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"relationship_type": "SUPPORT", "relationship_strength": 43.270000000000003, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": true, "support_samples": 14, "reason": "SUPPORT | similarity 0% | cohesion 96.8" }, { "edge_id": "E025", "source": "CL010", "target": "CL009", "relationship_type": "SUPPORT", "relationship_strength": 43.149999999999999, "token_similarity": 16.670000000000002, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 7, "reason": "SUPPORT | similarity 16.7% | cohesion 89.2" }, { "edge_id": "E006", "source": "CL004", "target": "CL002", "relationship_type": "SUPPORT", "relationship_strength": 42.689999999999998, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 90, "reason": "SUPPORT | similarity 0% | cohesion 75.3" }, { "edge_id": "E026", "source": "CL010", "target": "CL007", "relationship_type": "SUPPORT", "relationship_strength": 41.829999999999998, "token_similarity": 14.289999999999999, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 7, "reason": "SUPPORT | similarity 14.3% | cohesion 87.7" }, { "edge_id": "E012", "source": "CL002", "target": "CL003", "relationship_type": "SUPPORT", "relationship_strength": 41.509999999999998, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 72, "reason": "SUPPORT | similarity 0% | cohesion 71.7" }, { "edge_id": "E004", "source": "CL001", "target": "CL003", "relationship_type": "SUPPORT", "relationship_strength": 39.729999999999997, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 18, "reason": "SUPPORT | similarity 0% | cohesion 91.3" }, { "edge_id": "E022", "source": "CL003", "target": "CL007", "relationship_type": "SUPPORT", "relationship_strength": 38.829999999999998, "token_similarity": 16.670000000000002, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 16.7% | cohesion 82.1" }, { "edge_id": "E027", "source": "CL010", "target": "CL005", "relationship_type": "SUPPORT", "relationship_strength": 35.109999999999999, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 7, "reason": "SUPPORT | similarity 0% | cohesion 84.1" }, { "edge_id": "E028", "source": "CL010", "target": "CL006", "relationship_type": "SUPPORT", "relationship_strength": 33.329999999999998, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 7, "reason": "SUPPORT | similarity 0% | cohesion 82.3" }, { "edge_id": "E010", "source": "CL004", "target": "CL007", "relationship_type": "SUPPORT", "relationship_strength": 32.939999999999998, "token_similarity": 16.670000000000002, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 29, "reason": "SUPPORT | similarity 16.7% | cohesion 85.7" }, { "edge_id": "E016", "source": "CL008", "target": "CL009", "relationship_type": "SUPPORT", "relationship_strength": 32.659999999999997, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 0% | cohesion 90.9" }, { "edge_id": "E017", "source": "CL008", "target": "CL007", "relationship_type": "SUPPORT", "relationship_strength": 32.340000000000003, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 0% | cohesion 89.4" }, { "edge_id": "E021", "source": "CL003", "target": "CL009", "relationship_type": "SUPPORT", "relationship_strength": 32.140000000000001, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 0% | cohesion 83.7" }, { "edge_id": "E018", "source": "CL008", "target": "CL005", "relationship_type": "SUPPORT", "relationship_strength": 31.620000000000001, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 0% | cohesion 85.8" }, { "edge_id": "E023", "source": "CL003", "target": "CL005", "relationship_type": "SUPPORT", "relationship_strength": 31.100000000000001, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 0% | cohesion 78.6" }, { "edge_id": "E019", "source": "CL008", "target": "CL006", "relationship_type": "SUPPORT", "relationship_strength": 29.84, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 0% | cohesion 84" }, { "edge_id": "E024", "source": "CL003", "target": "CL006", "relationship_type": "SUPPORT", "relationship_strength": 29.329999999999998, "token_similarity": 0, "direction": "STRONG_TO_WEAK", "same_memory_type": false, "support_samples": 11, "reason": "SUPPORT | similarity 0% | cohesion 76.8" } ], "relationship_graph_node_metrics": [ { "node_id": "CL004", "degree": 6, "weighted_degree": 295.79000000000002, "centrality_score": 70.560000000000002, "bridge_score": 100, "risk_score": 0, "node_role": "BRIDGE" }, { "node_id": "CL009", "degree": 6, "weighted_degree": 262.42000000000002, "centrality_score": 67.120000000000005, "bridge_score": 96, "risk_score": 18, "node_role": "BRIDGE" }, { "node_id": "CL008", "degree": 9, "weighted_degree": 390.56, "centrality_score": 66.909999999999997, "bridge_score": 100, "risk_score": 0, "node_role": "BRIDGE" }, { "node_id": "CL010", "degree": 9, "weighted_degree": 388.66000000000003, "centrality_score": 66.769999999999996, "bridge_score": 100, "risk_score": 0, "node_role": "BRIDGE" }, { "node_id": "CL003", "degree": 9, "weighted_degree": 386.47000000000003, "centrality_score": 66.620000000000005, "bridge_score": 100, "risk_score": 0, "node_role": "BRIDGE" }, { "node_id": "CL007", "degree": 7, "weighted_degree": 300.17000000000002, "centrality_score": 66.590000000000003, "bridge_score": 100, "risk_score": 18, "node_role": "BRIDGE" }, { "node_id": "CL005", "degree": 6, "weighted_degree": 251.06, "centrality_score": 65.939999999999998, "bridge_score": 96, "risk_score": 18, "node_role": "BRIDGE" }, { "node_id": "CL006", "degree": 6, "weighted_degree": 242.16999999999999, "centrality_score": 65.019999999999996, "bridge_score": 96, "risk_score": 18, "node_role": "BRIDGE" }, { "node_id": "CL001", "degree": 5, "weighted_degree": 235.11000000000001, "centrality_score": 64.150000000000006, "bridge_score": 69, "risk_score": 0, "node_role": "BRIDGE" }, { "node_id": "CL002", "degree": 5, "weighted_degree": 226.00999999999999, "centrality_score": 63.030000000000001, "bridge_score": 69, "risk_score": 0, "node_role": "BRIDGE" } ], "experience_summary": { "experience_count": 10, "average_experience_score": 68.579999999999998, "trust_count": 0, "avoid_count": 3, "caution_count": 0, "remember_count": 7, "observe_count": 0, "top_experience": "EXP-CL004" }, "chairman_experiences": [ { "experience_id": "EXP-CL004", "cluster_id": "CL004", "cluster_label": "PATTERN · SKIP+CAUTION+WATCH", "experience_score": 79.900000000000006, "experience_confidence": 88.859999999999999, "verdict": "REMEMBER", "dominant_sentiment": "NEUTRAL", "graph_role": "BRIDGE", "centrality_score": 70.560000000000002, "graph_risk_score": 0, "sample_size": 27, "lesson": "Cluster CL004 NEUTRAL memory; strength 65.3, cohesion 89.7, conflict 0%. Keep as advisory experience until more samples arrive.", "representative_pattern": "PATTERN|D|SKIP|LOW|CAUTION" }, { "experience_id": "EXP-CL001", "cluster_id": "CL001", "cluster_label": "DISCOVERY · CAL+CAUTION", "experience_score": 77.340000000000003, "experience_confidence": 82.230000000000004, "verdict": "REMEMBER", "dominant_sentiment": "NEUTRAL", "graph_role": "BRIDGE", "centrality_score": 64.150000000000006, "graph_risk_score": 0, "sample_size": 9, "lesson": "Cluster CL001 NEUTRAL memory; strength 67.4, cohesion 100, conflict 0%. Keep as advisory experience until more samples arrive.", "representative_pattern": "DISCOVERY|CAL=CAUTION" }, { "experience_id": "EXP-CL002", "cluster_id": "CL002", "cluster_label": "DISCOVERY · REL_MID", "experience_score": 75.510000000000005, "experience_confidence": 85.730000000000004, "verdict": "REMEMBER", "dominant_sentiment": "NEUTRAL", "graph_role": "BRIDGE", "centrality_score": 63.030000000000001, "graph_risk_score": 0, "sample_size": 63, "lesson": "Cluster CL002 NEUTRAL memory; strength 61.8, cohesion 60.9, conflict 0%. Keep as advisory experience until more samples arrive.", "representative_pattern": "DISCOVERY|REL_MID" }, { "experience_id": "EXP-CL008", "cluster_id": "CL008", "cluster_label": "DISCOVERY · WATCH", "experience_score": 74.060000000000002, "experience_confidence": 81.739999999999995, "verdict": "REMEMBER", "dominant_sentiment": "NEUTRAL", "graph_role": "BRIDGE", "centrality_score": 66.909999999999997, "graph_risk_score": 0, "sample_size": 9, "lesson": "Cluster CL008 NEUTRAL memory; strength 58, cohesion 97, conflict 0%. Keep as advisory experience until more samples arrive.", "representative_pattern": "DISCOVERY|ACTION=WATCH" }, { "experience_id": "EXP-CL003", "cluster_id": "CL003", "cluster_label": "DNA · SKIP+STAR+WATCH", "experience_score": 70.930000000000007, "experience_confidence": 77.359999999999999, "verdict": "REMEMBER", "dominant_sentiment": "NEUTRAL", "graph_role": "BRIDGE", "centrality_score": 66.620000000000005, "graph_risk_score": 0, "sample_size": 9, "lesson": "Cluster CL003 NEUTRAL memory; strength 57.3, cohesion 82.5, conflict 0%. Keep as advisory experience until more samples arrive.", "representative_pattern": "DNA|TIER=D|ACTION=SKIP|RISK=LOW|SCORE_MID|CONS_LOW|REL_MID|STAR_LOW" }, { "experience_id": "EXP-CL010", "cluster_id": "CL010", "cluster_label": "DISCOVERY · ACTIVE+SIGNAL+CONFIRMED", "experience_score": 69.629999999999995, "experience_confidence": 76.349999999999994, "verdict": "REMEMBER", "dominant_sentiment": "NEUTRAL", "graph_role": "BRIDGE", "centrality_score": 66.769999999999996, "graph_risk_score": 0, "sample_size": 5, "lesson": "Cluster CL010 NEUTRAL memory; strength 53.3, cohesion 93.6, conflict 0%. Keep as advisory experience until more samples arrive.", "representative_pattern": "DISCOVERY|ERROR=ACTIVE_SIGNAL_CONFIRMED" }, { "experience_id": "EXP-CL009", "cluster_id": "CL009", "cluster_label": "ERROR · RELIABLE+SIGNAL+UNDERWEIGHTED", "experience_score": 61.310000000000002, "experience_confidence": 67.879999999999995, "verdict": "AVOID", "dominant_sentiment": "NEGATIVE", "graph_role": "BRIDGE", "centrality_score": 67.120000000000005, "graph_risk_score": 18, "sample_size": 2, "lesson": "Cluster CL009 NEGATIVE memory; strength 46.6, cohesion 84.9, conflict 0%. Negative historical evidence should act as a protective guard.", "representative_pattern": "ERROR|RELIABLE_SIGNAL_UNDERWEIGHTED" }, { "experience_id": "EXP-CL007", "cluster_id": "CL007", "cluster_label": "ERROR · SKIP+THRESHOLD+TOO", "experience_score": 60.590000000000003, "experience_confidence": 66.870000000000005, "verdict": "AVOID", "dominant_sentiment": "NEGATIVE", "graph_role": "BRIDGE", "centrality_score": 66.590000000000003, "graph_risk_score": 18, "sample_size": 2, "lesson": "Cluster CL007 NEGATIVE memory; strength 46.5, cohesion 81.8, conflict 0%. Negative historical evidence should act as a protective guard.", "representative_pattern": "ERROR|SKIP_THRESHOLD_TOO_STRICT" }, { "experience_id": "EXP-CL005", "cluster_id": "CL005", "cluster_label": "ERROR · OVER+PENALTY", "experience_score": 58.990000000000002, "experience_confidence": 64.629999999999995, "verdict": "AVOID", "dominant_sentiment": "NEGATIVE", "graph_role": "BRIDGE", "centrality_score": 65.939999999999998, "graph_risk_score": 18, "sample_size": 2, "lesson": "Cluster CL005 NEGATIVE memory; strength 46.2, cohesion 74.6, conflict 0%. Negative historical evidence should act as a protective guard.", "representative_pattern": "ERROR|RISK_OVER_PENALTY" }, { "experience_id": "EXP-CL006", "cluster_id": "CL006", "cluster_label": "ERROR · OVERCONFIDENCE", "experience_score": 57.549999999999997, "experience_confidence": 63.420000000000002, "verdict": "REMEMBER", "dominant_sentiment": "NEGATIVE", "graph_role": "BRIDGE", "centrality_score": 65.019999999999996, "graph_risk_score": 18, "sample_size": 2, "lesson": "Cluster CL006 NEGATIVE memory; strength 44.3, cohesion 71, conflict 0%. Keep as advisory experience until more samples arrive.", "representative_pattern": "ERROR|SCORE_OVERCONFIDENCE" } ], "context_awareness_summary": { "context_count": 10, "support_count": 0, "block_count": 3, "reduce_count": 2, "monitor_count": 5, "top_context": "CTX|NEUTRAL|STRONG|LOW|MATURE|BRIDGE" }, "context_profiles": [ { "context_key": "CTX|NEUTRAL|STRONG|LOW|MATURE|BRIDGE", "experience_id": "EXP-CL004", "cluster_id": "CL004", "context_fit_score": 89.689999999999998, "context_action": "MONITOR", "sentiment": "NEUTRAL", "strength_band": "STRONG", "risk_band": "LOW", "sample_band": "MATURE", "graph_role": "BRIDGE", "context_reason": "Verdict REMEMBER under STRONG strength / LOW risk / MATURE sample context." }, { "context_key": "CTX|NEUTRAL|STRONG|LOW|MATURE|BRIDGE", "experience_id": "EXP-CL002", "cluster_id": "CL002", "context_fit_score": 87.150000000000006, "context_action": "MONITOR", "sentiment": "NEUTRAL", "strength_band": "STRONG", "risk_band": "LOW", "sample_band": "MATURE", "graph_role": "BRIDGE", "context_reason": "Verdict REMEMBER under STRONG strength / LOW risk / MATURE sample context." }, { "context_key": "CTX|NEUTRAL|STRONG|LOW|DEVELOPING|BRIDGE", "experience_id": "EXP-CL001", "cluster_id": "CL001", "context_fit_score": 80.189999999999998, "context_action": "MONITOR", "sentiment": "NEUTRAL", "strength_band": "STRONG", "risk_band": "LOW", "sample_band": "DEVELOPING", "graph_role": "BRIDGE", "context_reason": "Verdict REMEMBER under STRONG strength / LOW risk / DEVELOPING sample context." }, { "context_key": "CTX|NEUTRAL|STRONG|LOW|DEVELOPING|BRIDGE", "experience_id": "EXP-CL008", "cluster_id": "CL008", "context_fit_score": 79.069999999999993, "context_action": "MONITOR", "sentiment": "NEUTRAL", "strength_band": "STRONG", "risk_band": "LOW", "sample_band": "DEVELOPING", "graph_role": "BRIDGE", "context_reason": "Verdict REMEMBER under STRONG strength / LOW risk / DEVELOPING sample context." }, { "context_key": "CTX|NEUTRAL|STRONG|LOW|DEVELOPING|BRIDGE", "experience_id": "EXP-CL003", "cluster_id": "CL003", "context_fit_score": 76.349999999999994, "context_action": "MONITOR", "sentiment": "NEUTRAL", "strength_band": "STRONG", "risk_band": "LOW", "sample_band": "DEVELOPING", "graph_role": "BRIDGE", "context_reason": "Verdict REMEMBER under STRONG strength / LOW risk / DEVELOPING sample context." }, { "context_key": "CTX|NEUTRAL|STRONG|LOW|EARLY|BRIDGE", "experience_id": "EXP-CL010", "cluster_id": "CL010", "context_fit_score": 69.560000000000002, "context_action": "REDUCE", "sentiment": "NEUTRAL", "strength_band": "STRONG", "risk_band": "LOW", "sample_band": "EARLY", "graph_role": "BRIDGE", "context_reason": "Verdict REMEMBER under STRONG strength / LOW risk / EARLY sample context." }, { "context_key": "CTX|NEGATIVE|MID|LOW|EARLY|BRIDGE", "experience_id": "EXP-CL009", "cluster_id": "CL009", "context_fit_score": 60.439999999999998, "context_action": "BLOCK", "sentiment": "NEGATIVE", "strength_band": "MID", "risk_band": "LOW", "sample_band": "EARLY", "graph_role": "BRIDGE", "context_reason": "Verdict AVOID under MID strength / LOW risk / EARLY sample context." }, { "context_key": "CTX|NEGATIVE|MID|LOW|EARLY|BRIDGE", "experience_id": "EXP-CL007", "cluster_id": "CL007", "context_fit_score": 59.810000000000002, "context_action": "BLOCK", "sentiment": "NEGATIVE", "strength_band": "MID", "risk_band": "LOW", "sample_band": "EARLY", "graph_role": "BRIDGE", "context_reason": "Verdict AVOID under MID strength / LOW risk / EARLY sample context." }, { "context_key": "CTX|NEGATIVE|MID|LOW|EARLY|BRIDGE", "experience_id": "EXP-CL005", "cluster_id": "CL005", "context_fit_score": 58.420000000000002, "context_action": "BLOCK", "sentiment": "NEGATIVE", "strength_band": "MID", "risk_band": "LOW", "sample_band": "EARLY", "graph_role": "BRIDGE", "context_reason": "Verdict AVOID under MID strength / LOW risk / EARLY sample context." }, { "context_key": "CTX|NEGATIVE|MID|LOW|EARLY|BRIDGE", "experience_id": "EXP-CL006", "cluster_id": "CL006", "context_fit_score": 57.509999999999998, "context_action": "REDUCE", "sentiment": "NEGATIVE", "strength_band": "MID", "risk_band": "LOW", "sample_band": "EARLY", "graph_role": "BRIDGE", "context_reason": "Verdict REMEMBER under MID strength / LOW risk / EARLY sample context." } ], "pattern_evolution_summary": { "pattern_count": 36, "emerging_count": 22, "developing_count": 8, "growing_count": 5, "stable_count": 0, "declining_count": 1, "retire_candidate_count": 0, "top_evolving_pattern": "DISCOVERY|CAL=CAUTION" }, "pattern_evolution": [ { "memory_key": "DISCOVERY|CAL=CAUTION", "memory_name": "CAL=CAUTION", "cluster_id": "CL001", "evolution_state": "GROWING", "evolution_score": 64.269999999999996, "momentum_score": 67.5, "maturity_score": 33.810000000000002, "age_days": 0, "stale_days": 0, "sample_size": 9, "recommendation": "PROMOTE_CANDIDATE", "context_action": "MONITOR", "reason": "Strength 58.9 | momentum 67.5 | maturity 33.8 | conflict 0%" }, { "memory_key": "DISCOVERY|REL_MID", "memory_name": "REL_MID", "cluster_id": "CL002", "evolution_state": "GROWING", "evolution_score": 64.269999999999996, "momentum_score": 67.5, "maturity_score": 33.810000000000002, "age_days": 0, "stale_days": 0, "sample_size": 9, "recommendation": "PROMOTE_CANDIDATE", "context_action": "MONITOR", "reason": "Strength 58.9 | momentum 67.5 | maturity 33.8 | conflict 0%" }, { "memory_key": "DISCOVERY|RISK=LOW", "memory_name": "RISK=LOW", "cluster_id": "CL002", "evolution_state": "GROWING", "evolution_score": 64.269999999999996, "momentum_score": 67.5, "maturity_score": 33.810000000000002, "age_days": 0, "stale_days": 0, "sample_size": 9, "recommendation": "PROMOTE_CANDIDATE", "context_action": "MONITOR", "reason": "Strength 58.9 | momentum 67.5 | maturity 33.8 | conflict 0%" }, { "memory_key": "DISCOVERY|SCORE_MID", "memory_name": "SCORE_MID", "cluster_id": "CL002", "evolution_state": "GROWING", "evolution_score": 62.5, "momentum_score": 67.5, "maturity_score": 30.82, "age_days": 0, "stale_days": 0, "sample_size": 7, "recommendation": "PROMOTE_CANDIDATE", "context_action": "MONITOR", "reason": "Strength 55.6 | momentum 67.5 | maturity 30.8 | conflict 0%" }, { "memory_key": "DISCOVERY|SCORE_MID|RISK=LOW", "memory_name": "SCORE_MID|RISK=LOW", "cluster_id": "CL002", "evolution_state": "GROWING", "evolution_score": 62.5, "momentum_score": 67.5, "maturity_score": 30.82, "age_days": 0, "stale_days": 0, "sample_size": 7, "recommendation": "PROMOTE_CANDIDATE", "context_action": "MONITOR", "reason": "Strength 55.6 | momentum 67.5 | maturity 30.8 | conflict 0%" }, { "memory_key": "DISCOVERY|ACTION=SKIP", "memory_name": "ACTION=SKIP", "cluster_id": "CL004", "evolution_state": "DEVELOPING", "evolution_score": 60.289999999999999, "momentum_score": 67.5, "maturity_score": 29.030000000000001, "age_days": 0, "stale_days": 0, "sample_size": 6, "recommendation": "WATCH", "context_action": 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"fusion_confidence": 66.030000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DNA|TIER=D|ACTION=SKIP|RISK=LOW|SCORE_MID|CONS_LOW|REL_MID|STAR_LOW", "memory_name": "TIER=D|ACTION=SKIP|RISK=LOW|SCORE_MID|CONS_LOW|REL_MID|STAR_LOW", "memory_type": "DNA", "fused_memory_score": 53.799999999999997, "fusion_confidence": 66.030000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "PATTERN|C|WATCH|LOW|CAUTION", "memory_name": "C|WATCH|LOW|CAUTION", "memory_type": "PATTERN", "fused_memory_score": 49.079999999999998, "fusion_confidence": 