{"id":"W1967398999","doi":"10.1080/01924036.2009.9678796","title":"A Summary Analysis of Police Deaths in Australia: Implications for Prevention","year":2009,"lang":"en","type":"article","venue":"International Journal of Comparative and Applied Criminal Justice","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Quarter (Canadian coin); Duty; Criminology; Accidental; Political science; Business; Law; Geography; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003840639,0.00007866454,0.000395584,0.0004418761,0.00002453988,0.000006333354,0.00009249394,0.00005612788,0.00001608393],"category_scores_gemma":[0.00003645352,0.00006869587,0.0001527389,0.0001849797,0.00004411799,0.0000830782,0.000008427961,0.0001340945,5.347804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003885507,"about_ca_system_score_gemma":0.00003769984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001401446,"about_ca_topic_score_gemma":0.00002351693,"domain_scores_codex":[0.9991139,0.00004349583,0.0005457071,0.00009726176,0.0001129738,0.00008669441],"domain_scores_gemma":[0.9988271,0.0002728845,0.0004038588,0.00005596708,0.0003918759,0.00004828808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.02960229,0.00436222,0.04038369,0.0005109081,0.009951573,0.00002105315,0.01809418,0.006874876,0.1938082,0.640631,0.005670039,0.05008992],"study_design_scores_gemma":[0.002032077,0.001010603,0.9610487,0.0001700754,0.01102267,0.00009486444,0.002191155,0.0005268613,0.004635054,0.01679661,0.0003611342,0.0001102434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725592,0.0001403355,0.02494093,0.0007006106,0.00006794457,0.0001648361,0.00001968785,0.00000224644,0.001404218],"genre_scores_gemma":[0.9943044,0.00007143397,0.005054433,0.00026729,0.0001321384,0.000006144858,0.00004429387,0.000001865676,0.0001179944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.920665,"threshold_uncertainty_score":0.2801336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265820763962613,"score_gpt":0.4714990859219222,"score_spread":0.344917009525661,"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."}}