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.61}}, {"step": 4, "scene_summary": "Episode 094 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.809, "plot_progress": 0.543, "female_agency": 0.538, "lore_density": 0.469, "trope_misunderstanding": 0.0, "emotional_peak": 0.396}, "tags": [], "utility": 0.7681, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.65}}, {"step": 5, "scene_summary": "Episode 094 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.523, "plot_progress": 0.736, "female_agency": 0.531, "lore_density": 0.82, "trope_misunderstanding": 0.0, "emotional_peak": 0.667}, "tags": ["lore_density"], "utility": 0.6864, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.71}}, {"step": 6, "scene_summary": "Episode 094 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.82, "plot_progress": 0.635, "female_agency": 0.886, "lore_density": 0.325, "trope_misunderstanding": 0.0, "emotional_peak": 0.532}, "tags": ["female_agency"], "utility": 0.7238, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.06}}, {"step": 7, "scene_summary": "Episode 094 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.815, "plot_progress": 0.769, "female_agency": 0.693, "lore_density": 0.502, "trope_misunderstanding": 0.0, "emotional_peak": 0.744}, "tags": ["female_agency"], "utility": 0.5091, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.33}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [6, 7]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0094_lore_density", "target_step": 5, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1747}]}
{"episode_id": "trace_0095", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 095 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.226, "plot_progress": 0.138, "female_agency": 0.685, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.852}, "tags": ["pacing"], "utility": 0.5292, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.05}}, {"step": 2, "scene_summary": "Episode 095 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.735, "plot_progress": 0.836, "female_agency": 0.797, "lore_density": 0.411, "trope_misunderstanding": 0.0, "emotional_peak": 0.75}, "tags": [], "utility": 0.6434, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.16}}, {"step": 3, "scene_summary": "Episode 095 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.84, "plot_progress": 0.843, "female_agency": 0.733, "lore_density": 0.364, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": [], "utility": 0.6885, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.78}}, {"step": 4, "scene_summary": "Episode 095 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.83, "plot_progress": 0.675, "female_agency": 0.734, "lore_density": 0.667, "trope_misunderstanding": 0.0, "emotional_peak": 0.561}, "tags": [], "utility": 0.8477, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.52}}, {"step": 5, "scene_summary": "Episode 095 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.674, "female_agency": 0.618, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": ["trope_misunderstanding"], "utility": 0.739, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.6}}], "trajectory": [{"step": 1, "scene_summary": "Episode 095 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.226, "plot_progress": 0.138, "female_agency": 0.685, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.852}, "tags": ["pacing"], "utility": 0.5292, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.05}}, {"step": 2, "scene_summary": "Episode 095 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.735, "plot_progress": 0.836, "female_agency": 0.797, "lore_density": 0.411, "trope_misunderstanding": 0.0, "emotional_peak": 0.75}, "tags": [], "utility": 0.6434, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.16}}, {"step": 3, "scene_summary": "Episode 095 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.84, "plot_progress": 0.843, "female_agency": 0.733, "lore_density": 0.364, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": [], "utility": 0.6885, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.78}}, {"step": 4, "scene_summary": "Episode 095 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.83, "plot_progress": 0.675, "female_agency": 0.734, "lore_density": 0.667, "trope_misunderstanding": 0.0, "emotional_peak": 0.561}, "tags": [], "utility": 0.8477, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.52}}, {"step": 5, "scene_summary": "Episode 095 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.826, "plot_progress": 0.674, "female_agency": 0.618, "lore_density": 0.348, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": ["trope_misunderstanding"], "utility": 0.739, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.6}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [2, 3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0095_pacing", "target_step": 1, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2233}]}
{"episode_id": "trace_0096", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 096 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.53, "plot_progress": 0.864, "female_agency": 0.699, "lore_density": 0.43, "trope_misunderstanding": 1.0, "emotional_peak": 0.824}, "tags": ["trope_misunderstanding"], "utility": 0.378, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.61}}, {"step": 2, "scene_summary": "Episode 096 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.687, "plot_progress": 0.747, "female_agency": 0.469, "lore_density": 0.251, "trope_misunderstanding": 0.0, "emotional_peak": 0.351}, "tags": [], "utility": 0.6827, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.58}}, {"step": 3, "scene_summary": "Episode 096 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.484, "plot_progress": 0.804, "female_agency": 0.683, "lore_density": 0.489, "trope_misunderstanding": 0.0, "emotional_peak": 0.877}, "tags": [], "utility": 0.6302, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.69}}, {"step": 4, "scene_summary": "Episode 096 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.519, "plot_progress": 0.556, "female_agency": 0.802, "lore_density": 0.622, "trope_misunderstanding": 0.0, "emotional_peak": 0.486}, "tags": [], "utility": 0.8243, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.67}}, {"step": 5, "scene_summary": "Episode 096 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.722, "plot_progress": 0.792, "female_agency": 0.546, "lore_density": 0.685, "trope_misunderstanding": 0.0, "emotional_peak": 0.56}, "tags": [], "utility": 0.6801, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.48}}, {"step": 6, "scene_summary": "Episode 096 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.764, "plot_progress": 0.684, "female_agency": 0.487, "lore_density": 0.315, "trope_misunderstanding": 0.0, "emotional_peak": 0.409}, "tags": [], "utility": 0.6327, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.78}}], "trajectory": [{"step": 1, "scene_summary": "Episode 096 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.53, "plot_progress": 0.864, "female_agency": 0.699, "lore_density": 0.43, "trope_misunderstanding": 1.0, "emotional_peak": 0.824}, "tags": ["trope_misunderstanding"], "utility": 0.378, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.61}}, {"step": 2, "scene_summary": "Episode 096 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.687, "plot_progress": 0.747, "female_agency": 0.469, "lore_density": 0.251, "trope_misunderstanding": 0.0, "emotional_peak": 0.351}, "tags": [], "utility": 0.6827, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.58}}, {"step": 3, "scene_summary": "Episode 096 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.484, "plot_progress": 0.804, "female_agency": 0.683, "lore_density": 0.489, "trope_misunderstanding": 0.0, "emotional_peak": 0.877}, "tags": [], "utility": 0.6302, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.69}}, {"step": 4, "scene_summary": "Episode 096 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.519, "plot_progress": 0.556, "female_agency": 0.802, "lore_density": 0.622, "trope_misunderstanding": 0.0, "emotional_peak": 0.486}, "tags": [], "utility": 0.8243, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.67}}, {"step": 5, "scene_summary": "Episode 096 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.722, "plot_progress": 0.792, "female_agency": 0.546, "lore_density": 0.685, "trope_misunderstanding": 0.0, "emotional_peak": 0.56}, "tags": [], "utility": 0.6801, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.48}}, {"step": 6, "scene_summary": "Episode 096 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.764, "plot_progress": 0.684, "female_agency": 0.487, "lore_density": 0.315, "trope_misunderstanding": 0.0, "emotional_peak": 0.409}, "tags": [], "utility": 0.6327, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.78}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0096_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.25}]}
{"episode_id": "trace_0097", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 097 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.545, "plot_progress": 0.63, "female_agency": 0.598, "lore_density": 0.603, "trope_misunderstanding": 0.0, "emotional_peak": 0.509}, "tags": ["female_agency", "lore_density"], "utility": 0.7125, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.65}}, {"step": 2, "scene_summary": "Episode 097 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.476, "plot_progress": 0.727, "female_agency": 0.625, "lore_density": 0.86, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": ["lore_density"], "utility": 0.4579, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.48}}, {"step": 3, "scene_summary": "Episode 097 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.752, "plot_progress": 0.77, "female_agency": 0.602, "lore_density": 0.322, "trope_misunderstanding": 0.0, "emotional_peak": 0.838}, "tags": [], "utility": 0.6607, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.79}}, {"step": 4, "scene_summary": "Episode 097 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.459, "female_agency": 0.751, "lore_density": 0.489, "trope_misunderstanding": 0.0, "emotional_peak": 0.567}, "tags": [], "utility": 0.6082, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.9}}], "trajectory": [{"step": 1, "scene_summary": "Episode 097 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.545, "plot_progress": 0.63, "female_agency": 0.598, "lore_density": 0.603, "trope_misunderstanding": 0.0, "emotional_peak": 0.509}, "tags": ["female_agency", "lore_density"], "utility": 0.7125, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.65}}, {"step": 2, "scene_summary": "Episode 097 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.476, "plot_progress": 0.727, "female_agency": 0.625, "lore_density": 0.86, "trope_misunderstanding": 0.0, "emotional_peak": 0.599}, "tags": ["lore_density"], "utility": 0.4579, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.48}}, {"step": 3, "scene_summary": "Episode 097 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.752, "plot_progress": 0.77, "female_agency": 0.602, "lore_density": 0.322, "trope_misunderstanding": 0.0, "emotional_peak": 0.838}, "tags": [], "utility": 0.6607, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.79}}, {"step": 4, "scene_summary": "Episode 097 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.459, "female_agency": 0.751, "lore_density": 0.489, "trope_misunderstanding": 0.0, "emotional_peak": 0.567}, "tags": [], "utility": 0.6082, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.9}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0097_lore_density", "target_step": 2, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.154}]}