66.030000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DISCOVERY|ERROR=ACTIVE_SIGNAL_CONFIRMED", "memory_name": "ERROR=ACTIVE_SIGNAL_CONFIRMED", "memory_type": "DISCOVERY", "fused_memory_score": 42.869999999999997, "fusion_confidence": 64.989999999999995, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DISCOVERY|SCORE_LOW", "memory_name": "SCORE_LOW", "memory_type": "DISCOVERY", "fused_memory_score": 37.369999999999997, "fusion_confidence": 64.989999999999995, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DISCOVERY|SCORE_LOW|RISK=LOW", "memory_name": "SCORE_LOW|RISK=LOW", "memory_type": "DISCOVERY", "fused_memory_score": 37.369999999999997, "fusion_confidence": 64.989999999999995, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DNA|TIER=C|ACTION=WATCH|RISK=LOW|SCORE_MID|CONS_MID|REL_MID|STAR_LOW", "memory_name": "TIER=C|ACTION=WATCH|RISK=LOW|SCORE_MID|CONS_MID|REL_MID|STAR_LOW", "memory_type": "DNA", "fused_memory_score": 50.420000000000002, "fusion_confidence": 64.989999999999995, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DNA|TIER=D|ACTION=SKIP|RISK=LOW|SCORE_LOW|CONS_MID|REL_MID|STAR_LOW", "memory_name": "TIER=D|ACTION=SKIP|RISK=LOW|SCORE_LOW|CONS_MID|REL_MID|STAR_LOW", "memory_type": "DNA", "fused_memory_score": 43.32, "fusion_confidence": 64.989999999999995, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DISCOVERY|ERROR=RELIABLE_SIGNAL_UNDERWEIGHTED", "memory_name": "ERROR=RELIABLE_SIGNAL_UNDERWEIGHTED", "memory_type": "DISCOVERY", "fused_memory_score": 34.689999999999998, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DISCOVERY|ERROR=RISK_OVER_PENALTY", "memory_name": "ERROR=RISK_OVER_PENALTY", "memory_type": "DISCOVERY", "fused_memory_score": 34.689999999999998, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DISCOVERY|ERROR=SCORE_OVERCONFIDENCE", "memory_name": "ERROR=SCORE_OVERCONFIDENCE", "memory_type": "DISCOVERY", "fused_memory_score": 31.629999999999999, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DISCOVERY|ERROR=SKIP_THRESHOLD_TOO_STRICT", "memory_name": "ERROR=SKIP_THRESHOLD_TOO_STRICT", "memory_type": "DISCOVERY", "fused_memory_score": 34.689999999999998, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DNA|TIER=C|ACTION=WATCH|RISK=LOW|SCORE_MID|CONS_LOW|REL_MID|STAR_LOW", "memory_name": "TIER=C|ACTION=WATCH|RISK=LOW|SCORE_MID|CONS_LOW|REL_MID|STAR_LOW", "memory_type": "DNA", "fused_memory_score": 46.909999999999997, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "DNA|TIER=D|ACTION=SKIP|RISK=LOW|SCORE_MID|CONS_MID|REL_MID|STAR_LOW", "memory_name": "TIER=D|ACTION=SKIP|RISK=LOW|SCORE_MID|CONS_MID|REL_MID|STAR_LOW", "memory_type": "DNA", "fused_memory_score": 46.649999999999999, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": 0, "dominant_sentiment": "NEUTRAL", "fusion_recommendation": "FUSE_HOLD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "ERROR|RELIABLE_SIGNAL_UNDERWEIGHTED", "memory_name": "RELIABLE_SIGNAL_UNDERWEIGHTED", "memory_type": "ERROR", "fused_memory_score": 43.219999999999999, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": -100, "dominant_sentiment": "NEGATIVE", "fusion_recommendation": "FUSE_GUARD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "ERROR|RISK_OVER_PENALTY", "memory_name": "RISK_OVER_PENALTY", "memory_type": "ERROR", "fused_memory_score": 49.619999999999997, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": -100, "dominant_sentiment": "NEGATIVE", "fusion_recommendation": "FUSE_GUARD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "ERROR|SCORE_OVERCONFIDENCE", "memory_name": "SCORE_OVERCONFIDENCE", "memory_type": "ERROR", "fused_memory_score": 48.799999999999997, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": -100, "dominant_sentiment": "NEGATIVE", "fusion_recommendation": "FUSE_GUARD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" }, { "memory_key": "ERROR|SKIP_THRESHOLD_TOO_STRICT", "memory_name": "SKIP_THRESHOLD_TOO_STRICT", "memory_type": "ERROR", "fused_memory_score": 45.159999999999997, "fusion_confidence": 64.640000000000001, "cross_race_consistency": 100, "snapshot_coverage": 45.82, "snapshot_count": 2, "vote_balance": -100, "dominant_sentiment": "NEGATIVE", "fusion_recommendation": "FUSE_GUARD", "first_seen": "2026-07-08", "last_seen": "2026-07-08" } ], "strategy_optimizer_summary": { "strategy_count": 10, "aggressive_count": 0, "selective_count": 5, "reduced_count": 2, "guard_count": 3, "observe_count": 0, "top_strategy": "STR-CL001" }, "chairman_strategies": [ { "strategy_id": "STR-CL001", "cluster_id": "CL001", "strategy_name": "SELECTIVE_SUPPORT", "strategy_score": 87.629999999999995, "strategy_confidence": 81.090000000000003, "allocation_multiplier": 0.84999999999999998, "experience_verdict": "REMEMBER", "context_action": "MONITOR", "evolution_state": "GROWING", "risk_score": 0, "recommendation": "SUPPORT", "reason": "Experience 77.3 / confidence 82.2 / context fit 80.2 / risk 0 / evolution GROWING." }, { "strategy_id": "STR-CL002", "cluster_id": "CL002", "strategy_name": "SELECTIVE_SUPPORT", "strategy_score": 81.450000000000003, "strategy_confidence": 90.150000000000006, "allocation_multiplier": 0.84999999999999998, "experience_verdict": "REMEMBER", "context_action": "MONITOR", "evolution_state": "EMERGING", "risk_score": 0, "recommendation": "SUPPORT", "reason": "Experience 75.5 / confidence 85.7 / context fit 87.2 / risk 0 / evolution EMERGING." }, { "strategy_id": "STR-CL008", "cluster_id": "CL008", "strategy_name": "SELECTIVE_SUPPORT", "strategy_score": 78.140000000000001, "strategy_confidence": 80.549999999999997, "allocation_multiplier": 0.84999999999999998, "experience_verdict": "REMEMBER", "context_action": "MONITOR", "evolution_state": "EMERGING", "risk_score": 0, "recommendation": "SUPPORT", "reason": "Experience 74.1 / confidence 81.7 / context fit 79.1 / risk 0 / evolution EMERGING." }, { "strategy_id": "STR-CL003", "cluster_id": "CL003", "strategy_name": "SELECTIVE_SUPPORT", "strategy_score": 75.459999999999994, "strategy_confidence": 77.900000000000006, "allocation_multiplier": 0.84999999999999998, "experience_verdict": "REMEMBER", "context_action": "MONITOR", "evolution_state": "EMERGING", "risk_score": 0, "recommendation": "SUPPORT", "reason": "Experience 70.9 / confidence 77.4 / context fit 76.4 / risk 0 / evolution EMERGING." }, { "strategy_id": "STR-CL004", "cluster_id": "CL004", "strategy_name": "SELECTIVE_SUPPORT", "strategy_score": 74.239999999999995, "strategy_confidence": 92.230000000000004, "allocation_multiplier": 0.84999999999999998, "experience_verdict": "REMEMBER", "context_action": "MONITOR", "evolution_state": "DECLINING", "risk_score": 0, "recommendation": "SUPPORT", "reason": "Experience 79.9 / confidence 88.9 / context fit 89.7 / risk 0 / evolution DECLINING." }, { "strategy_id": "STR-CL010", "cluster_id": "CL010", "strategy_name": "REDUCED_EXPOSURE", "strategy_score": 73.170000000000002, "strategy_confidence": 73.439999999999998, "allocation_multiplier": 0.45000000000000001, "experience_verdict": "REMEMBER", "context_action": "REDUCE", "evolution_state": "EMERGING", "risk_score": 0, "recommendation": "REDUCE", "reason": "Experience 69.6 / confidence 76.4 / context fit 69.6 / risk 0 / evolution EMERGING." }, { "strategy_id": "STR-CL009", "cluster_id": "CL009", "strategy_name": "DEFENSIVE_GUARD", "strategy_score": 64.120000000000005, "strategy_confidence": 62.399999999999999, "allocation_multiplier": 0, "experience_verdict": "AVOID", "context_action": "BLOCK", "evolution_state": "EMERGING", "risk_score": 18, "recommendation": "BLOCK", "reason": "Experience 61.3 / confidence 67.9 / context fit 60.4 / risk 18 / evolution EMERGING." }, { "strategy_id": "STR-CL007", "cluster_id": "CL007", "strategy_name": "DEFENSIVE_GUARD", "strategy_score": 63.509999999999998, "strategy_confidence": 61.789999999999999, "allocation_multiplier": 0, "experience_verdict": "AVOID", "context_action": "BLOCK", "evolution_state": "EMERGING", "risk_score": 18, "recommendation": "BLOCK", "reason": "Experience 60.6 / confidence 66.9 / context fit 59.8 / risk 18 / evolution EMERGING." }, { "strategy_id": "STR-CL005", "cluster_id": "CL005", "strategy_name": "DEFENSIVE_GUARD", "strategy_score": 62.140000000000001, "strategy_confidence": 60.43, "allocation_multiplier": 0, "experience_verdict": "AVOID", "context_action": "BLOCK", "evolution_state": "EMERGING", "risk_score": 18, "recommendation": "BLOCK", "reason": "Experience 59 / confidence 64.6 / context fit 58.4 / risk 18 / evolution EMERGING." }, { "strategy_id": "STR-CL006", "cluster_id": "CL006", "strategy_name": "REDUCED_EXPOSURE", "strategy_score": 61.159999999999997, "strategy_confidence": 59.649999999999999, "allocation_multiplier": 0.45000000000000001, "experience_verdict": "REMEMBER", "context_action": "REDUCE", "evolution_state": "EMERGING", "risk_score": 18, "recommendation": "REDUCE", "reason": "Experience 57.6 / confidence 63.4 / context fit 57.5 / risk 18 / evolution EMERGING." } ], "explainable_ai_summary": { "explanation_count": 10, "high_confidence_count": 6, "top_explanation": "XAI-CL001" }, "chairman_explanations": [ { "explanation_id": "XAI-CL001", "cluster_id": "CL001", "final_strategy": "SELECTIVE_SUPPORT", "final_score": 87.629999999999995, "confidence": 81.090000000000003, "decision_summary": "Chairman selects SELECTIVE_SUPPORT because Experience verdict REMEMBER is the strongest driver.", "top_positive_reason": "Experience verdict REMEMBER", "top_caution_reason": "NONE", "drivers": [ { "factor": "EXPERIENCE", "impact": 9.3000000000000007, "evidence": "Experience