{"id":"W4413468831","doi":"10.29173/mlj1395","title":"Speaking into a Void: Parliamentary Action Ignored in Sexual Violence Sentencing","year":2025,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Realm; Appeal; Parliament; Criminology; Political science; Law; Action (physics); Jurisprudence; Psychology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01127768,0.0002447713,0.0006031489,0.001663584,0.04665405,0.01292844,0.003427118,0.005914852,0.00222285],"category_scores_gemma":[0.04535855,0.0007475751,0.0004618693,0.002819153,0.01875332,0.003607439,0.008600471,0.01066275,0.0002489138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09932436,"about_ca_system_score_gemma":0.1807245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.949158,"about_ca_topic_score_gemma":0.9800678,"domain_scores_codex":[0.9679174,0.01095666,0.0009281762,0.001339695,0.01027867,0.008579442],"domain_scores_gemma":[0.9804135,0.008239725,0.002163464,0.0007322544,0.005392641,0.003058525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002277456,0.0001797226,0.056515,0.0002792149,0.00006337919,0.007533158,0.4906419,0.0008374993,0.002131025,0.280802,0.04877375,0.1120156],"study_design_scores_gemma":[0.00007778301,0.0001918967,0.1495121,0.001582435,0.0003244987,0.001934567,0.5492432,0.003082046,0.00275686,0.04147144,0.2493973,0.0004259447],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6963199,0.004010714,0.003390919,0.1534391,0.0008847616,0.0001706928,0.00007896216,0.0001126564,0.1415922],"genre_scores_gemma":[0.9753528,0.000525191,0.0006737,0.01393711,0.00006564221,0.00002762598,0.00001813571,0.00003576315,0.009363877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09932436,"threshold_uncertainty_score":0.720652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887457452354695,"score_gpt":0.3293151229199837,"score_spread":0.3004405483964367,"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."}}