{"id":"W4403348828","doi":"10.1016/j.jcrimjus.2024.102301","title":"1200 paths and counting: A script analysis of firearms trafficking in the Province of Quebec, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Criminal Justice","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; International Centre for Comparative Criminology","funders":"Public Safety Canada","keywords":"Criminology; Transport engineering; Computer security; Forensic engineering; Psychology; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002685213,0.00006074141,0.0002319889,0.0002662967,0.00008582397,0.00007583437,0.0002888747,0.00003568763,0.00004744899],"category_scores_gemma":[0.0005643117,0.00003939695,0.00008116809,0.0008082743,0.000198252,0.000194773,0.00001615252,0.0002733918,1.453624e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085984,"about_ca_system_score_gemma":0.002322186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6222036,"about_ca_topic_score_gemma":0.8776407,"domain_scores_codex":[0.9981672,0.0002519524,0.0003746253,0.0000847242,0.0009177212,0.0002037857],"domain_scores_gemma":[0.9986795,0.0007614687,0.0001827973,0.00006753026,0.0002399668,0.00006875499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006786776,0.0007817809,0.05881014,0.008108109,0.002036021,0.003584624,0.6153041,0.004200077,0.003059297,0.03782201,0.01243275,0.2531824],"study_design_scores_gemma":[0.0003126689,0.0002185544,0.07098913,0.001358185,0.008593154,0.00002597921,0.9027076,0.006941128,0.0002726554,0.0001888434,0.008170445,0.0002216796],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948992,0.002307126,0.00009090605,0.001255055,0.0001386347,0.00006231412,0.000004474843,0.000001656343,0.001240613],"genre_scores_gemma":[0.9993472,0.0003130233,0.00004171605,0.00006418557,0.0001122024,5.490727e-7,2.532386e-7,0.000003053026,0.0001178886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2874035,"threshold_uncertainty_score":0.4119458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031863086649415,"score_gpt":0.3474106553225151,"score_spread":0.3070920244560209,"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."}}