verdict REMEMBER" }, { "factor": "EVOLUTION", "impact": 8, "evidence": "Evolution GROWING" }, { "factor": "CONTEXT", "impact": 7.25, "evidence": "Context action MONITOR" }, { "factor": "RISK", "impact": 6, "evidence": "Graph risk 0" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL002", "cluster_id": "CL002", "final_strategy": "SELECTIVE_SUPPORT", "final_score": 81.450000000000003, "confidence": 90.150000000000006, "decision_summary": "Chairman selects SELECTIVE_SUPPORT because Context action MONITOR is the strongest driver.", "top_positive_reason": "Context action MONITOR", "top_caution_reason": "NONE", "drivers": [ { "factor": "CONTEXT", "impact": 8.9199999999999999, "evidence": "Context action MONITOR" }, { "factor": "EXPERIENCE", "impact": 8.6699999999999999, "evidence": "Experience verdict REMEMBER" }, { "factor": "RISK", "impact": 6, "evidence": "Graph risk 0" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL008", "cluster_id": "CL008", "final_strategy": "SELECTIVE_SUPPORT", "final_score": 78.140000000000001, "confidence": 80.549999999999997, "decision_summary": "Chairman selects SELECTIVE_SUPPORT because Experience verdict REMEMBER is the strongest driver.", "top_positive_reason": "Experience verdict REMEMBER", "top_caution_reason": "NONE", "drivers": [ { "factor": "EXPERIENCE", "impact": 8.1799999999999997, "evidence": "Experience verdict REMEMBER" }, { "factor": "CONTEXT", "impact": 6.9800000000000004, "evidence": "Context action MONITOR" }, { "factor": "RISK", "impact": 6, "evidence": "Graph risk 0" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL003", "cluster_id": "CL003", "final_strategy": "SELECTIVE_SUPPORT", "final_score": 75.459999999999994, "confidence": 77.900000000000006, "decision_summary": "Chairman selects SELECTIVE_SUPPORT because Experience verdict REMEMBER is the strongest driver.", "top_positive_reason": "Experience verdict REMEMBER", "top_caution_reason": "NONE", "drivers": [ { "factor": "EXPERIENCE", "impact": 7.1200000000000001, "evidence": "Experience verdict REMEMBER" }, { "factor": "CONTEXT", "impact": 6.3200000000000003, "evidence": "Context action MONITOR" }, { "factor": "RISK", "impact": 6, "evidence": "Graph risk 0" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL004", "cluster_id": "CL004", "final_strategy": "SELECTIVE_SUPPORT", "final_score": 74.239999999999995, "confidence": 92.230000000000004, "decision_summary": "Chairman selects SELECTIVE_SUPPORT because Experience verdict REMEMBER is the strongest driver. Main caution: Evolution DECLINING.", "top_positive_reason": "Experience verdict REMEMBER", "top_caution_reason": "Evolution DECLINING", "drivers": [ { "factor": "EXPERIENCE", "impact": 10.17, "evidence": "Experience verdict REMEMBER" }, { "factor": "EVOLUTION", "impact": -10, "evidence": "Evolution DECLINING" }, { "factor": "CONTEXT", "impact": 9.5299999999999994, "evidence": "Context action MONITOR" }, { "factor": "RISK", "impact": 6, "evidence": "Graph risk 0" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL010", "cluster_id": "CL010", "final_strategy": "REDUCED_EXPOSURE", "final_score": 73.170000000000002, "confidence": 73.439999999999998, "decision_summary": "Chairman selects REDUCED_EXPOSURE because Experience verdict REMEMBER is the strongest driver.", "top_positive_reason": "Experience verdict REMEMBER", "top_caution_reason": "NONE", "drivers": [ { "factor": "EXPERIENCE", "impact": 6.6699999999999999, "evidence": "Experience verdict REMEMBER" }, { "factor": "RISK", "impact": 6, "evidence": "Graph risk 0" }, { "factor": "CONTEXT", "impact": 4.6900000000000004, "evidence": "Context action REDUCE" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL009", "cluster_id": "CL009", "final_strategy": "DEFENSIVE_GUARD", "final_score": 64.120000000000005, "confidence": 62.399999999999999, "decision_summary": "Chairman selects DEFENSIVE_GUARD because Experience verdict AVOID is the strongest driver.", "top_positive_reason": "Experience verdict AVOID", "top_caution_reason": "NONE", "drivers": [ { "factor": "EXPERIENCE", "impact": 3.8500000000000001, "evidence": "Experience verdict AVOID" }, { "factor": "RISK", "impact": 3.8399999999999999, "evidence": "Graph risk 18" }, { "factor": "CONTEXT", "impact": 2.5099999999999998, "evidence": "Context action BLOCK" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL007", "cluster_id": "CL007", "final_strategy": "DEFENSIVE_GUARD", "final_score": 63.509999999999998, "confidence": 61.789999999999999, "decision_summary": "Chairman selects DEFENSIVE_GUARD because Graph risk 18 is the strongest driver.", "top_positive_reason": "Graph risk 18", "top_caution_reason": "NONE", "drivers": [ { "factor": "RISK", "impact": 3.8399999999999999, "evidence": "Graph risk 18" }, { "factor": "EXPERIENCE", "impact": 3.6000000000000001, "evidence": "Experience verdict AVOID" }, { "factor": "CONTEXT", "impact": 2.3500000000000001, "evidence": "Context action BLOCK" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL005", "cluster_id": "CL005", "final_strategy": "DEFENSIVE_GUARD", "final_score": 62.140000000000001, "confidence": 60.43, "decision_summary": "Chairman selects DEFENSIVE_GUARD because Graph risk 18 is the strongest driver.", "top_positive_reason": "Graph risk 18", "top_caution_reason": "NONE", "drivers": [ { "factor": "RISK", "impact": 3.8399999999999999, "evidence": "Graph risk 18" }, { "factor": "EXPERIENCE", "impact": 3.0600000000000001, "evidence": "Experience verdict AVOID" }, { "factor": "CONTEXT", "impact": 2.02, "evidence": "Context action BLOCK" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." }, { "explanation_id": "XAI-CL006", "cluster_id": "CL006", "final_strategy": "REDUCED_EXPOSURE", "final_score": 61.159999999999997, "confidence": 59.649999999999999, "decision_summary": "Chairman selects REDUCED_EXPOSURE because Graph risk 18 is the strongest driver.", "top_positive_reason": "Graph risk 18", "top_caution_reason": "NONE", "drivers": [ { "factor": "RISK", "impact": 3.8399999999999999, "evidence": "Graph risk 18" }, { "factor": "EXPERIENCE", "impact": 2.5699999999999998, "evidence": "Experience verdict REMEMBER" }, { "factor": "CONTEXT", "impact": 1.8, "evidence": "Context action REDUCE" }, { "factor": "EVOLUTION", "impact": 0, "evidence": "Evolution EMERGING" } ], "safety_note": "Advisory only. V44-V52 production weights and decisions remain unchanged." } ], "decision_simulator_summary": { "simulation_count": 10, "promote_best_count": 10, "guard_best_count": 0, "ignore_best_count": 0, "top_simulation": "SIM-CL004" }, "decision_simulations": [ { "simulation_id": "SIM-CL004", "cluster_id": "CL004", "source_strategy": "SELECTIVE_SUPPORT", "baseline_score": 74.239999999999995, "baseline_risk": 0, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 5.6799999999999997, "simulated_score": 79.920000000000002, "risk_delta": 2.2000000000000002, "expected_gain": 4.6900000000000004 }, { "scenario": "IGNORE", "score_delta": -1.1299999999999999, "simulated_score": 73.109999999999999, "risk_delta": 0, "expected_gain": -1.1299999999999999 }, { "scenario": "GUARD", "score_delta": -3.1600000000000001, "simulated_score": 71.079999999999998, "risk_delta": -1, "expected_gain": -3.1600000000000001 } ], "best_scenario": "PROMOTE", "best_expected_gain": 4.6900000000000004, "simulation_confidence": 94.950000000000003, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL002", "cluster_id": "CL002", "source_strategy": "SELECTIVE_SUPPORT", "baseline_score": 81.450000000000003, "baseline_risk": 0, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 5.5499999999999998, "simulated_score": 87, "risk_delta": 2.2000000000000002, "expected_gain": 4.5599999999999996 }, { "scenario": "IGNORE", "score_delta": -1.3799999999999999, "simulated_score": 80.069999999999993, "risk_delta": 0, "expected_gain": -1.3799999999999999 }, { "scenario": "GUARD", "score_delta": -3.1000000000000001, "simulated_score": 78.349999999999994, "risk_delta": -1, "expected_gain": -3.1000000000000001 } ], "best_scenario": "PROMOTE", "best_expected_gain": 4.5599999999999996, "simulation_confidence": 93.599999999999994, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL001", "cluster_id": "CL001", "source_strategy": "SELECTIVE_SUPPORT", "baseline_score": 87.629999999999995, "baseline_risk": 0, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 4.96, "simulated_score": 92.590000000000003, "risk_delta": 2.2000000000000002, "expected_gain": 3.9700000000000002 }, { "scenario": "IGNORE", "score_delta": -1.6000000000000001, "simulated_score": 86.030000000000001, "risk_delta": 0, "expected_gain": -1.6000000000000001 }, { "scenario": "GUARD", "score_delta": -2.8799999999999999, "simulated_score": 84.75, "risk_delta": -1, "expected_gain": -2.8799999999999999 } ], "best_scenario": "PROMOTE", "best_expected_gain": 3.9700000000000002, "simulation_confidence": 87.709999999999994, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL008", "cluster_id": "CL008", "source_strategy": "SELECTIVE_SUPPORT", "baseline_score": 78.140000000000001, "baseline_risk": 0, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 4.9299999999999997, "simulated_score": 83.069999999999993, "risk_delta": 2.2000000000000002, "expected_gain": 3.9399999999999999 }, { "scenario": "IGNORE", "score_delta": -1.26, "simulated_score": 76.879999999999995, "risk_delta": 0, "expected_gain": -1.26 }, { "scenario": "GUARD", "score_delta": -2.8599999999999999, "simulated_score": 75.280000000000001, "risk_delta": -1, "expected_gain": -2.8599999999999999 } ], "best_scenario": "PROMOTE", "best_expected_gain": 3.9399999999999999, "simulation_confidence": 87.359999999999999, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL003", "cluster_id": "CL003", "source_strategy": "SELECTIVE_SUPPORT", "baseline_score": 75.459999999999994, "baseline_risk": 0, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 4.75, "simulated_score": 80.209999999999994, "risk_delta": 2.2000000000000002, "expected_gain": 3.7599999999999998 }, { "scenario": "IGNORE", "score_delta": -1.1699999999999999, "simulated_score": 74.290000000000006, "risk_delta": 0, "expected_gain": -1.1699999999999999 }, { "scenario": "GUARD", "score_delta": -2.7999999999999998, "simulated_score": 72.659999999999997, "risk_delta": -1, "expected_gain": -2.7999999999999998 } ], "best_scenario": "PROMOTE", "best_expected_gain": 3.7599999999999998, "simulation_confidence": 85.640000000000001, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL010", "cluster_id": "CL010", "source_strategy": "REDUCED_EXPOSURE", "baseline_score": 73.170000000000002, "baseline_risk": 0, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 3.8999999999999999, "simulated_score": 77.069999999999993, "risk_delta": 2.2000000000000002, "expected_gain": 2.9100000000000001 }, { "scenario": "IGNORE", "score_delta": -0.84999999999999998, "simulated_score": 72.319999999999993, "risk_delta": 0, "expected_gain": -0.84999999999999998 }, { "scenario": "GUARD", "score_delta": -2.6899999999999999, "simulated_score": 70.480000000000004, "risk_delta": -1, "expected_gain": -2.6899999999999999 } ], "best_scenario": "PROMOTE", "best_expected_gain": 2.9100000000000001, "simulation_confidence": 82.739999999999995, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL006", "cluster_id": "CL006", "source_strategy": "REDUCED_EXPOSURE", "baseline_score": 61.159999999999997, "baseline_risk": 18, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 2.3799999999999999, "simulated_score": 63.539999999999999, "risk_delta": 1.8799999999999999, "expected_gain": 1.53 }, { "scenario": "IGNORE", "score_delta": -0.42999999999999999, "simulated_score": 60.729999999999997, "risk_delta": 0, "expected_gain": -0.42999999999999999 }, { "scenario": "GUARD", "score_delta": -1.49, "simulated_score": 59.68, "risk_delta": -1.4399999999999999, "expected_gain": -1.49 } ], "best_scenario": "PROMOTE", "best_expected_gain": 1.53, "simulation_confidence": 67.469999999999999, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL009", "cluster_id": "CL009", "source_strategy": "DEFENSIVE_GUARD", "baseline_score": 64.120000000000005, "baseline_risk": 18, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 1.9299999999999999, "simulated_score": 66.049999999999997, "risk_delta": 1.8799999999999999, "expected_gain": 1.0800000000000001 }, { "scenario": "IGNORE", "score_delta": -0.89000000000000001, "simulated_score": 63.229999999999997, "risk_delta": 0, "expected_gain": -0.89000000000000001 }, { "scenario": "GUARD", "score_delta": -1.49, "simulated_score": 62.640000000000001, "risk_delta": -1.4399999999999999, "expected_gain": -1.49 } ], "best_scenario": "PROMOTE", "best_expected_gain": 1.0800000000000001, "simulation_confidence": 69.260000000000005, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL007", "cluster_id": "CL007", "source_strategy": "DEFENSIVE_GUARD", "baseline_score": 63.509999999999998, "baseline_risk": 18, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 1.8899999999999999, "simulated_score": 65.400000000000006, "risk_delta": 1.8799999999999999, "expected_gain": 1.04 }, { "scenario": "IGNORE", "score_delta": -0.87, "simulated_score": 62.640000000000001, "risk_delta": 0, "expected_gain": -0.87 }, { "scenario": "GUARD", "score_delta": -1.49, "simulated_score": 62.030000000000001, "risk_delta": -1.4399999999999999, "expected_gain": -1.49 } ], "best_scenario": "PROMOTE", "best_expected_gain": 1.04, "simulation_confidence": 68.859999999999999, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." }, { "simulation_id": "SIM-CL005", "cluster_id": "CL005", "source_strategy": "DEFENSIVE_GUARD", "baseline_score": 62.140000000000001, "baseline_risk": 18, "scenarios": [ { "scenario": "PROMOTE", "score_delta": 1.8, "simulated_score": 63.939999999999998, "risk_delta": 1.8799999999999999, "expected_gain": 0.94999999999999996 }, { "scenario": "IGNORE", "score_delta": -0.81999999999999995, "simulated_score": 61.32, "risk_delta": 0, "expected_gain": -0.81999999999999995 }, { "scenario": "GUARD", "score_delta": -1.49, "simulated_score": 60.659999999999997, "risk_delta": -1.4399999999999999, "expected_gain": -1.49 } ], "best_scenario": "PROMOTE", "best_expected_gain": 0.94999999999999996, "simulation_confidence": 67.980000000000004, "reason": "Three-way advisory simulation over immutable V53.8 strategy output." } ], "counterfactual_ai_summary": { "counterfactual_count": 10, "essential_count": 6, "fake_important_count": 0, "top_essential_pattern": "CL001" }, "counterfactual_analysis": [ { "counterfactual_id": "CF-CL001", "cluster_id": "CL001", "importance_class": "ESSENTIAL", "essentiality_score": 100, "outcome_spread": 7.8399999999999999, "promote_vs_ignore_impact": 6.5599999999999996, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL002", "cluster_id": "CL002", "importance_class": "ESSENTIAL", "essentiality_score": 100, "outcome_spread": 8.6500000000000004, "promote_vs_ignore_impact": 6.9299999999999997, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL003", "cluster_id": "CL003", "importance_class": "ESSENTIAL", "essentiality_score": 100, "outcome_spread": 7.5499999999999998, "promote_vs_ignore_impact": 5.9199999999999999, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL004", "cluster_id": "CL004", "importance_class": "ESSENTIAL", "essentiality_score": 100, "outcome_spread": 8.8399999999999999, "promote_vs_ignore_impact": 6.8099999999999996, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL008", "cluster_id": "CL008", "importance_class": "ESSENTIAL", "essentiality_score": 100, "outcome_spread": 7.79, "promote_vs_ignore_impact": 6.1900000000000004, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL010", "cluster_id": "CL010", "importance_class": "ESSENTIAL", "essentiality_score": 100, "outcome_spread": 6.5899999999999999, "promote_vs_ignore_impact": 4.75, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL006", "cluster_id": "CL006", "importance_class": "MATERIAL", "essentiality_score": 69.930000000000007, "outcome_spread": 3.8599999999999999, "promote_vs_ignore_impact": 2.8100000000000001, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL009", "cluster_id": "CL009", "importance_class": "MATERIAL", "essentiality_score": 65.159999999999997, "outcome_spread": 3.4100000000000001, "promote_vs_ignore_impact": 2.8199999999999998, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL007", "cluster_id": "CL007", "importance_class": "MATERIAL", "essentiality_score": 64.540000000000006, "outcome_spread": 3.3700000000000001, "promote_vs_ignore_impact": 2.7599999999999998, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false }, { "counterfactual_id": "CF-CL005", "cluster_id": "CL005", "importance_class": "MATERIAL", "essentiality_score": 63.149999999999999, "outcome_spread": 3.2799999999999998, "promote_vs_ignore_impact": 2.6200000000000001, "best_scenario": "PROMOTE", "counterfactual_question": "What changes if this pattern is ignored instead of promoted?", "counterfactual_answer": "Promotion materially improves the simulated decision.", "fake_importance_flag": false } ], "self_debate_summary": { "debate_count": 10, "promote_count": 10, "support_count": 0, "hold_count": 0, "reduce_count": 0, "guard_count": 0, "top_debate": "DEB-CL001" }, "chairman_debates": [ { "debate_id": "DEB-CL001", "cluster_id": "CL001", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 87.519999999999996, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 5.6699999999999999, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 3.71, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 81.180000000000007, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 87.5 vs Skeptic 5.7 and Risk Guard 3.7; counterfactual class ESSENTIAL." }, { "debate_id": "DEB-CL002", "cluster_id": "CL002", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 86.840000000000003, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 2.96, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 5.5700000000000003, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 82.890000000000001, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 86.8 vs Skeptic 3 and Risk Guard 5.6; counterfactual class ESSENTIAL." }, { "debate_id": "DEB-CL003", "cluster_id": "CL003", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 79.870000000000005, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 6.6299999999999999, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 7.3600000000000003, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 71.920000000000002, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 79.9 vs Skeptic 6.6 and Risk Guard 7.4; counterfactual class ESSENTIAL." }, { "debate_id": "DEB-CL004", "cluster_id": "CL004", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 83.5, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 2.3300000000000001, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 7.7300000000000004, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 79.780000000000001, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 83.5 vs Skeptic 2.3 and Risk Guard 7.7; counterfactual class