{"episode_id": "trace_0098", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 098 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.77, "plot_progress": 0.486, "female_agency": 0.549, "lore_density": 0.421, "trope_misunderstanding": 0.0, "emotional_peak": 0.491}, "tags": ["female_agency"], "utility": 0.6084, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.9}}, {"step": 2, "scene_summary": "Episode 098 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.839, "plot_progress": 0.692, "female_agency": 0.212, "lore_density": 0.266, "trope_misunderstanding": 0.0, "emotional_peak": 0.425}, "tags": ["female_agency"], "utility": 0.4183, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.06}}, {"step": 3, "scene_summary": "Episode 098 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.703, "female_agency": 0.536, "lore_density": 0.686, "trope_misunderstanding": 0.0, "emotional_peak": 0.66}, "tags": ["lore_density"], "utility": 0.7382, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.58}}, {"step": 4, "scene_summary": "Episode 098 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.73, "plot_progress": 0.808, "female_agency": 0.557, "lore_density": 0.324, "trope_misunderstanding": 0.0, "emotional_peak": 0.595}, "tags": [], "utility": 0.623, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.43}}, {"step": 5, "scene_summary": "Episode 098 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.554, "plot_progress": 0.679, "female_agency": 0.764, "lore_density": 0.466, "trope_misunderstanding": 0.0, "emotional_peak": 0.842}, "tags": [], "utility": 0.7749, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.9}}, {"step": 6, "scene_summary": "Episode 098 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.654, "plot_progress": 0.518, "female_agency": 0.86, "lore_density": 0.303, "trope_misunderstanding": 0.0, "emotional_peak": 0.74}, "tags": [], "utility": 0.8425, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.33}}], "trajectory": [{"step": 1, "scene_summary": "Episode 098 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.77, "plot_progress": 0.486, "female_agency": 0.549, "lore_density": 0.421, "trope_misunderstanding": 0.0, "emotional_peak": 0.491}, "tags": ["female_agency"], "utility": 0.6084, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.9}}, {"step": 2, "scene_summary": "Episode 098 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.839, "plot_progress": 0.692, "female_agency": 0.212, "lore_density": 0.266, "trope_misunderstanding": 0.0, "emotional_peak": 0.425}, "tags": ["female_agency"], "utility": 0.4183, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.06}}, {"step": 3, "scene_summary": "Episode 098 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.477, "plot_progress": 0.703, "female_agency": 0.536, "lore_density": 0.686, "trope_misunderstanding": 0.0, "emotional_peak": 0.66}, "tags": ["lore_density"], "utility": 0.7382, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.58}}, {"step": 4, "scene_summary": "Episode 098 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.73, "plot_progress": 0.808, "female_agency": 0.557, "lore_density": 0.324, "trope_misunderstanding": 0.0, "emotional_peak": 0.595}, "tags": [], "utility": 0.623, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.43}}, {"step": 5, "scene_summary": "Episode 098 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.554, "plot_progress": 0.679, "female_agency": 0.764, "lore_density": 0.466, "trope_misunderstanding": 0.0, "emotional_peak": 0.842}, "tags": [], "utility": 0.7749, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.9}}, {"step": 6, "scene_summary": "Episode 098 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.654, "plot_progress": 0.518, "female_agency": 0.86, "lore_density": 0.303, "trope_misunderstanding": 0.0, "emotional_peak": 0.74}, "tags": [], "utility": 0.8425, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.33}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0098_female_agency", "target_step": 2, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1854}]}
{"episode_id": "trace_0099", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 099 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.743, "plot_progress": 0.664, "female_agency": 0.692, "lore_density": 0.458, "trope_misunderstanding": 0.0, "emotional_peak": 0.724}, "tags": [], "utility": 0.7888, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.4}}, {"step": 2, "scene_summary": "Episode 099 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.482, "plot_progress": 0.538, "female_agency": 0.527, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.625}, "tags": ["female_agency"], "utility": 0.6007, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.63}}, {"step": 3, "scene_summary": "Episode 099 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.551, "female_agency": 0.354, "lore_density": 0.685, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": ["female_agency"], "utility": 0.626, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.54}}, {"step": 4, "scene_summary": "Episode 099 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.749, "plot_progress": 0.824, "female_agency": 0.751, "lore_density": 0.671, "trope_misunderstanding": 0.0, "emotional_peak": 0.767}, "tags": ["pacing"], "utility": 0.6767, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.36}}, {"step": 5, "scene_summary": "Episode 099 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.623, "plot_progress": 0.636, "female_agency": 0.798, "lore_density": 0.602, "trope_misunderstanding": 0.0, "emotional_peak": 0.445}, "tags": [], "utility": 0.8583, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.9}}, {"step": 6, "scene_summary": "Episode 099 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.713, "plot_progress": 0.817, "female_agency": 0.851, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.823}, "tags": [], "utility": 0.8433, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.36}}], "trajectory": [{"step": 1, "scene_summary": "Episode 099 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.743, "plot_progress": 0.664, "female_agency": 0.692, "lore_density": 0.458, "trope_misunderstanding": 0.0, "emotional_peak": 0.724}, "tags": [], "utility": 0.7888, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.4}}, {"step": 2, "scene_summary": "Episode 099 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.482, "plot_progress": 0.538, "female_agency": 0.527, "lore_density": 0.568, "trope_misunderstanding": 0.0, "emotional_peak": 0.625}, "tags": ["female_agency"], "utility": 0.6007, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.63}}, {"step": 3, "scene_summary": "Episode 099 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.551, "female_agency": 0.354, "lore_density": 0.685, "trope_misunderstanding": 0.0, "emotional_peak": 0.569}, "tags": ["female_agency"], "utility": 0.626, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.54}}, {"step": 4, "scene_summary": "Episode 099 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.749, "plot_progress": 0.824, "female_agency": 0.751, "lore_density": 0.671, "trope_misunderstanding": 0.0, "emotional_peak": 0.767}, "tags": ["pacing"], "utility": 0.6767, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.36}}, {"step": 5, "scene_summary": "Episode 099 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.623, "plot_progress": 0.636, "female_agency": 0.798, "lore_density": 0.602, "trope_misunderstanding": 0.0, "emotional_peak": 0.445}, "tags": [], "utility": 0.8583, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.9}}, {"step": 6, "scene_summary": "Episode 099 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.713, "plot_progress": 0.817, "female_agency": 0.851, "lore_density": 0.678, "trope_misunderstanding": 0.0, "emotional_peak": 0.823}, "tags": [], "utility": 0.8433, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.36}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0099_female_agency", "target_step": 3, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.2246}]}
{"episode_id": "trace_0100", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 100 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.797, "plot_progress": 0.49, "female_agency": 0.524, "lore_density": 0.291, "trope_misunderstanding": 0.0, "emotional_peak": 0.628}, "tags": ["pacing"], "utility": 0.619, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.29}}, {"step": 2, "scene_summary": "Episode 100 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.49, "female_agency": 0.14, "lore_density": 0.571, "trope_misunderstanding": 0.0, "emotional_peak": 0.66}, "tags": ["female_agency"], "utility": 0.5637, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.29}}, {"step": 3, "scene_summary": "Episode 100 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.737, "plot_progress": 0.789, "female_agency": 0.786, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.616}, "tags": [], "utility": 0.7582, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.3}}, {"step": 4, "scene_summary": "Episode 100 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.495, "plot_progress": 0.78, "female_agency": 0.57, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.428}, "tags": [], "utility": 0.5965, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.47}}], "trajectory": [{"step": 1, "scene_summary": "Episode 100 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.797, "plot_progress": 0.49, "female_agency": 0.524, "lore_density": 0.291, "trope_misunderstanding": 0.0, "emotional_peak": 0.628}, "tags": ["pacing"], "utility": 0.619, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.29}}, {"step": 2, "scene_summary": "Episode 100 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.49, "female_agency": 0.14, "lore_density": 0.571, "trope_misunderstanding": 0.0, "emotional_peak": 0.66}, "tags": ["female_agency"], "utility": 0.5637, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.29}}, {"step": 3, "scene_summary": "Episode 100 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.737, "plot_progress": 0.789, "female_agency": 0.786, "lore_density": 0.321, "trope_misunderstanding": 0.0, "emotional_peak": 0.616}, "tags": [], "utility": 0.7582, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.3}}, {"step": 4, "scene_summary": "Episode 100 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.495, "plot_progress": 0.78, "female_agency": 0.57, "lore_density": 0.557, "trope_misunderstanding": 0.0, "emotional_peak": 0.428}, "tags": [], "utility": 0.5965, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.47}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0100_female_agency", "target_step": 2, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1996}]}
