{"id":"W4411429124","doi":"10.1080/10439463.2024.2438265","title":"The role of the police in disaster management","year":2025,"lang":"en","type":"article","venue":"Policing & Society","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; York University; Government of the United Kingdom","keywords":"Emergency management; Criminology; Business; Public relations; Computer security; Public administration; Political science; Sociology; Law; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002029568,0.00004925141,0.00008201451,0.00002209233,0.0001501239,0.00001336739,0.00009566917,0.00002959866,0.000006905203],"category_scores_gemma":[0.000009389947,0.00002515344,0.0001356253,0.0004188656,0.00009995476,0.00001567216,0.0001474189,0.0001601233,0.000004137828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008863599,"about_ca_system_score_gemma":0.00003218075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082512,"about_ca_topic_score_gemma":0.0008312628,"domain_scores_codex":[0.9994621,0.00002818354,0.0001246127,0.00007569665,0.0001267923,0.0001825659],"domain_scores_gemma":[0.999646,0.00005430057,0.0000208693,0.0002332979,0.00002657308,0.0000189662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009751627,0.0004721499,0.683443,0.0005008444,0.000677444,8.5668e-7,0.03814946,0.00009311931,0.02818687,0.07172982,0.03293459,0.1437143],"study_design_scores_gemma":[0.0009150372,0.00003420829,0.9020271,0.0002773734,0.00006436949,0.000002872959,0.01512185,0.001826112,0.009394849,0.001534585,0.06873418,0.00006746008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835816,0.0001768497,0.0000280954,0.005502389,0.0000699152,0.0002925569,0.000001498388,0.00001258269,0.1103345],"genre_scores_gemma":[0.991125,0.0001688955,0.00003113614,0.0009795126,0.00004203505,0.00001618783,3.535405e-7,0.000004528107,0.007632325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2185841,"threshold_uncertainty_score":0.9957619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007317775608603748,"score_gpt":0.3136058166786495,"score_spread":0.3062880410700458,"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."}}