{"id":"W2134018870","doi":"10.1177/0093854811435208","title":"The Violent Crime Linkage Analysis System","year":2012,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Memorial University of Newfoundland","funders":"","keywords":"Linkage (software); Inter-rater reliability; Officer; Psychology; Reliability (semiconductor); Misconduct; Engineering; Computer security; Computer science; Political science; Law; Developmental psychology","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":[0.03151741,0.0006219406,0.00105047,0.01386778,0.00186101,0.00206251,0.001400745,0.0004283891,0.01114531],"category_scores_gemma":[0.05497827,0.0006954356,0.0008915204,0.008588148,0.000684127,0.001948545,0.0063191,0.001277781,0.004079742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683567,"about_ca_system_score_gemma":0.007681829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009190072,"about_ca_topic_score_gemma":0.008404084,"domain_scores_codex":[0.968425,0.01537331,0.005228537,0.002898409,0.00727306,0.0008016936],"domain_scores_gemma":[0.9249139,0.01862301,0.01383658,0.00854036,0.03170815,0.002378033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001706606,0.0006457974,0.2641857,0.001540804,0.0006136239,0.0003184935,0.008187776,0.002658499,0.004758527,0.01274671,0.1007045,0.6019331],"study_design_scores_gemma":[0.000639425,0.001497235,0.6714808,0.0009663666,0.0005342537,0.001281646,0.005342912,0.03221654,0.0140633,0.01197511,0.2594274,0.0005750249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4727365,0.001204446,0.2883614,0.002113416,0.0008378371,0.02476429,0.08501781,0.02112486,0.1038394],"genre_scores_gemma":[0.5837566,0.0007406521,0.2962154,0.0007520798,0.0004985885,0.02682682,0.05708653,0.001803006,0.03232043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151741,"threshold_uncertainty_score":0.1666819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08289267560503771,"score_gpt":0.3987147150377063,"score_spread":0.3158220394326686,"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."}}