{"episode_id": "trace_0101", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 101 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.532, "plot_progress": 0.691, "female_agency": 0.727, "lore_density": 0.569, "trope_misunderstanding": 0.0, "emotional_peak": 0.548}, "tags": [], "utility": 0.6364, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.91}}, {"step": 2, "scene_summary": "Episode 101 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.578, "plot_progress": 0.604, "female_agency": 0.734, "lore_density": 0.3, "trope_misunderstanding": 0.0, "emotional_peak": 0.647}, "tags": [], "utility": 0.8162, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.38}}, {"step": 3, "scene_summary": "Episode 101 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.772, "plot_progress": 0.583, "female_agency": 0.719, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.526}, "tags": [], "utility": 0.7573, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.26}}, {"step": 4, "scene_summary": "Episode 101 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.703, "female_agency": 0.527, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.59}, "tags": [], "utility": 0.6467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.28}}, {"step": 5, "scene_summary": "Episode 101 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.385, "female_agency": 0.457, "lore_density": 0.608, "trope_misunderstanding": 0.0, "emotional_peak": 0.874}, "tags": ["female_agency", "pacing"], "utility": 0.4513, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.25}}, {"step": 6, "scene_summary": "Episode 101 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.313, "plot_progress": 0.322, "female_agency": 0.756, "lore_density": 0.555, "trope_misunderstanding": 0.0, "emotional_peak": 0.402}, "tags": ["pacing"], "utility": 0.5272, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.98}}, {"step": 7, "scene_summary": "Episode 101 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.804, "plot_progress": 0.639, "female_agency": 0.45, "lore_density": 0.62, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.7664, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.59}}], "trajectory": [{"step": 1, "scene_summary": "Episode 101 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.532, "plot_progress": 0.691, "female_agency": 0.727, "lore_density": 0.569, "trope_misunderstanding": 0.0, "emotional_peak": 0.548}, "tags": [], "utility": 0.6364, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.91}}, {"step": 2, "scene_summary": "Episode 101 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.578, "plot_progress": 0.604, "female_agency": 0.734, "lore_density": 0.3, "trope_misunderstanding": 0.0, "emotional_peak": 0.647}, "tags": [], "utility": 0.8162, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.38}}, {"step": 3, "scene_summary": "Episode 101 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.772, "plot_progress": 0.583, "female_agency": 0.719, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.526}, "tags": [], "utility": 0.7573, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.26}}, {"step": 4, "scene_summary": "Episode 101 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.586, "plot_progress": 0.703, "female_agency": 0.527, "lore_density": 0.553, "trope_misunderstanding": 0.0, "emotional_peak": 0.59}, "tags": [], "utility": 0.6467, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.28}}, {"step": 5, "scene_summary": "Episode 101 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.469, "plot_progress": 0.385, "female_agency": 0.457, "lore_density": 0.608, "trope_misunderstanding": 0.0, "emotional_peak": 0.874}, "tags": ["female_agency", "pacing"], "utility": 0.4513, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.25}}, {"step": 6, "scene_summary": "Episode 101 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.313, "plot_progress": 0.322, "female_agency": 0.756, "lore_density": 0.555, "trope_misunderstanding": 0.0, "emotional_peak": 0.402}, "tags": ["pacing"], "utility": 0.5272, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.98}}, {"step": 7, "scene_summary": "Episode 101 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.804, "plot_progress": 0.639, "female_agency": 0.45, "lore_density": 0.62, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.7664, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.59}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [7]}, "gold_credit_assignment": {"culprit_step": 6, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 6."}, "counterfactual_repairs": [{"repair_id": "repair_0101_pacing", "target_step": 6, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2059}]}
{"episode_id": "trace_0102", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 102 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.694, "plot_progress": 0.589, "female_agency": 0.652, "lore_density": 0.283, "trope_misunderstanding": 0.0, "emotional_peak": 0.366}, "tags": [], "utility": 0.6977, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.12}}, {"step": 2, "scene_summary": "Episode 102 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.619, "plot_progress": 0.784, "female_agency": 0.733, "lore_density": 0.607, "trope_misunderstanding": 0.0, "emotional_peak": 0.472}, "tags": [], "utility": 0.6107, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.99}}, {"step": 3, "scene_summary": "Episode 102 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.665, "female_agency": 0.918, "lore_density": 0.618, "trope_misunderstanding": 0.0, "emotional_peak": 0.874}, "tags": [], "utility": 0.6425, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.13}}, {"step": 4, "scene_summary": "Episode 102 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.735, "female_agency": 0.825, "lore_density": 0.628, "trope_misunderstanding": 0.0, "emotional_peak": 0.531}, "tags": [], "utility": 0.7314, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.33}}, {"step": 5, "scene_summary": "Episode 102 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.577, "plot_progress": 0.826, "female_agency": 0.676, "lore_density": 0.363, "trope_misunderstanding": 1.0, "emotional_peak": 0.836}, "tags": ["trope_misunderstanding"], "utility": 0.2981, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.73}}, {"step": 6, "scene_summary": "Episode 102 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.496, "female_agency": 0.894, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.598}, "tags": [], "utility": 0.5855, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.08}}, {"step": 7, "scene_summary": "Episode 102 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.479, "plot_progress": 0.624, "female_agency": 0.647, "lore_density": 0.493, "trope_misunderstanding": 0.0, "emotional_peak": 0.422}, "tags": [], "utility": 0.7134, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.68}}], "trajectory": [{"step": 1, "scene_summary": "Episode 102 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.694, "plot_progress": 0.589, "female_agency": 0.652, "lore_density": 0.283, "trope_misunderstanding": 0.0, "emotional_peak": 0.366}, "tags": [], "utility": 0.6977, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.12}}, {"step": 2, "scene_summary": "Episode 102 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.619, "plot_progress": 0.784, "female_agency": 0.733, "lore_density": 0.607, "trope_misunderstanding": 0.0, "emotional_peak": 0.472}, "tags": [], "utility": 0.6107, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.99}}, {"step": 3, "scene_summary": "Episode 102 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.665, "female_agency": 0.918, "lore_density": 0.618, "trope_misunderstanding": 0.0, "emotional_peak": 0.874}, "tags": [], "utility": 0.6425, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.13}}, {"step": 4, "scene_summary": "Episode 102 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.629, "plot_progress": 0.735, "female_agency": 0.825, "lore_density": 0.628, "trope_misunderstanding": 0.0, "emotional_peak": 0.531}, "tags": [], "utility": 0.7314, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.33}}, {"step": 5, "scene_summary": "Episode 102 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.577, "plot_progress": 0.826, "female_agency": 0.676, "lore_density": 0.363, "trope_misunderstanding": 1.0, "emotional_peak": 0.836}, "tags": ["trope_misunderstanding"], "utility": 0.2981, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 16.73}}, {"step": 6, "scene_summary": "Episode 102 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.496, "female_agency": 0.894, "lore_density": 0.649, "trope_misunderstanding": 0.0, "emotional_peak": 0.598}, "tags": [], "utility": 0.5855, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.08}}, {"step": 7, "scene_summary": "Episode 102 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.479, "plot_progress": 0.624, "female_agency": 0.647, "lore_density": 0.493, "trope_misunderstanding": 0.0, "emotional_peak": 0.422}, "tags": [], "utility": 0.7134, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.68}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [6, 7]}, "gold_credit_assignment": {"culprit_step": 5, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 5."}, "counterfactual_repairs": [{"repair_id": "repair_0102_trope_misunderstanding", "target_step": 5, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2914}]}
{"episode_id": "trace_0103", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 103 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.716, "plot_progress": 0.611, "female_agency": 0.597, "lore_density": 0.308, "trope_misunderstanding": 1.0, "emotional_peak": 0.622}, "tags": ["trope_misunderstanding"], "utility": 0.3497, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.59}}, {"step": 2, "scene_summary": "Episode 103 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.753, "plot_progress": 0.544, "female_agency": 0.901, "lore_density": 0.479, "trope_misunderstanding": 0.0, "emotional_peak": 0.837}, "tags": [], "utility": 0.5901, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.24}}, {"step": 3, "scene_summary": "Episode 103 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.565, "plot_progress": 0.533, "female_agency": 0.61, "lore_density": 0.623, "trope_misunderstanding": 0.0, "emotional_peak": 0.391}, "tags": [], "utility": 0.6928, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.94}}, {"step": 4, "scene_summary": "Episode 103 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.486, "plot_progress": 0.638, "female_agency": 0.476, "lore_density": 0.493, "trope_misunderstanding": 0.0, "emotional_peak": 0.665}, "tags": ["lore_density"], "utility": 0.822, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.59}}, {"step": 5, "scene_summary": "Episode 103 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.836, "female_agency": 0.797, "lore_density": 0.684, "trope_misunderstanding": 0.0, "emotional_peak": 0.376}, "tags": [], "utility": 0.7127, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.66}}, {"step": 6, "scene_summary": "Episode 103 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.488, "plot_progress": 0.705, "female_agency": 0.538, "lore_density": 0.64, "trope_misunderstanding": 0.0, "emotional_peak": 0.635}, "tags": [], "utility": 0.7571, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.25}}, {"step": 7, "scene_summary": "Episode 103 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.496, "plot_progress": 0.596, "female_agency": 0.513, "lore_density": 0.698, "trope_misunderstanding": 0.0, "emotional_peak": 0.422}, "tags": ["female_agency"], "utility": 0.5898, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.23}}], "trajectory": [{"step": 1, "scene_summary": "Episode 