ESSENTIAL." }, { "debate_id": "DEB-CL007", "cluster_id": "CL007", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 63.149999999999999, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 26.68, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 23.550000000000001, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 32.229999999999997, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 63.1 vs Skeptic 26.7 and Risk Guard 23.5; counterfactual class MATERIAL." }, { "debate_id": "DEB-CL008", "cluster_id": "CL008", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 82.140000000000001, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 5.8399999999999999, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 6.5599999999999996, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 75.129999999999995, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 82.1 vs Skeptic 5.8 and Risk Guard 6.6; counterfactual class ESSENTIAL." }, { "debate_id": "DEB-CL009", "cluster_id": "CL009", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 63.759999999999998, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 26.41, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 23.359999999999999, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 33.149999999999999, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 63.8 vs Skeptic 26.4 and Risk Guard 23.4; counterfactual class MATERIAL." }, { "debate_id": "DEB-CL010", "cluster_id": "CL010", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 77.280000000000001, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 7.9699999999999998, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 8.0500000000000007, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 100, "debate_margin": 67.859999999999999, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 77.3 vs Skeptic 8 and Risk Guard 8; counterfactual class ESSENTIAL." }, { "debate_id": "DEB-CL006", "cluster_id": "CL006", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 62.020000000000003, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 26.52, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 24.25, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 99.200000000000003, "debate_margin": 31.140000000000001, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 62 vs Skeptic 26.5 and Risk Guard 24.3; counterfactual class MATERIAL." }, { "debate_id": "DEB-CL005", "cluster_id": "CL005", "agent_a": { "role": "ADVOCATE", "position": "PROMOTE", "score": 61.780000000000001, "argument": "Strategy strength, confidence and counterfactual importance support action." }, "agent_b": { "role": "SKEPTIC", "position": "HOLD_OR_REDUCE", "score": 27.300000000000001, "argument": "Uncertainty and possible fake importance argue for restraint." }, "agent_c": { "role": "RISK_GUARD", "position": "GUARD", "score": 23.960000000000001, "argument": "Graph and strategy risk require exposure control." }, "chairman_verdict": "PROMOTE", "chairman_confidence": 97.980000000000004, "debate_margin": 30.170000000000002, "final_allocation_multiplier": 1.1000000000000001, "chairman_reason": "Advocate 61.8 vs Skeptic 27.3 and Risk Guard 24; counterfactual class MATERIAL." } ], "debate_stabilizer_summary": { "stabilized_count": 10, "stable_count": 4, "controlled_count": 3, "volatile_count": 3, "unstable_count": 0, "verdicts_changed": 3, "average_stability": 67.629999999999995 }, "debate_stabilizers": [ { "stabilizer_id": "STAB-CL006", "cluster_id": "CL006", "original_verdict": "PROMOTE", "stabilized_verdict": "PROMOTE", "agent_agreement": 56.560000000000002, "debate_dispersion": 37.770000000000003, "stability_score": 80.129999999999995, "stability_state": "STABLE", "confidence_after_stabilization": 93.859999999999999, "stabilization_reason": "Original verdict retained after stability review." }, { "stabilizer_id": "STAB-CL005", "cluster_id": "CL005", "original_verdict": "PROMOTE", "stabilized_verdict": "PROMOTE", "agent_agreement": 56.509999999999998, "debate_dispersion": 37.82, "stability_score": 79.620000000000005, "stability_state": "STABLE", "confidence_after_stabilization": 92.840000000000003, "stabilization_reason": "Original verdict retained after stability review." }, { "stabilizer_id": "STAB-CL007", "cluster_id": "CL007", "original_verdict": "PROMOTE", "stabilized_verdict": "PROMOTE", "agent_agreement": 54.460000000000001, "debate_dispersion": 39.600000000000001, "stability_score": 79.510000000000005, "stability_state": "STABLE", "confidence_after_stabilization": 94.260000000000005, "stabilization_reason": "Original verdict retained after stability review." }, { "stabilizer_id": "STAB-CL009", "cluster_id": "CL009", "original_verdict": "PROMOTE", "stabilized_verdict": "PROMOTE", "agent_agreement": 53.539999999999999, "debate_dispersion": 40.399999999999999, "stability_score": 79.090000000000003, "stability_state": "STABLE", "confidence_after_stabilization": 94.150000000000006, "stabilization_reason": "Original verdict retained after stability review." }, { "stabilizer_id": "STAB-CL010", "cluster_id": "CL010", "original_verdict": "PROMOTE", "stabilized_verdict": "PROMOTE", "agent_agreement": 20.289999999999999, "debate_dispersion": 69.310000000000002, "stability_score": 64.129999999999995, "stability_state": "CONTROLLED", "confidence_after_stabilization": 89.959999999999994, "stabilization_reason": "Original verdict retained after stability review." }, { "stabilizer_id": "STAB-CL003", "cluster_id": "CL003", "original_verdict": "PROMOTE", "stabilized_verdict": "PROMOTE", "agent_agreement": 15.77, "debate_dispersion": 73.239999999999995, "stability_score": 62.100000000000001, "stability_state": "CONTROLLED", "confidence_after_stabilization": 89.390000000000001, "stabilization_reason": "Original verdict retained after stability review." }, { "stabilizer_id": "STAB-CL008", "cluster_id": "CL008", "original_verdict": "PROMOTE", "stabilized_verdict": "PROMOTE", "agent_agreement": 12.26, "debate_dispersion": 76.299999999999997, "stability_score": 60.509999999999998, "stability_state": "CONTROLLED", "confidence_after_stabilization": 88.939999999999998, "stabilization_reason": "Original verdict retained after stability review." }, { "stabilizer_id": "STAB-CL004", "cluster_id": "CL004", "original_verdict": "PROMOTE", "stabilized_verdict": "SUPPORT", "agent_agreement": 6.6500000000000004, "debate_dispersion": 81.170000000000002, "stability_score": 57.990000000000002, "stability_state": "VOLATILE", "confidence_after_stabilization": 88.239999999999995, "stabilization_reason": "Verdict moderated because agent disagreement is too high." }, { "stabilizer_id": "STAB-CL001", "cluster_id": "CL001", "original_verdict": "PROMOTE", "stabilized_verdict": "SUPPORT", "agent_agreement": 3.6200000000000001, "debate_dispersion": 83.810000000000002, "stability_score": 56.630000000000003, "stability_state": "VOLATILE", "confidence_after_stabilization": 87.859999999999999, "stabilization_reason": "Verdict moderated because agent disagreement is too high." }, { "stabilizer_id": "STAB-CL002", "cluster_id": "CL002", "original_verdict": "PROMOTE", "stabilized_verdict": "SUPPORT", "agent_agreement": 3.54, "debate_dispersion": 83.879999999999995, "stability_score": 56.590000000000003, "stability_state": "VOLATILE", "confidence_after_stabilization": 87.849999999999994, "stabilization_reason": "Verdict moderated because agent disagreement is too high." } ], "stress_test_summary": { "stress_test_count": 10, "grade_a": 10, "grade_b": 0, "grade_c": 0, "grade_d": 0, "top_resilient": "CL001" }, "scenario_stress_tests": [ { "stress_id": "STRESS-CL001", "cluster_id": "CL001", "source_verdict": "SUPPORT", "stress_grade": "A", "resilience_score": 100, "pass_count": 4, "scenario_count": 4, "worst_case_score": 79.959999999999994, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 87.959999999999994, "stressed_risk": 0, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 81.959999999999994, "stressed_risk": 8, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 83.959999999999994, "stressed_risk": 12, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 79.959999999999994, "stressed_risk": 5, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL002", "cluster_id": "CL002", "source_verdict": "SUPPORT", "stress_grade": "A", "resilience_score": 100, "pass_count": 4, "scenario_count": 4, "worst_case_score": 73.780000000000001, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 81.780000000000001, "stressed_risk": 0, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 75.780000000000001, "stressed_risk": 8, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 77.780000000000001, "stressed_risk": 12, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 73.780000000000001, "stressed_risk": 5, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL003", "cluster_id": "CL003", "source_verdict": "PROMOTE", "stress_grade": "A", "resilience_score": 100, "pass_count": 4, "scenario_count": 4, "worst_case_score": 68.069999999999993, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 76.069999999999993, "stressed_risk": 0, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 70.069999999999993, "stressed_risk": 8, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 72.069999999999993, "stressed_risk": 12, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 68.069999999999993, "stressed_risk": 5, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL004", "cluster_id": "CL004", "source_verdict": "SUPPORT", "stress_grade": "A", "resilience_score": 100, "pass_count": 4, "scenario_count": 