{"id":"W2113951358","doi":"10.1177/1057567714548452","title":"“Homicide and Violence—International and Cross-National Research”","year":2014,"lang":"en","type":"article","venue":"International Criminal Justice Review","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Homicide; Criminology; Language change; Construct (python library); Political science; Poison control; Psychology; Human factors and ergonomics; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01227787,0.0004279781,0.0009038359,0.006162189,0.0009941715,0.001893869,0.0007050658,0.0008933742,0.002323911],"category_scores_gemma":[0.02751293,0.0003836906,0.0008403507,0.01297442,0.0016022,0.002948412,0.002076068,0.001015443,0.0003123903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177543,"about_ca_system_score_gemma":0.001871013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131136,"about_ca_topic_score_gemma":0.01648147,"domain_scores_codex":[0.9880211,0.008387456,0.0009535677,0.001115501,0.001093795,0.0004286184],"domain_scores_gemma":[0.9763065,0.01202466,0.006371495,0.001612151,0.003019594,0.0006655704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009332789,0.0002825181,0.6685663,0.005120224,0.002159637,0.0001744123,0.00708735,0.0002184935,0.0001299484,0.0153901,0.01049012,0.2902876],"study_design_scores_gemma":[0.00001291753,0.0002324431,0.9451862,0.006898681,0.0005722778,0.0007730955,0.009929332,0.0001451373,0.000141303,0.001642005,0.03443974,0.00002679301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3577802,0.5889047,0.001972828,0.007424855,0.001295437,0.000204671,0.00151929,0.00002003823,0.04087802],"genre_scores_gemma":[0.666097,0.3242287,0.00314297,0.001940714,0.0009276339,0.0003523723,0.001632078,0.00001509972,0.001663487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01227787,"threshold_uncertainty_score":0.06493235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2043026166071766,"score_gpt":0.5467392603520447,"score_spread":0.342436643744868,"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."}}