103 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.716, "plot_progress": 0.611, "female_agency": 0.597, "lore_density": 0.308, "trope_misunderstanding": 1.0, "emotional_peak": 0.622}, "tags": ["trope_misunderstanding"], "utility": 0.3497, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.59}}, {"step": 2, "scene_summary": "Episode 103 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.753, "plot_progress": 0.544, "female_agency": 0.901, "lore_density": 0.479, "trope_misunderstanding": 0.0, "emotional_peak": 0.837}, "tags": [], "utility": 0.5901, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.24}}, {"step": 3, "scene_summary": "Episode 103 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.565, "plot_progress": 0.533, "female_agency": 0.61, "lore_density": 0.623, "trope_misunderstanding": 0.0, "emotional_peak": 0.391}, "tags": [], "utility": 0.6928, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.94}}, {"step": 4, "scene_summary": "Episode 103 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.486, "plot_progress": 0.638, "female_agency": 0.476, "lore_density": 0.493, "trope_misunderstanding": 0.0, "emotional_peak": 0.665}, "tags": ["lore_density"], "utility": 0.822, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.59}}, {"step": 5, "scene_summary": "Episode 103 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.604, "plot_progress": 0.836, "female_agency": 0.797, "lore_density": 0.684, "trope_misunderstanding": 0.0, "emotional_peak": 0.376}, "tags": [], "utility": 0.7127, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.66}}, {"step": 6, "scene_summary": "Episode 103 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.488, "plot_progress": 0.705, "female_agency": 0.538, "lore_density": 0.64, "trope_misunderstanding": 0.0, "emotional_peak": 0.635}, "tags": [], "utility": 0.7571, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.25}}, {"step": 7, "scene_summary": "Episode 103 turn 7: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.496, "plot_progress": 0.596, "female_agency": 0.513, "lore_density": 0.698, "trope_misunderstanding": 0.0, "emotional_peak": 0.422}, "tags": ["female_agency"], "utility": 0.5898, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.23}}], "delayed_feedback": {"turn": 7, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5, 6, 7]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, 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{"episode_id": "trace_0104", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 104 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.815, "female_agency": 0.197, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.778}, "tags": ["female_agency"], "utility": 0.3551, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.78}}, {"step": 2, "scene_summary": "Episode 104 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.562, "plot_progress": 0.803, "female_agency": 0.65, "lore_density": 0.51, "trope_misunderstanding": 0.0, "emotional_peak": 0.774}, "tags": [], "utility": 0.6045, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.76}}, {"step": 3, "scene_summary": "Episode 104 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.784, "plot_progress": 0.484, "female_agency": 0.684, "lore_density": 0.363, "trope_misunderstanding": 0.0, "emotional_peak": 0.757}, "tags": [], "utility": 0.7273, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.18}}, {"step": 4, "scene_summary": "Episode 104 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.463, "female_agency": 0.629, "lore_density": 0.594, "trope_misunderstanding": 0.0, "emotional_peak": 0.81}, "tags": [], "utility": 0.815, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.34}}], "trajectory": [{"step": 1, "scene_summary": "Episode 104 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.815, "female_agency": 0.197, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.778}, "tags": ["female_agency"], "utility": 0.3551, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.78}}, {"step": 2, "scene_summary": "Episode 104 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.562, "plot_progress": 0.803, "female_agency": 0.65, "lore_density": 0.51, "trope_misunderstanding": 0.0, "emotional_peak": 0.774}, "tags": [], "utility": 0.6045, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.76}}, {"step": 3, "scene_summary": "Episode 104 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.784, "plot_progress": 0.484, "female_agency": 0.684, "lore_density": 0.363, "trope_misunderstanding": 0.0, "emotional_peak": 0.757}, "tags": [], "utility": 0.7273, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.18}}, {"step": 4, "scene_summary": "Episode 104 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.483, "plot_progress": 0.463, "female_agency": 0.629, "lore_density": 0.594, "trope_misunderstanding": 0.0, "emotional_peak": 0.81}, "tags": [], "utility": 0.815, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.34}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0104_female_agency", "target_step": 1, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.226}]}
{"episode_id": "trace_0105", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 105 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.469, "female_agency": 0.908, "lore_density": 0.286, "trope_misunderstanding": 0.0, "emotional_peak": 0.436}, "tags": [], "utility": 0.8487, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.55}}, {"step": 2, "scene_summary": "Episode 105 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.536, "plot_progress": 0.516, "female_agency": 0.283, "lore_density": 0.26, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": ["female_agency"], "utility": 0.4065, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.63}}, {"step": 3, "scene_summary": "Episode 105 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.828, "plot_progress": 0.536, "female_agency": 0.54, "lore_density": 0.288, "trope_misunderstanding": 0.0, "emotional_peak": 0.496}, "tags": [], "utility": 0.6638, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.9}}, {"step": 4, "scene_summary": "Episode 105 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.454, "plot_progress": 0.589, "female_agency": 0.602, "lore_density": 0.535, "trope_misunderstanding": 0.0, "emotional_peak": 0.718}, "tags": [], "utility": 0.8294, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.86}}], "trajectory": [{"step": 1, "scene_summary": "Episode 105 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.781, "plot_progress": 0.469, "female_agency": 0.908, "lore_density": 0.286, "trope_misunderstanding": 0.0, "emotional_peak": 0.436}, "tags": [], "utility": 0.8487, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.55}}, {"step": 2, "scene_summary": "Episode 105 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.536, "plot_progress": 0.516, "female_agency": 0.283, "lore_density": 0.26, "trope_misunderstanding": 0.0, "emotional_peak": 0.571}, "tags": ["female_agency"], "utility": 0.4065, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 20.63}}, {"step": 3, "scene_summary": "Episode 105 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.828, "plot_progress": 0.536, "female_agency": 0.54, "lore_density": 0.288, "trope_misunderstanding": 0.0, "emotional_peak": 0.496}, "tags": [], "utility": 0.6638, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.9}}, {"step": 4, "scene_summary": "Episode 105 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.454, "plot_progress": 0.589, "female_agency": 0.602, "lore_density": 0.535, "trope_misunderstanding": 0.0, "emotional_peak": 0.718}, "tags": [], "utility": 0.8294, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.86}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0105_female_agency", "target_step": 2, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1862}]}
{"episode_id": "trace_0106", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 106 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.682, "plot_progress": 0.679, "female_agency": 0.911, "lore_density": 0.534, "trope_misunderstanding": 0.0, "emotional_peak": 0.561}, "tags": [], "utility": 0.6006, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.62}}, {"step": 2, "scene_summary": "Episode 106 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.796, "plot_progress": 0.869, "female_agency": 0.66, "lore_density": 0.577, "trope_misunderstanding": 0.0, "emotional_peak": 0.676}, "tags": [], "utility": 0.8082, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.09}}, {"step": 3, "scene_summary": "Episode 106 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.48, "plot_progress": 0.757, "female_agency": 0.791, "lore_density": 0.495, "trope_misunderstanding": 0.389, "emotional_peak": 0.727}, "tags": ["lore_density", "trope_misunderstanding"], "utility": 0.7475, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.91}}, {"step": 4, "scene_summary": "Episode 106 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.476, "plot_progress": 0.879, "female_agency": 0.619, "lore_density": 0.576, "trope_misunderstanding": 1.0, "emotional_peak": 0.456}, "tags": ["trope_misunderstanding"], "utility": 0.2351, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 14.47}}, {"step": 5, "scene_summary": "Episode 106 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.718, "plot_progress": 0.748, "female_agency": 0.781, "lore_density": 0.541, "trope_misunderstanding": 0.0, "emotional_peak": 0.895}, "tags": [], "utility": 0.722, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.99}}, {"step": 6, "scene_summary": "Episode 106 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.597, "plot_progress": 0.86, "female_agency": 0.695, "lore_density": 0.581, "trope_misunderstanding": 0.0, "emotional_peak": 0.574}, "tags": [], "utility": 0.8103, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.17}}], "trajectory": [{"step": 1, "scene_summary": "Episode 106 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.682, "plot_progress": 0.679, "female_agency": 0.911, "lore_density": 0.534, "trope_misunderstanding": 0.0, "emotional_peak": 0.561}, "tags": [], "utility": 0.6006, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.62}}, {"step": 2, "scene_summary": "Episode 106 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.796, "plot_progress": 0.869, "female_agency": 0.66, "lore_density": 0.577, "trope_misunderstanding": 0.0, "emotional_peak": 0.676}, "tags": [], "utility": 0.8082, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.09}}, {"step": 3, "scene_summary": "Episode 106 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.48, "plot_progress": 0.757, "female_agency": 0.791, "lore_density": 0.495, "trope_misunderstanding": 0.389, "emotional_peak": 0.727}, "tags": ["lore_density", "trope_misunderstanding"], "utility": 0.7475, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.91}}, {"step": 4, "scene_summary": "Episode 106 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.476, "plot_progress": 0.879, "female_agency": 0.619, "lore_density": 0.576, "trope_misunderstanding": 1.0, "emotional_peak": 0.456}, "tags": ["trope_misunderstanding"], "utility": 0.2351, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 14.47}}, {"step": 5, "scene_summary": "Episode 106 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.718, "plot_progress": 0.748, "female_agency": 0.781, "lore_density": 0.541, "trope_misunderstanding": 0.0, "emotional_peak": 0.895}, "tags": [], "utility": 0.722, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.99}}, {"step": 6, "scene_summary": "Episode 106 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.597, "plot_progress": 0.86, "female_agency": 0.695, "lore_density": 0.581, "trope_misunderstanding": 0.0, "emotional_peak": 0.574}, "tags": [], "utility": 0.8103, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.17}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [5, 6]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0106_trope_misunderstanding", "target_step": 4, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2692}]}
