{"id":"W4413570778","doi":"10.64628/aam.ggfhv53ta","title":"Toronto van attack: Guilty verdict, but Canada still needs to tackle ideological violence","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Verdict; Ideology; Criminology; Political science; Law; Computer security; Sociology; Computer science; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004074781,0.0002632214,0.0003971017,0.00003847124,0.0003014557,0.0002731083,0.001023533,0.0002842246,0.05185795],"category_scores_gemma":[0.0003365847,0.0002482688,0.0002809483,0.000143784,0.0001107381,0.0001294369,0.001519247,0.0003571089,0.00006465255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147953,"about_ca_system_score_gemma":0.001664619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951522,"about_ca_topic_score_gemma":0.9987237,"domain_scores_codex":[0.9975234,0.000237126,0.0004416577,0.0005710323,0.0006665621,0.0005601833],"domain_scores_gemma":[0.9983831,0.00008822239,0.0001114409,0.0006469558,0.0003095769,0.0004607218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003489686,0.0005496577,0.04636932,0.0001870047,0.000401905,0.0002232887,0.01475949,0.001031554,0.0001648639,0.01137923,0.8860227,0.03887602],"study_design_scores_gemma":[0.000239934,0.0001383652,0.03893941,0.0008873246,0.0001226844,0.000003681182,0.053796,0.000171694,0.0003010834,0.0007255887,0.9034085,0.00126579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7604296,0.001020244,0.004111311,0.005314395,0.004155446,0.0006214532,0.0002492903,0.0001612049,0.2239371],"genre_scores_gemma":[0.9685738,0.0001858775,0.0005060643,0.001653358,0.0005347884,0.0000704607,0.00006832588,0.00001505446,0.02839228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081442,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05927371588110169,"score_gpt":0.3645831180831947,"score_spread":0.305309402202093,"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."}}