{"id":"W2164445669","doi":"","title":"An Exploratory Study of Leadership in Co-offending","year":2003,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Extant taxon; Criminology; Juvenile delinquency; Exploratory research; Empirical research; Social psychology; Sociology; Social science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003582165,0.0001639784,0.0002736248,0.000848531,0.00025439,0.00003687266,0.0004513877,0.0002282351,0.001207362],"category_scores_gemma":[0.00003101086,0.0002165492,0.0001237052,0.0007002864,0.00007098449,0.00044197,0.00001036699,0.0002888585,0.00002232844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302042,"about_ca_system_score_gemma":0.0001576764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402753,"about_ca_topic_score_gemma":0.9176468,"domain_scores_codex":[0.9982759,0.0005641058,0.0002230645,0.0003324859,0.0003216652,0.0002828203],"domain_scores_gemma":[0.9992996,0.00004352097,0.0002001595,0.0002395353,0.0001065045,0.0001107166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001042331,0.001781293,0.9675555,0.0001292107,0.00007986379,0.0001128023,0.01953984,0.00001586594,0.00001700781,0.001495584,0.007948416,0.001220406],"study_design_scores_gemma":[0.0005536196,0.0002024519,0.00482843,0.0001287147,0.00005942441,1.761979e-10,0.9726636,0.000001414209,0.0002600008,0.00001662531,0.02107763,0.0002080491],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949833,0.00005997801,0.000007136263,0.00001616001,0.0004376597,0.0003453576,0.00001804555,0.00003310003,0.04924959],"genre_scores_gemma":[0.9769952,0.0000408173,0.000005027531,0.00001476771,0.00003514759,0.000001720292,0.0001408001,0.00001811616,0.02274843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9627271,"threshold_uncertainty_score":0.9997057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211346595798725,"score_gpt":0.3333405424091401,"score_spread":0.2122058828292676,"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."}}