{ "highest_concern": "high", "findings": [ { "name": "feedback loop", "statistic": 0.6133053955548047, "concern": "moderate", "interpretation": "Spearman rho=+0.613 between score and historical patrol hours - recommendations substantially track past patrolling" }, { "name": "under-observation coverage", "statistic": 0.0, "concern": "high", "interpretation": "no recommendation reaches an under-observed cell, though 25.8% of cells are flagged - the system only looks where someone already looked" }, { "name": "station disparity", "statistic": 0.20912368007966697, "concern": "high", "interpretation": "recommendation Gini 0.796 vs violation Gini 0.587 (excess +0.209) across 53 stations" }, { "name": "counterfactual patrol", "statistic": 0.3, "concern": "moderate", "interpretation": "only 30% of the top-50 cells survive equalising patrol effort (full-ranking tau +0.318)" } ], "coverage": { "cells_assigned": 8, "cells_total": 1802, "risk_covered": 5.038800746202469, "risk_total": 48.28950881958008, "risk_covered_share": 0.10434566160174677, "under_observed_assigned": 0, "seed": 42 } }