{"id":"W1995211677","doi":"10.1177/1043986214553375","title":"The Search for Suitable Homicide Co-Offenders Among Gang Members","year":2014,"lang":"en","type":"article","venue":"Journal of Contemporary Criminal Justice","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Homicide; Criminology; Psychology; Suicide prevention; Poison control; Computer security; Medical emergency; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001128118,0.000198354,0.0003804987,0.002892481,0.001918846,0.001793182,0.0008032381,0.0003816807,0.00282591],"category_scores_gemma":[0.00843691,0.0002267018,0.0001842495,0.00251715,0.0006058732,0.001848998,0.001976591,0.0004978146,0.0002684554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493928,"about_ca_system_score_gemma":0.001752961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04302863,"about_ca_topic_score_gemma":0.1353339,"domain_scores_codex":[0.9990041,0.0004016958,0.0000601818,0.0002143205,0.0001236959,0.0001960326],"domain_scores_gemma":[0.9966058,0.001045116,0.001175697,0.0002579622,0.0004871467,0.0004283485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006127387,0.00006316401,0.9707013,0.00007592906,0.00003245218,0.0002203035,0.0155302,0.00008206953,0.0003589398,0.0005530527,0.000304357,0.01201684],"study_design_scores_gemma":[0.000004622436,0.00005283821,0.9408389,0.00008708808,0.00003072804,0.0002690172,0.05540659,0.0008432509,0.0001881368,0.0006372845,0.001631079,0.00001040474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986558,0.0001532807,0.0002209282,0.00007391782,0.000002141773,0.0000378923,0.0001157454,0.00000238738,0.0007379217],"genre_scores_gemma":[0.998715,0.0001626217,0.0005663204,0.00001979715,0.000003517378,0.0000659788,0.0002144766,0.0000023342,0.0002498975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04302863,"threshold_uncertainty_score":0.08555633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111217042819717,"score_gpt":0.3968101254794964,"score_spread":0.2856884211975247,"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."}}