{"episode_id": "trace_0107", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 107 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.705, "plot_progress": 0.647, "female_agency": 0.78, "lore_density": 0.416, "trope_misunderstanding": 0.0, "emotional_peak": 0.728}, "tags": [], "utility": 0.6791, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.45}}, {"step": 2, "scene_summary": "Episode 107 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.528, "female_agency": 0.787, "lore_density": 0.722, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": ["lore_density"], "utility": 0.6441, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.19}}, {"step": 3, "scene_summary": "Episode 107 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.551, "female_agency": 0.574, "lore_density": 0.86, "trope_misunderstanding": 0.0, "emotional_peak": 0.475}, "tags": ["lore_density"], "utility": 0.5383, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.38}}, {"step": 4, "scene_summary": "Episode 107 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.513, "plot_progress": 0.574, "female_agency": 0.682, "lore_density": 0.671, "trope_misunderstanding": 0.0, "emotional_peak": 0.746}, "tags": [], "utility": 0.7837, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.21}}], "trajectory": [{"step": 1, "scene_summary": "Episode 107 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.705, "plot_progress": 0.647, "female_agency": 0.78, "lore_density": 0.416, "trope_misunderstanding": 0.0, "emotional_peak": 0.728}, "tags": [], "utility": 0.6791, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.45}}, {"step": 2, "scene_summary": "Episode 107 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.649, "plot_progress": 0.528, "female_agency": 0.787, "lore_density": 0.722, "trope_misunderstanding": 0.0, "emotional_peak": 0.682}, "tags": ["lore_density"], "utility": 0.6441, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.19}}, {"step": 3, "scene_summary": "Episode 107 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.823, "plot_progress": 0.551, "female_agency": 0.574, "lore_density": 0.86, "trope_misunderstanding": 0.0, "emotional_peak": 0.475}, "tags": ["lore_density"], "utility": 0.5383, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.38}}, {"step": 4, "scene_summary": "Episode 107 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.513, "plot_progress": 0.574, "female_agency": 0.682, "lore_density": 0.671, "trope_misunderstanding": 0.0, "emotional_peak": 0.746}, "tags": [], "utility": 0.7837, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.21}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [4]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0107_lore_density", "target_step": 3, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1833}]}
{"episode_id": "trace_0108", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 108 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.592, "plot_progress": 0.509, "female_agency": 0.852, "lore_density": 0.533, "trope_misunderstanding": 1.0, "emotional_peak": 0.777}, "tags": ["trope_misunderstanding"], "utility": 0.4639, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.7}}, {"step": 2, "scene_summary": "Episode 108 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.497, "plot_progress": 0.862, "female_agency": 0.88, "lore_density": 0.353, "trope_misunderstanding": 0.0, "emotional_peak": 0.581}, "tags": [], "utility": 0.633, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.79}}, {"step": 3, "scene_summary": "Episode 108 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.664, "plot_progress": 0.612, "female_agency": 0.835, "lore_density": 0.28, "trope_misunderstanding": 0.0, "emotional_peak": 0.49}, "tags": ["pacing"], "utility": 0.6258, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.53}}, {"step": 4, "scene_summary": "Episode 108 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.474, "plot_progress": 0.791, "female_agency": 0.592, "lore_density": 0.473, "trope_misunderstanding": 0.0, "emotional_peak": 0.836}, "tags": [], "utility": 0.6518, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.47}}, {"step": 5, "scene_summary": "Episode 108 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.747, "plot_progress": 0.528, "female_agency": 0.607, "lore_density": 0.482, "trope_misunderstanding": 0.0, "emotional_peak": 0.456}, "tags": [], "utility": 0.7605, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.38}}], "trajectory": [{"step": 1, "scene_summary": "Episode 108 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.592, "plot_progress": 0.509, "female_agency": 0.852, "lore_density": 0.533, "trope_misunderstanding": 1.0, "emotional_peak": 0.777}, "tags": ["trope_misunderstanding"], "utility": 0.4639, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 22.7}}, {"step": 2, "scene_summary": "Episode 108 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.497, "plot_progress": 0.862, "female_agency": 0.88, "lore_density": 0.353, "trope_misunderstanding": 0.0, "emotional_peak": 0.581}, "tags": [], "utility": 0.633, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.79}}, {"step": 3, "scene_summary": "Episode 108 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.664, "plot_progress": 0.612, "female_agency": 0.835, "lore_density": 0.28, "trope_misunderstanding": 0.0, "emotional_peak": 0.49}, "tags": ["pacing"], "utility": 0.6258, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.53}}, {"step": 4, "scene_summary": "Episode 108 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.474, "plot_progress": 0.791, "female_agency": 0.592, "lore_density": 0.473, "trope_misunderstanding": 0.0, "emotional_peak": 0.836}, "tags": [], "utility": 0.6518, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.47}}, {"step": 5, "scene_summary": "Episode 108 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.747, "plot_progress": 0.528, "female_agency": 0.607, "lore_density": 0.482, "trope_misunderstanding": 0.0, "emotional_peak": 0.456}, "tags": [], "utility": 0.7605, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.38}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [2, 3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0108_trope_misunderstanding", "target_step": 1, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2831}]}
{"episode_id": "trace_0109", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 109 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.538, "plot_progress": 0.555, "female_agency": 0.7, "lore_density": 0.686, "trope_misunderstanding": 0.0, "emotional_peak": 0.634}, "tags": [], "utility": 0.6694, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.1}}, {"step": 2, "scene_summary": "Episode 109 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.767, "female_agency": 0.278, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.471}, "tags": ["female_agency"], "utility": 0.5515, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.85}}, {"step": 3, "scene_summary": "Episode 109 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.799, "plot_progress": 0.772, "female_agency": 0.696, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.609}, "tags": ["lore_density"], "utility": 0.585, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.06}}, {"step": 4, "scene_summary": "Episode 109 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.801, "plot_progress": 0.874, "female_agency": 0.765, "lore_density": 0.349, "trope_misunderstanding": 0.0, "emotional_peak": 0.533}, "tags": [], "utility": 0.7287, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.23}}, {"step": 5, "scene_summary": "Episode 109 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.81, "plot_progress": 0.623, "female_agency": 0.533, "lore_density": 0.581, "trope_misunderstanding": 0.0, "emotional_peak": 0.502}, "tags": [], "utility": 0.7625, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.45}}], "trajectory": [{"step": 1, "scene_summary": "Episode 109 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.538, "plot_progress": 0.555, "female_agency": 0.7, "lore_density": 0.686, "trope_misunderstanding": 0.0, "emotional_peak": 0.634}, "tags": [], "utility": 0.6694, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.1}}, {"step": 2, "scene_summary": "Episode 109 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.506, "plot_progress": 0.767, "female_agency": 0.278, "lore_density": 0.317, "trope_misunderstanding": 0.0, "emotional_peak": 0.471}, "tags": ["female_agency"], "utility": 0.5515, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.85}}, {"step": 3, "scene_summary": "Episode 109 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.799, "plot_progress": 0.772, "female_agency": 0.696, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.609}, "tags": ["lore_density"], "utility": 0.585, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.06}}, {"step": 4, "scene_summary": "Episode 109 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.801, "plot_progress": 0.874, "female_agency": 0.765, "lore_density": 0.349, "trope_misunderstanding": 0.0, "emotional_peak": 0.533}, "tags": [], "utility": 0.7287, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.23}}, {"step": 5, "scene_summary": "Episode 109 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.81, "plot_progress": 0.623, "female_agency": 0.533, "lore_density": 0.581, "trope_misunderstanding": 0.0, "emotional_peak": 0.502}, "tags": [], "utility": 0.7625, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.45}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "前面关键场景女主太被动，后面再燃也有点补不回来。", "observed_after_steps": [3, 4, 5]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "female_agency", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions female_agency, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0109_female_agency", "target_step": 2, "target_dimension": "female_agency", "action": "make protagonist choose the decisive action herself", "expected_utility_gain": 0.1743}]}
