{"id":"W3199724157","doi":"10.36939/ir.202109081443","title":"Discounting Life: The Impact of Gender, Race, Domestic Violence, and Ideal Victim Status on Second Degree Murder Sentencing in Canada","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Situational ethics; Criminology; Domestic violence; Social psychology; Psychology; Race (biology); Homicide; Political science; Ideal (ethics); Punitive damages; Sanctions; Poison control; Sociology; Law; Suicide prevention; Gender studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726054,0.0002679274,0.0005319531,0.001749407,0.009910703,0.00332741,0.002026721,0.0006230106,0.003625182],"category_scores_gemma":[0.01242623,0.0003155136,0.0006428059,0.002005639,0.002351351,0.001003384,0.003399871,0.001673994,0.0001931485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06122331,"about_ca_system_score_gemma":0.08815502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993566,"about_ca_topic_score_gemma":0.9972423,"domain_scores_codex":[0.9973351,0.0003820329,0.0000928958,0.000226382,0.0008546471,0.001109],"domain_scores_gemma":[0.9922357,0.001003124,0.001451428,0.0002039499,0.002396948,0.002708836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000296386,0.0002541197,0.9466177,0.00004405897,0.00005903552,0.0005295153,0.02828145,0.0003663671,0.0002403872,0.002302668,0.002360703,0.01864751],"study_design_scores_gemma":[0.00001038021,0.0000907415,0.9390104,0.0001007205,0.00004724852,0.0001668368,0.05614848,0.0008546243,0.0001481113,0.0002809589,0.003096306,0.00004517527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952814,0.0001750659,0.000028732,0.0007409341,0.00001197197,0.00002579632,0.0001877615,0.000003676472,0.003544519],"genre_scores_gemma":[0.9980102,0.0002739819,0.00005848875,0.00006571014,0.000003554829,0.000006843635,0.0001234726,0.000004836794,0.001453028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06122331,"threshold_uncertainty_score":0.4442083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179988801804306,"score_gpt":0.3261589327057907,"score_spread":0.3043590446877476,"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."}}