{"id":"W4411238653","doi":"10.35502/jcswb.466","title":"Re-thinking the critical incident response (CIR) for police officers involved in ambush situations","year":2025,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Barrie Urology Group; Aurora College","funders":"","keywords":"Incident response; Psychology; Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007798023,0.000975185,0.0004265176,0.001382179,0.004454326,0.004774078,0.001816589,0.002212106,0.009449518],"category_scores_gemma":[0.03682485,0.0005095486,0.0006394699,0.0003345177,0.002355269,0.003899395,0.004423272,0.004844614,0.002275804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842848,"about_ca_system_score_gemma":0.009384244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023232,"about_ca_topic_score_gemma":0.005897151,"domain_scores_codex":[0.9934404,0.004213692,0.0003468476,0.0003123506,0.001040071,0.0006465814],"domain_scores_gemma":[0.9874047,0.004437331,0.001797169,0.0006477311,0.002533641,0.003179462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007828546,0.001547013,0.01285698,0.001916967,0.0001101902,0.003221594,0.05133684,0.0009754749,0.00538276,0.01184598,0.123202,0.7868213],"study_design_scores_gemma":[0.0005761117,0.005106884,0.03265158,0.007478943,0.0003334032,0.01345471,0.3917784,0.008098918,0.009221586,0.07124028,0.4593714,0.0006878081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.422424,0.0147158,0.1255556,0.2483272,0.01794222,0.005682313,0.0003123269,0.004251887,0.1607887],"genre_scores_gemma":[0.852456,0.008874175,0.09891194,0.01548279,0.002385528,0.001268083,0.0001747999,0.0003078651,0.02013875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009449518,"threshold_uncertainty_score":0.04124033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05034126951474118,"score_gpt":0.3893184488899648,"score_spread":0.3389771793752236,"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."}}