4, "worst_case_score": 66.640000000000001, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 74.640000000000001, "stressed_risk": 0, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 68.640000000000001, "stressed_risk": 8, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 70.640000000000001, "stressed_risk": 12, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 66.640000000000001, "stressed_risk": 5, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL008", "cluster_id": "CL008", "source_verdict": "PROMOTE", "stress_grade": "A", "resilience_score": 100, "pass_count": 4, "scenario_count": 4, "worst_case_score": 70.670000000000002, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 78.670000000000002, "stressed_risk": 0, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 72.670000000000002, "stressed_risk": 8, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 74.670000000000002, "stressed_risk": 12, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 70.670000000000002, "stressed_risk": 5, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL010", "cluster_id": "CL010", "source_verdict": "PROMOTE", "stress_grade": "A", "resilience_score": 100, "pass_count": 4, "scenario_count": 4, "worst_case_score": 65.879999999999995, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 73.879999999999995, "stressed_risk": 0, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 67.879999999999995, "stressed_risk": 8, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 69.879999999999995, "stressed_risk": 12, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 65.879999999999995, "stressed_risk": 5, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL009", "cluster_id": "CL009", "source_verdict": "PROMOTE", "stress_grade": "A", "resilience_score": 98.090000000000003, "pass_count": 4, "scenario_count": 4, "worst_case_score": 57.57, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 65.569999999999993, "stressed_risk": 18, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 59.57, "stressed_risk": 26, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 61.57, "stressed_risk": 30, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 57.57, "stressed_risk": 23, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL007", "cluster_id": "CL007", "source_verdict": "PROMOTE", "stress_grade": "A", "resilience_score": 97.379999999999995, "pass_count": 4, "scenario_count": 4, "worst_case_score": 56.990000000000002, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 64.989999999999995, "stressed_risk": 18, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 58.990000000000002, "stressed_risk": 26, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 60.990000000000002, "stressed_risk": 30, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 56.990000000000002, "stressed_risk": 23, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL005", "cluster_id": "CL005", "source_verdict": "PROMOTE", "stress_grade": "A", "resilience_score": 95.75, "pass_count": 4, "scenario_count": 4, "worst_case_score": 55.619999999999997, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 63.619999999999997, "stressed_risk": 18, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 57.619999999999997, "stressed_risk": 26, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 59.619999999999997, "stressed_risk": 30, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 55.619999999999997, "stressed_risk": 23, "pass": true } ], "stress_recommendation": "PROCEED" }, { "stress_id": "STRESS-CL006", "cluster_id": "CL006", "source_verdict": "PROMOTE", "stress_grade": "A", "resilience_score": 94.599999999999994, "pass_count": 4, "scenario_count": 4, "worst_case_score": 54.670000000000002, "scenarios": [ { "scenario": "NORMAL", "stressed_score": 62.670000000000002, "stressed_risk": 18, "pass": true }, { "scenario": "MARKET_REVERSAL", "stressed_score": 56.670000000000002, "stressed_risk": 26, "pass": true }, { "scenario": "HIGH_CONFLICT", "stressed_score": 58.670000000000002, "stressed_risk": 30, "pass": true }, { "scenario": "DATA_WEAKNESS", "stressed_score": 54.670000000000002, "stressed_risk": 23, "pass": true } ], "stress_recommendation": "PROCEED" } ], "decision_gate_summary": { "gate_count": 10, "approved_count": 10, "review_count": 0, "limited_count": 0, "blocked_count": 0, "overall_gate_status": "READY", "top_approved": "CL009" }, "chairman_decision_gates": [ { "gate_id": "GATE-CL009", "cluster_id": "CL009", "input_verdict": "PROMOTE", "gate_status": "APPROVED", "gate_score": 91.120000000000005, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "STABLE", "final_advisory_action": "PROMOTE", "gate_reason": "Stability STABLE; stress grade A; combined gate score 91.1." }, { "gate_id": "GATE-CL007", "cluster_id": "CL007", "input_verdict": "PROMOTE", "gate_status": "APPROVED", "gate_score": 91.069999999999993, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "STABLE", "final_advisory_action": "PROMOTE", "gate_reason": "Stability STABLE; stress grade A; combined gate score 91.1." }, { "gate_id": "GATE-CL006", "cluster_id": "CL006", "input_verdict": "PROMOTE", "gate_status": "APPROVED", "gate_score": 90.239999999999995, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "STABLE", "final_advisory_action": "PROMOTE", "gate_reason": "Stability STABLE; stress grade A; combined gate score 90.2." }, { "gate_id": "GATE-CL005", "cluster_id": "CL005", "input_verdict": "PROMOTE", "gate_status": "APPROVED", "gate_score": 90.010000000000005, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "STABLE", "final_advisory_action": "PROMOTE", "gate_reason": "Stability STABLE; stress grade A; combined gate score 90." }, { "gate_id": "GATE-CL010", "cluster_id": "CL010", "input_verdict": "PROMOTE", "gate_status": "APPROVED", "gate_score": 85.739999999999995, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "CONTROLLED", "final_advisory_action": "PROMOTE", "gate_reason": "Stability CONTROLLED; stress grade A; combined gate score 85.7." }, { "gate_id": "GATE-CL003", "cluster_id": "CL003", "input_verdict": "PROMOTE", "gate_status": "APPROVED", "gate_score": 84.930000000000007, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "CONTROLLED", "final_advisory_action": "PROMOTE", "gate_reason": "Stability CONTROLLED; stress grade A; combined gate score 84.9." }, { "gate_id": "GATE-CL008", "cluster_id": "CL008", "input_verdict": "PROMOTE", "gate_status": "APPROVED", "gate_score": 84.299999999999997, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "CONTROLLED", "final_advisory_action": "PROMOTE", "gate_reason": "Stability CONTROLLED; stress grade A; combined gate score 84.3." }, { "gate_id": "GATE-CL004", "cluster_id": "CL004", "input_verdict": "SUPPORT", "gate_status": "APPROVED", "gate_score": 83.299999999999997, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "VOLATILE", "final_advisory_action": "SUPPORT", "gate_reason": "Stability VOLATILE; stress grade A; combined gate score 83.3." }, { "gate_id": "GATE-CL001", "cluster_id": "CL001", "input_verdict": "SUPPORT", "gate_status": "APPROVED", "gate_score": 82.760000000000005, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "VOLATILE", "final_advisory_action": "SUPPORT", "gate_reason": "Stability VOLATILE; stress grade A; combined gate score 82.8." }, { "gate_id": "GATE-CL002", "cluster_id": "CL002", "input_verdict": "SUPPORT", "gate_status": "APPROVED", "gate_score": 82.739999999999995, "approved_multiplier": 1, "stress_grade": "A", "stability_state": "VOLATILE", "final_advisory_action": "SUPPORT", "gate_reason": "Stability VOLATILE; stress grade A; combined gate score 82.7." } ], "decision_audit_summary": { "audit_count": 10, "pass_count": 10, "warning_count": 0, "fail_count": 0, "audit_ready": true, "average_audit_score": 100 }, "decision_audits": [ { "audit_id": "AUDIT-CL001", "cluster_id": "CL001", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "SUPPORT", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL002", "cluster_id": "CL002", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "SUPPORT", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL003", "cluster_id": "CL003", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "PROMOTE", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL004", "cluster_id": "CL004", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "SUPPORT", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL005", "cluster_id": "CL005", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "PROMOTE", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL006", "cluster_id": "CL006", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "PROMOTE", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL007", "cluster_id": "CL007", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "PROMOTE", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL008", "cluster_id": "CL008", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "PROMOTE", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL009", "cluster_id": "CL009", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "PROMOTE", "audit_reason": "5 of 5 release checks passed." }, { "audit_id": "AUDIT-CL010", "cluster_id": "CL010", "audit_status": "PASS", "audit_score": 100, "checks": { "gate_score_valid": true, "multiplier_safe": true, "stress_present": true, "stability_present": true, "advisory_action_present": true }, "gate_status": "APPROVED", "final_advisory_action": "PROMOTE", "audit_reason": "5 of 5 release checks passed." } ], "safety_governor_summary": { "governed_count": 10, "open_count": 10, "capped_count": 