{"episode_id": "trace_0110", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 110 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.612, "plot_progress": 0.582, "female_agency": 0.645, "lore_density": 0.331, "trope_misunderstanding": 0.0, "emotional_peak": 0.73}, "tags": [], "utility": 0.6327, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.78}}, {"step": 2, "scene_summary": "Episode 110 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.431, "plot_progress": 0.381, "female_agency": 0.499, "lore_density": 0.628, "trope_misunderstanding": 0.0, "emotional_peak": 0.504}, "tags": ["female_agency", "pacing"], "utility": 0.511, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.4}}, {"step": 3, "scene_summary": "Episode 110 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.295, "plot_progress": 0.105, "female_agency": 0.476, "lore_density": 0.44, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": ["pacing"], "utility": 0.3538, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.74}}, {"step": 4, "scene_summary": "Episode 110 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.488, "plot_progress": 0.51, "female_agency": 0.714, "lore_density": 0.63, "trope_misunderstanding": 0.0, "emotional_peak": 0.552}, "tags": [], "utility": 0.6536, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.53}}, {"step": 5, "scene_summary": "Episode 110 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.626, "plot_progress": 0.869, "female_agency": 0.53, "lore_density": 0.512, "trope_misunderstanding": 0.0, "emotional_peak": 0.458}, "tags": ["lore_density"], "utility": 0.6248, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.49}}], "trajectory": [{"step": 1, "scene_summary": "Episode 110 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.612, "plot_progress": 0.582, "female_agency": 0.645, "lore_density": 0.331, "trope_misunderstanding": 0.0, "emotional_peak": 0.73}, "tags": [], "utility": 0.6327, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.78}}, {"step": 2, "scene_summary": "Episode 110 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.431, "plot_progress": 0.381, "female_agency": 0.499, "lore_density": 0.628, "trope_misunderstanding": 0.0, "emotional_peak": 0.504}, "tags": ["female_agency", "pacing"], "utility": 0.511, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.4}}, {"step": 3, "scene_summary": "Episode 110 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.295, "plot_progress": 0.105, "female_agency": 0.476, "lore_density": 0.44, "trope_misunderstanding": 0.0, "emotional_peak": 0.689}, "tags": ["pacing"], "utility": 0.3538, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.74}}, {"step": 4, "scene_summary": "Episode 110 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.488, "plot_progress": 0.51, "female_agency": 0.714, "lore_density": 0.63, "trope_misunderstanding": 0.0, "emotional_peak": 0.552}, "tags": [], "utility": 0.6536, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.53}}, {"step": 5, "scene_summary": "Episode 110 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.626, "plot_progress": 0.869, "female_agency": 0.53, "lore_density": 0.512, "trope_misunderstanding": 0.0, "emotional_peak": 0.458}, "tags": ["lore_density"], "utility": 0.6248, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.49}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4, 5]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0110_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2082}]}
{"episode_id": "trace_0111", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 111 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.523, "plot_progress": 0.693, "female_agency": 0.767, "lore_density": 0.845, "trope_misunderstanding": 0.0, "emotional_peak": 0.554}, "tags": ["lore_density"], "utility": 0.3652, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.15}}, {"step": 2, "scene_summary": "Episode 111 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.521, "plot_progress": 0.584, "female_agency": 0.787, "lore_density": 0.337, "trope_misunderstanding": 0.0, "emotional_peak": 0.878}, "tags": [], "utility": 0.822, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.59}}, {"step": 3, "scene_summary": "Episode 111 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.792, "plot_progress": 0.526, "female_agency": 0.598, "lore_density": 0.545, "trope_misunderstanding": 0.0, "emotional_peak": 0.871}, "tags": [], "utility": 0.8185, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.47}}, {"step": 4, "scene_summary": "Episode 111 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.708, "female_agency": 0.488, "lore_density": 0.551, "trope_misunderstanding": 0.0, "emotional_peak": 0.688}, "tags": [], "utility": 0.5918, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.31}}], "trajectory": [{"step": 1, "scene_summary": "Episode 111 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.523, "plot_progress": 0.693, "female_agency": 0.767, "lore_density": 0.845, "trope_misunderstanding": 0.0, "emotional_peak": 0.554}, "tags": ["lore_density"], "utility": 0.3652, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 19.15}}, {"step": 2, "scene_summary": "Episode 111 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.521, "plot_progress": 0.584, "female_agency": 0.787, "lore_density": 0.337, "trope_misunderstanding": 0.0, "emotional_peak": 0.878}, "tags": [], "utility": 0.822, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.59}}, {"step": 3, "scene_summary": "Episode 111 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.792, "plot_progress": 0.526, "female_agency": 0.598, "lore_density": 0.545, "trope_misunderstanding": 0.0, "emotional_peak": 0.871}, "tags": [], "utility": 0.8185, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 35.47}}, {"step": 4, "scene_summary": "Episode 111 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.575, "plot_progress": 0.708, "female_agency": 0.488, "lore_density": 0.551, "trope_misunderstanding": 0.0, "emotional_peak": 0.688}, "tags": [], "utility": 0.5918, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.31}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0111_lore_density", "target_step": 1, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1746}]}
{"episode_id": "trace_0112", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 112 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.451, "plot_progress": 0.665, "female_agency": 0.515, "lore_density": 0.26, "trope_misunderstanding": 0.298, "emotional_peak": 0.867}, "tags": ["trope_misunderstanding"], "utility": 0.695, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.02}}, {"step": 2, "scene_summary": "Episode 112 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.535, "plot_progress": 0.742, "female_agency": 0.585, "lore_density": 0.649, "trope_misunderstanding": 1.0, "emotional_peak": 0.648}, "tags": ["trope_misunderstanding"], "utility": 0.3609, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.99}}, {"step": 3, "scene_summary": "Episode 112 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.832, "plot_progress": 0.639, "female_agency": 0.789, "lore_density": 0.381, "trope_misunderstanding": 0.0, "emotional_peak": 0.543}, "tags": [], "utility": 0.6421, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.12}}, {"step": 4, "scene_summary": "Episode 112 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.739, "plot_progress": 0.783, "female_agency": 0.534, "lore_density": 0.35, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": [], "utility": 0.6088, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.92}}], "trajectory": [{"step": 1, "scene_summary": "Episode 112 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.451, "plot_progress": 0.665, "female_agency": 0.515, "lore_density": 0.26, "trope_misunderstanding": 0.298, "emotional_peak": 0.867}, "tags": ["trope_misunderstanding"], "utility": 0.695, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.02}}, {"step": 2, "scene_summary": "Episode 112 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.535, "plot_progress": 0.742, "female_agency": 0.585, "lore_density": 0.649, "trope_misunderstanding": 1.0, "emotional_peak": 0.648}, "tags": ["trope_misunderstanding"], "utility": 0.3609, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 18.99}}, {"step": 3, "scene_summary": "Episode 112 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.832, "plot_progress": 0.639, "female_agency": 0.789, "lore_density": 0.381, "trope_misunderstanding": 0.0, "emotional_peak": 0.543}, "tags": [], "utility": 0.6421, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.12}}, {"step": 4, "scene_summary": "Episode 112 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.739, "plot_progress": 0.783, "female_agency": 0.534, "lore_density": 0.35, "trope_misunderstanding": 0.0, "emotional_peak": 0.379}, "tags": [], "utility": 0.6088, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.92}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "那个误会梗埋得太早，后面解释让我出戏。", "observed_after_steps": [3, 4]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "trope_misunderstanding", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions trope_misunderstanding, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0112_trope_misunderstanding", "target_step": 2, "target_dimension": "trope_misunderstanding", "action": "replace misunderstanding conflict with value conflict", "expected_utility_gain": 0.2692}]}
{"episode_id": "trace_0113", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 113 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.616, "female_agency": 0.861, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.354}, "tags": [], "utility": 0.7261, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.14}}, {"step": 2, "scene_summary": "Episode 113 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.361, "plot_progress": 0.464, "female_agency": 0.839, "lore_density": 0.425, "trope_misunderstanding": 0.0, "emotional_peak": 0.812}, "tags": ["pacing"], "utility": 0.6544, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.56}}, {"step": 3, "scene_summary": "Episode 113 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.836, "plot_progress": 0.669, "female_agency": 0.849, "lore_density": 0.398, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": [], "utility": 0.722, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.99}}, {"step": 4, "scene_summary": "Episode 113 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.198, "plot_progress": 0.181, "female_agency": 0.851, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.423}, "tags": ["pacing"], "utility": 0.5069, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.25}}, {"step": 5, "scene_summary": "Episode 113 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.46, "female_agency": 0.882, "lore_density": 0.538, "trope_misunderstanding": 0.0, "emotional_peak": 0.782}, "tags": [], "utility": 0.7115, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.61}}, {"step": 6, "scene_summary": "Episode 113 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.766, "plot_progress": 0.667, "female_agency": 0.688, "lore_density": 0.543, "trope_misunderstanding": 0.0, "emotional_peak": 0.733}, "tags": [], "utility": 0.6537, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.53}}], "trajectory": [{"step": 1, "scene_summary": "Episode 113 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.616, "female_agency": 0.861, "lore_density": 0.294, "trope_misunderstanding": 0.0, "emotional_peak": 0.354}, "tags": [], "utility": 0.7261, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.14}}, {"step": 2, "scene_summary": "Episode 113 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.361, "plot_progress": 0.464, "female_agency": 0.839, "lore_density": 0.425, "trope_misunderstanding": 0.0, "emotional_peak": 0.812}, "tags": ["pacing"], "utility": 0.6544, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.56}}, {"step": 3, "scene_summary": "Episode 113 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.836, "plot_progress": 0.669, "female_agency": 0.849, "lore_density": 0.398, "trope_misunderstanding": 0.0, "emotional_peak": 0.45}, "tags": [], "utility": 0.722, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.99}}, {"step": 4, "scene_summary": "Episode 113 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.198, "plot_progress": 0.181, "female_agency": 0.851, "lore_density": 0.532, "trope_misunderstanding": 0.0, "emotional_peak": 0.423}, "tags": ["pacing"], "utility": 0.5069, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.25}}, {"step": 5, "scene_summary": "Episode 113 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.711, "plot_progress": 0.46, "female_agency": 0.882, "lore_density": 0.538, "trope_misunderstanding": 0.0, "emotional_peak": 0.782}, "tags": [], "utility": 0.7115, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.61}}, {"step": 6, "scene_summary": "Episode 113 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.766, "plot_progress": 0.667, "female_agency": 0.688, "lore_density": 0.543, "trope_misunderstanding": 0.0, "emotional_peak": 0.733}, "tags": [], "utility": 0.6537, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.53}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [5, 6]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0113_pacing", "target_step": 4, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.245}]}
