{"id":"W4413803072","doi":"10.29173/mlj1445","title":"Canada’s fractured emergency management system","year":2025,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Emergency management; Legislature; Context (archaeology); Public administration; Government (linguistics); Business; Order (exchange); Political science; Public relations; Law; Finance; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003136052,0.0003258988,0.0003098182,0.002113769,0.01834,0.007529535,0.00290753,0.002679856,0.01087535],"category_scores_gemma":[0.01042517,0.0005726173,0.0005626868,0.002424895,0.004923461,0.001489512,0.003326368,0.00375983,0.00102933],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1706417,"about_ca_system_score_gemma":0.4195616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968195,"about_ca_topic_score_gemma":0.9979994,"domain_scores_codex":[0.9918229,0.0004736959,0.0002075163,0.0006133961,0.004411789,0.00247067],"domain_scores_gemma":[0.9872288,0.0009032188,0.0003203914,0.0004490618,0.00825947,0.002839142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008386849,0.00005151784,0.01324719,0.0001791648,0.00004375378,0.0009711215,0.004397264,0.00251031,0.0008612345,0.5237497,0.3932366,0.06066829],"study_design_scores_gemma":[0.00006216691,0.00004081378,0.03035587,0.000311908,0.00004940578,0.000153701,0.003230661,0.002679017,0.0003964962,0.01106225,0.9515135,0.0001441906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09035318,0.004910333,0.006802946,0.2637274,0.001767798,0.0004110052,0.00513747,0.001151843,0.625738],"genre_scores_gemma":[0.6972787,0.003805723,0.009341615,0.05389826,0.0003247154,0.0001830305,0.00232102,0.0001957781,0.2326511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1706417,"threshold_uncertainty_score":0.9619381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00799136550124752,"score_gpt":0.2530316302026209,"score_spread":0.2450402647013734,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}