0, "locked_count": 0, "overall_safety_state": "OPEN", "average_safety_score": 93.629999999999995 }, "safety_governor": [ { "governor_id": "SAFE-CL009", "cluster_id": "CL009", "safety_state": "OPEN", "safety_score": 95.530000000000001, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "PROMOTE", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL007", "cluster_id": "CL007", "safety_state": "OPEN", "safety_score": 95.329999999999998, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "PROMOTE", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL005", "cluster_id": "CL005", "safety_state": "OPEN", "safety_score": 94.439999999999998, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "PROMOTE", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL006", "cluster_id": "CL006", "safety_state": "OPEN", "safety_score": 94.260000000000005, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "PROMOTE", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL010", "cluster_id": "CL010", "safety_state": "OPEN", "safety_score": 93.579999999999998, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "PROMOTE", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL003", "cluster_id": "CL003", "safety_state": "OPEN", "safety_score": 93.219999999999999, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "PROMOTE", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL008", "cluster_id": "CL008", "safety_state": "OPEN", "safety_score": 92.939999999999998, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "PROMOTE", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL004", "cluster_id": "CL004", "safety_state": "OPEN", "safety_score": 92.489999999999995, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "SUPPORT", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL001", "cluster_id": "CL001", "safety_state": "OPEN", "safety_score": 92.239999999999995, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "SUPPORT", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." }, { "governor_id": "SAFE-CL002", "cluster_id": "CL002", "safety_state": "OPEN", "safety_score": 92.230000000000004, "input_multiplier": 1, "governed_multiplier": 1, "governed_action": "SUPPORT", "audit_status": "PASS", "stress_grade": "A", "safety_reason": "Gate APPROVED; audit PASS; stress A." } ], "final_ranking_summary": { "ranked_count": 10, "support_count": 10, "review_count": 0, "guard_count": 0, "top_ranked": "CL001", "top_score": 87.359999999999999 }, "final_chairman_ranking": [ { "ranking_id": "FINAL-CL001", "cluster_id": "CL001", "final_score": 87.359999999999999, "final_action": "SUPPORT", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 1 }, { "ranking_id": "FINAL-CL002", "cluster_id": "CL002", "final_score": 87.019999999999996, "final_action": "SUPPORT", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 2 }, { "ranking_id": "FINAL-CL008", "cluster_id": "CL008", "final_score": 86.150000000000006, "final_action": "PROMOTE", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 3 }, { "ranking_id": "FINAL-CL004", "cluster_id": "CL004", "final_score": 86.060000000000002, "final_action": "SUPPORT", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 4 }, { "ranking_id": "FINAL-CL003", "cluster_id": "CL003", "final_score": 85.650000000000006, "final_action": "PROMOTE", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 5 }, { "ranking_id": "FINAL-CL010", "cluster_id": "CL010", "final_score": 85.129999999999995, "final_action": "PROMOTE", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 6 }, { "ranking_id": "FINAL-CL009", "cluster_id": "CL009", "final_score": 84.609999999999999, "final_action": "PROMOTE", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 7 }, { "ranking_id": "FINAL-CL007", "cluster_id": "CL007", "final_score": 84.329999999999998, "final_action": "PROMOTE", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 8 }, { "ranking_id": "FINAL-CL005", "cluster_id": "CL005", "final_score": 83.25, "final_action": "PROMOTE", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 9 }, { "ranking_id": "FINAL-CL006", "cluster_id": "CL006", "final_score": 82.969999999999999, "final_action": "PROMOTE", "final_multiplier": 1, "safety_state": "OPEN", "gate_status": "APPROVED", "strategy": "OBSERVE_ONLY", "ranking_reason": "Safety-governed final ranking; immutable source scores preserved.", "final_rank": 10 } ], "ultimate_dashboard_summary": { "dashboard_count": 10, "actionable_count": 10, "watchlist_count": 0, "guarded_count": 0, "top_cluster": "CL001", "top_score": 87.359999999999999, "dashboard_state": "CLEAR" }, "ultimate_dashboard": [ { "dashboard_id": "DASH-CL001", "cluster_id": "CL001", "final_rank": 1, "final_score": 87.359999999999999, "decision": "SUPPORT", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 92.239999999999995, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL002", "cluster_id": "CL002", "final_rank": 2, "final_score": 87.019999999999996, "decision": "SUPPORT", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 92.230000000000004, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL008", "cluster_id": "CL008", "final_rank": 3, "final_score": 86.150000000000006, "decision": "PROMOTE", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 92.939999999999998, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL004", "cluster_id": "CL004", "final_rank": 4, "final_score": 86.060000000000002, "decision": "SUPPORT", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 92.489999999999995, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL003", "cluster_id": "CL003", "final_rank": 5, "final_score": 85.650000000000006, "decision": "PROMOTE", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 93.219999999999999, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL010", "cluster_id": "CL010", "final_rank": 6, "final_score": 85.129999999999995, "decision": "PROMOTE", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 93.579999999999998, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL009", "cluster_id": "CL009", "final_rank": 7, "final_score": 84.609999999999999, "decision": "PROMOTE", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 95.530000000000001, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL007", "cluster_id": "CL007", "final_rank": 8, "final_score": 84.329999999999998, "decision": "PROMOTE", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 95.329999999999998, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL005", "cluster_id": "CL005", "final_rank": 9, "final_score": 83.25, "decision": "PROMOTE", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 94.439999999999998, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." }, { "dashboard_id": "DASH-CL006", "cluster_id": "CL006", "final_rank": 10, "final_score": 82.969999999999999, "decision": "PROMOTE", "decision_bucket": "ACTIONABLE", "multiplier": 1, "safety_score": 94.260000000000005, "safety_state": "OPEN", "audit_score": 100, "audit_status": "PASS", "dashboard_reason": "One-screen executive view over final ranking, audit and safety governor." } ], "final_release": { "release_version": "54.9.0", "release_name": "WinRacing V54 Ultimate Final Release", "release_state": "ULTIMATE_READY", "release_readiness": 100, "checks": { "audit_ready": true, "no_locked_safety": true, "ranking_available": true, "dashboard_available": true, "advisory_only": true, "schema_unchanged": true }, "passed_checks": 6, "total_checks": 6, "immutable_source_logic": true, "live_weights_changed": false, "schema_changed": false, "release_note": "V54.8 executive dashboard and V54.9 final release certification over immutable V44-V54.7 source logic." }, "source_v52_release": { "release_version": "52.9.0", "release_name": "Self-Learning Ultimate Release", "release_gate": "CAUTION", "learning_readiness_score": 72, "checks_passed": 8, "checks_total": 10, "failed_checks": [ "LONG_TERM_HISTORY", "CHAIRMAN_MEMORY" ], "audit_checks": [ { "key": "RESULT_COMPLETION", "label": "Result feedback complete", "passed": true, "weight": 18, "detail": "Completion 100%" }, { "key": "EVALUATED_SAMPLE", "label": "Evaluated race sample available", "passed": true, "weight": 10, "detail": "Evaluated 9" }, { "key": "LONG_TERM_HISTORY", "label": "Long-term snapshots accumulated", "passed": false, "weight": 16, "detail": "Snapshots 1 / target 5" }, { "key": "PATTERN_LIBRARY", "label": "Pattern confidence library ready", "passed": true, "weight": 10, "detail": "Patterns 2" }, { "key": "AUTO_DISCOVERY", "label": "Auto pattern candidates generated", "passed": true, "weight": 8, "detail": "Candidates 25" }, { "key": "RACE_DNA", "label": "Race DNA profiles generated", "passed": true, "weight": 8, "detail": "DNA profiles 5" }, { "key": "CHAIRMAN_MEMORY", "label": "Chairman memory active", "passed": false, "weight": 12, "detail": "Memory SEEDING / records 11" }, { "key": "WEIGHT_SIMULATION", "label": "Adaptive simulation completed", "passed": true, "weight": 8, "detail": "Simulated races 9" }, { "key": "PERFORMANCE_FLOOR", "label": "Rolling Top3 performance floor", "passed": true, "weight": 6, "detail": "Rolling Top3 55.6%" }, { "key": "CALIBRATION_GUARD", "label": "Rolling calibration error controlled", "passed": true, "weight": 4, "detail": "Rolling MAE 37.2" } ], "final_advisory_summary": "Continue building completed-race snapshots before declaring the learning layer mature.", "error_cases_observed": 4, "learning_mode": "ADVISORY_ONLY", "live_weights_changed": false, "database_schema_changed": false, "source_engine_immutable": true }, "snapshot_written": false }