{"episode_id": "trace_0114", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 114 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.591, "plot_progress": 0.743, "female_agency": 0.811, "lore_density": 0.66, "trope_misunderstanding": 0.0, "emotional_peak": 0.514}, "tags": [], "utility": 0.6951, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.03}}, {"step": 2, "scene_summary": "Episode 114 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.451, "plot_progress": 0.556, "female_agency": 0.691, "lore_density": 0.703, "trope_misunderstanding": 0.0, "emotional_peak": 0.88}, "tags": ["trope_misunderstanding", "lore_density"], "utility": 0.601, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.64}}, {"step": 3, "scene_summary": "Episode 114 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.478, "plot_progress": 0.845, "female_agency": 0.473, "lore_density": 0.845, "trope_misunderstanding": 0.0, "emotional_peak": 0.69}, "tags": ["lore_density"], "utility": 0.5266, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.96}}, {"step": 4, "scene_summary": "Episode 114 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.546, "female_agency": 0.88, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.808}, "tags": [], "utility": 0.6166, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.2}}, {"step": 5, "scene_summary": "Episode 114 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.638, "plot_progress": 0.787, "female_agency": 0.783, "lore_density": 0.697, "trope_misunderstanding": 0.0, "emotional_peak": 0.784}, "tags": [], "utility": 0.7828, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.18}}], "trajectory": [{"step": 1, "scene_summary": "Episode 114 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.591, "plot_progress": 0.743, "female_agency": 0.811, "lore_density": 0.66, "trope_misunderstanding": 0.0, "emotional_peak": 0.514}, "tags": [], "utility": 0.6951, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 31.03}}, {"step": 2, "scene_summary": "Episode 114 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.451, "plot_progress": 0.556, "female_agency": 0.691, "lore_density": 0.703, "trope_misunderstanding": 0.0, "emotional_peak": 0.88}, "tags": ["trope_misunderstanding", "lore_density"], "utility": 0.601, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.64}}, {"step": 3, "scene_summary": "Episode 114 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.478, "plot_progress": 0.845, "female_agency": 0.473, "lore_density": 0.845, "trope_misunderstanding": 0.0, "emotional_peak": 0.69}, "tags": ["lore_density"], "utility": 0.5266, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 24.96}}, {"step": 4, "scene_summary": "Episode 114 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.563, "plot_progress": 0.546, "female_agency": 0.88, "lore_density": 0.327, "trope_misunderstanding": 0.0, "emotional_peak": 0.808}, "tags": [], "utility": 0.6166, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.2}}, {"step": 5, "scene_summary": "Episode 114 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.638, "plot_progress": 0.787, "female_agency": 0.783, "lore_density": 0.697, "trope_misunderstanding": 0.0, "emotional_peak": 0.784}, "tags": [], "utility": 0.7828, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.18}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [4, 5]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0114_lore_density", "target_step": 3, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.2095}]}
{"episode_id": "trace_0115", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 115 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.804, "plot_progress": 0.867, "female_agency": 0.763, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.847}, "tags": [], "utility": 0.7831, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.19}}, {"step": 2, "scene_summary": "Episode 115 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.53, "female_agency": 0.719, "lore_density": 0.277, "trope_misunderstanding": 0.0, "emotional_peak": 0.603}, "tags": [], "utility": 0.5963, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.47}}, {"step": 3, "scene_summary": "Episode 115 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.634, "plot_progress": 0.739, 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33.35}}, {"step": 6, "scene_summary": "Episode 115 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.596, "plot_progress": 0.62, "female_agency": 0.788, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.624}, "tags": [], "utility": 0.7664, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.59}}], "trajectory": [{"step": 1, "scene_summary": "Episode 115 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.804, "plot_progress": 0.867, "female_agency": 0.763, "lore_density": 0.675, "trope_misunderstanding": 0.0, "emotional_peak": 0.847}, "tags": [], "utility": 0.7831, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.19}}, {"step": 2, "scene_summary": "Episode 115 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.585, "plot_progress": 0.53, "female_agency": 0.719, "lore_density": 0.277, "trope_misunderstanding": 0.0, "emotional_peak": 0.603}, "tags": [], "utility": 0.5963, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.47}}, {"step": 3, "scene_summary": "Episode 115 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.634, "plot_progress": 0.739, "female_agency": 0.718, "lore_density": 0.285, "trope_misunderstanding": 0.0, "emotional_peak": 0.792}, "tags": [], "utility": 0.6199, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 28.32}}, {"step": 4, "scene_summary": "Episode 115 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.827, "plot_progress": 0.514, "female_agency": 0.761, "lore_density": 0.79, "trope_misunderstanding": 0.0, "emotional_peak": 0.637}, "tags": ["lore_density"], "utility": 0.4833, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.4}}, {"step": 5, "scene_summary": "Episode 115 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.655, "plot_progress": 0.762, "female_agency": 0.704, "lore_density": 0.445, "trope_misunderstanding": 0.0, "emotional_peak": 0.776}, "tags": [], "utility": 0.7598, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.35}}, {"step": 6, "scene_summary": "Episode 115 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.596, "plot_progress": 0.62, "female_agency": 0.788, "lore_density": 0.413, "trope_misunderstanding": 0.0, "emotional_peak": 0.624}, "tags": [], "utility": 0.7664, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.59}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [5, 6]}, "gold_credit_assignment": {"culprit_step": 4, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 4."}, "counterfactual_repairs": [{"repair_id": "repair_0115_lore_density", "target_step": 4, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.171}]}
{"episode_id": "trace_0116", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 116 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.702, "plot_progress": 0.795, "female_agency": 0.892, "lore_density": 0.684, "trope_misunderstanding": 0.0, "emotional_peak": 0.564}, "tags": ["female_agency", "lore_density"], "utility": 0.7401, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.65}}, {"step": 2, "scene_summary": "Episode 116 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.579, "plot_progress": 0.721, "female_agency": 0.659, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.403}, "tags": ["trope_misunderstanding"], "utility": 0.5725, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.61}}, {"step": 3, "scene_summary": "Episode 116 turn 3: serialized novel scene candidate.", 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{"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.11}}, {"step": 6, "scene_summary": "Episode 116 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.72, "plot_progress": 0.589, "female_agency": 0.796, "lore_density": 0.494, "trope_misunderstanding": 0.0, "emotional_peak": 0.528}, "tags": ["pacing"], "utility": 0.7651, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.54}}], "trajectory": [{"step": 1, "scene_summary": "Episode 116 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.702, "plot_progress": 0.795, "female_agency": 0.892, "lore_density": 0.684, "trope_misunderstanding": 0.0, "emotional_peak": 0.564}, "tags": ["female_agency", "lore_density"], "utility": 0.7401, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.65}}, {"step": 2, "scene_summary": "Episode 116 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.579, "plot_progress": 0.721, "female_agency": 0.659, "lore_density": 0.308, "trope_misunderstanding": 0.0, "emotional_peak": 0.403}, "tags": ["trope_misunderstanding"], "utility": 0.5725, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.61}}, {"step": 3, "scene_summary": "Episode 116 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.633, "plot_progress": 0.474, "female_agency": 0.561, "lore_density": 0.816, "trope_misunderstanding": 0.0, "emotional_peak": 0.477}, "tags": ["lore_density"], "utility": 0.5345, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.24}}, {"step": 4, "scene_summary": "Episode 116 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.738, "plot_progress": 0.633, "female_agency": 0.635, "lore_density": 0.487, "trope_misunderstanding": 0.0, "emotional_peak": 0.592}, "tags": [], "utility": 0.7612, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.4}}, {"step": 5, "scene_summary": "Episode 116 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.51, "plot_progress": 0.845, "female_agency": 0.677, "lore_density": 0.592, "trope_misunderstanding": 0.0, "emotional_peak": 0.615}, "tags": [], "utility": 0.5864, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.11}}, {"step": 6, "scene_summary": "Episode 116 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.72, "plot_progress": 0.589, "female_agency": 0.796, "lore_density": 0.494, "trope_misunderstanding": 0.0, "emotional_peak": 0.528}, "tags": ["pacing"], "utility": 0.7651, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.54}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0116_lore_density", "target_step": 3, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1877}]}
{"episode_id": "trace_0117", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 117 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.56, "plot_progress": 0.69, "female_agency": 0.89, "lore_density": 0.433, "trope_misunderstanding": 0.0, "emotional_peak": 0.578}, "tags": [], "utility": 0.626, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.54}}, {"step": 2, "scene_summary": "Episode 117 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.734, "female_agency": 0.592, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.729}, "tags": [], "utility": 0.6775, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.39}}, {"step": 3, "scene_summary": "Episode 117 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.171, "plot_progress": 0.202, "female_agency": 0.517, "lore_density": 0.498, "trope_misunderstanding": 0.0, "emotional_peak": 0.676}, "tags": ["pacing"], "utility": 0.5572, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.06}}, {"step": 4, "scene_summary": "Episode 117 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.513, "plot_progress": 0.567, "female_agency": 0.859, "lore_density": 0.608, "trope_misunderstanding": 0.0, "emotional_peak": 0.627}, "tags": [], "utility": 0.7699, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.72}}, {"step": 5, "scene_summary": "Episode 117 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.709, "plot_progress": 0.504, "female_agency": 0.772, "lore_density": 0.382, "trope_misunderstanding": 0.0, "emotional_peak": 0.582}, "tags": ["lore_density"], "utility": 0.6549, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.57}}], "trajectory": [{"step": 1, "scene_summary": "Episode 117 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.56, "plot_progress": 0.69, "female_agency": 0.89, "lore_density": 0.433, "trope_misunderstanding": 0.0, "emotional_peak": 0.578}, "tags": [], "utility": 0.626, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 28.54}}, {"step": 2, "scene_summary": "Episode 117 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.729, "plot_progress": 0.734, "female_agency": 0.592, "lore_density": 0.472, "trope_misunderstanding": 0.0, "emotional_peak": 0.729}, "tags": [], "utility": 0.6775, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.39}}, {"step": 3, "scene_summary": "Episode 117 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.171, "plot_progress": 0.202, "female_agency": 0.517, "lore_density": 0.498, "trope_misunderstanding": 0.0, "emotional_peak": 0.676}, "tags": ["pacing"], "utility": 0.5572, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 26.06}}, {"step": 4, "scene_summary": "Episode 117 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.513, "plot_progress": 0.567, "female_agency": 0.859, "lore_density": 0.608, "trope_misunderstanding": 0.0, "emotional_peak": 0.627}, "tags": [], "utility": 0.7699, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 33.72}}, {"step": 5, "scene_summary": "Episode 117 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.709, "plot_progress": 0.504, "female_agency": 0.772, "lore_density": 0.382, "trope_misunderstanding": 0.0, "emotional_peak": 0.582}, "tags": ["lore_density"], "utility": 0.6549, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 29.57}}], "delayed_feedback": {"turn": 5, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [4, 5]}, "gold_credit_assignment": {"culprit_step": 3, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 3."}, "counterfactual_repairs": [{"repair_id": "repair_0117_pacing", "target_step": 3, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.224}]}
{"episode_id": "trace_0118", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 118 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.552, "plot_progress": 0.765, "female_agency": 0.553, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.573}, "tags": [], "utility": 0.5903, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.25}}, {"step": 2, "scene_summary": "Episode 118 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.298, "plot_progress": 0.106, "female_agency": 0.535, "lore_density": 0.459, "trope_misunderstanding": 0.0, "emotional_peak": 0.847}, "tags": ["pacing"], "utility": 0.436, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.7}}, {"step": 3, "scene_summary": "Episode 118 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.479, "plot_progress": 0.786, "female_agency": 0.505, "lore_density": 0.695, "trope_misunderstanding": 0.0, "emotional_peak": 0.711}, "tags": [], "utility": 0.8458, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.45}}, {"step": 4, "scene_summary": "Episode 118 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.832, "plot_progress": 0.506, "female_agency": 0.503, "lore_density": 0.68, "trope_misunderstanding": 0.0, "emotional_peak": 0.763}, "tags": [], "utility": 0.8543, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.75}}, {"step": 5, "scene_summary": "Episode 118 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.552, "plot_progress": 0.701, "female_agency": 0.76, "lore_density": 0.57, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.694, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.99}}, {"step": 6, "scene_summary": "Episode 118 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.583, "plot_progress": 0.571, "female_agency": 0.635, "lore_density": 0.484, "trope_misunderstanding": 0.0, "emotional_peak": 0.843}, "tags": ["trope_misunderstanding"], "utility": 0.5452, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.63}}], "trajectory": [{"step": 1, "scene_summary": "Episode 118 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.552, "plot_progress": 0.765, "female_agency": 0.553, "lore_density": 0.255, "trope_misunderstanding": 0.0, "emotional_peak": 0.573}, "tags": [], "utility": 0.5903, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 27.25}}, {"step": 2, "scene_summary": "Episode 118 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.298, "plot_progress": 0.106, "female_agency": 0.535, "lore_density": 0.459, "trope_misunderstanding": 0.0, "emotional_peak": 0.847}, "tags": ["pacing"], "utility": 0.436, "implicit_feedback": {"fast_swipe": true, "continue_next": false, "dwell_time_sec": 21.7}}, {"step": 3, "scene_summary": "Episode 118 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.479, "plot_progress": 0.786, "female_agency": 0.505, "lore_density": 0.695, "trope_misunderstanding": 0.0, "emotional_peak": 0.711}, "tags": [], "utility": 0.8458, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.45}}, {"step": 4, "scene_summary": "Episode 118 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.832, "plot_progress": 0.506, "female_agency": 0.503, "lore_density": 0.68, "trope_misunderstanding": 0.0, "emotional_peak": 0.763}, "tags": [], "utility": 0.8543, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 36.75}}, {"step": 5, "scene_summary": "Episode 118 turn 5: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.552, "plot_progress": 0.701, "female_agency": 0.76, "lore_density": 0.57, "trope_misunderstanding": 0.0, "emotional_peak": 0.785}, "tags": [], "utility": 0.694, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 30.99}}, {"step": 6, "scene_summary": "Episode 118 turn 6: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.583, "plot_progress": 0.571, "female_agency": 0.635, "lore_density": 0.484, "trope_misunderstanding": 0.0, "emotional_peak": 0.843}, "tags": ["trope_misunderstanding"], "utility": 0.5452, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 25.63}}], "delayed_feedback": {"turn": 6, "sentiment": "negative", "comment": "读到后面才发现前面铺垫太拖，剧情推进慢了。", "observed_after_steps": [3, 4, 5, 6]}, "gold_credit_assignment": {"culprit_step": 2, "culprit_dimension": "pacing", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions pacing, first introduced at step 2."}, "counterfactual_repairs": [{"repair_id": "repair_0118_pacing", "target_step": 2, "target_dimension": "pacing", "action": "rewrite step with an irreversible plot beat and less setup", "expected_utility_gain": 0.2363}]}
{"episode_id": "trace_0119", "domain": "interactive_novel_long_horizon", "turns": [{"step": 1, "scene_summary": "Episode 119 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.727, "female_agency": 0.893, "lore_density": 0.936, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": ["lore_density"], "utility": 0.4966, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.88}}, {"step": 2, "scene_summary": "Episode 119 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.714, "plot_progress": 0.765, "female_agency": 0.602, "lore_density": 0.451, "trope_misunderstanding": 0.0, "emotional_peak": 0.383}, "tags": [], "utility": 0.7343, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.43}}, {"step": 3, "scene_summary": "Episode 119 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.708, "plot_progress": 0.628, "female_agency": 0.88, "lore_density": 0.599, "trope_misunderstanding": 0.0, "emotional_peak": 0.662}, "tags": [], "utility": 0.7846, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.25}}, {"step": 4, "scene_summary": "Episode 119 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.522, "plot_progress": 0.788, "female_agency": 0.675, "lore_density": 0.525, "trope_misunderstanding": 0.0, "emotional_peak": 0.672}, "tags": [], "utility": 0.8017, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.86}}], "trajectory": [{"step": 1, "scene_summary": "Episode 119 turn 1: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.605, "plot_progress": 0.727, "female_agency": 0.893, "lore_density": 0.936, "trope_misunderstanding": 0.0, "emotional_peak": 0.506}, "tags": ["lore_density"], "utility": 0.4966, "implicit_feedback": {"fast_swipe": false, "continue_next": false, "dwell_time_sec": 23.88}}, {"step": 2, "scene_summary": "Episode 119 turn 2: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.714, "plot_progress": 0.765, "female_agency": 0.602, "lore_density": 0.451, "trope_misunderstanding": 0.0, "emotional_peak": 0.383}, "tags": [], "utility": 0.7343, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 32.43}}, {"step": 3, "scene_summary": "Episode 119 turn 3: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.708, "plot_progress": 0.628, "female_agency": 0.88, "lore_density": 0.599, "trope_misunderstanding": 0.0, "emotional_peak": 0.662}, "tags": [], "utility": 0.7846, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.25}}, {"step": 4, "scene_summary": "Episode 119 turn 4: serialized novel scene candidate.", "content_features": {"pacing_speed": 0.522, "plot_progress": 0.788, "female_agency": 0.675, "lore_density": 0.525, "trope_misunderstanding": 0.0, "emotional_peak": 0.672}, "tags": [], "utility": 0.8017, "implicit_feedback": {"fast_swipe": false, "continue_next": true, "dwell_time_sec": 34.86}}], "delayed_feedback": {"turn": 4, "sentiment": "negative", "comment": "前面设定解释太密，后面节奏被拖住了。", "observed_after_steps": [2, 3, 4]}, "gold_credit_assignment": {"culprit_step": 1, "culprit_dimension": "lore_density", "culprit_type": "content_state_update_miss", "confidence": 0.92, "rationale": "The delayed feedback mentions lore_density, first introduced at step 1."}, "counterfactual_repairs": [{"repair_id": "repair_0119_lore_density", "target_step": 1, "target_dimension": "lore_density", "action": "move nonessential lore into later reveal and keep current action beat", "expected_utility_gain": 0.1842}]}