{"id":"W4403614922","doi":"10.1017/s1743923x24000394","title":"When Councillors Sexually Harass: Legislative Sanctions and Gender-Based Violence in Canada’s Municipalities","year":2024,"lang":"en","type":"article","venue":"Politics & Gender","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Toronto Metropolitan University","funders":"","keywords":"Sanctions; Legislature; Political science; Criminology; Public administration; Psychology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0004167555,0.0001550627,0.0001561893,0.0001445287,0.0003404338,0.0001669684,0.0001497966,0.00008275056,0.0001270371],"category_scores_gemma":[0.0001231193,0.0001572485,0.00003863811,0.0001616579,0.0002869196,0.0001704795,0.00003956747,0.0002097722,0.000009110577],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407314,"about_ca_system_score_gemma":0.008758093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9711046,"about_ca_topic_score_gemma":0.9439308,"domain_scores_codex":[0.9979519,0.0002067036,0.0002665299,0.0003260229,0.0006011753,0.0006476727],"domain_scores_gemma":[0.999105,0.0003067449,0.00003746671,0.00018549,0.0001374184,0.0002279193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002941288,0.00003472167,0.03594663,0.0001435336,0.00007457157,0.00004636796,0.1717703,0.0005088311,0.00002475911,0.7874904,0.003475419,0.0004815547],"study_design_scores_gemma":[0.0006434837,0.00003667944,0.1098178,0.0001542132,0.0001347506,0.000009725494,0.3197991,0.01251083,0.0001301038,0.4237545,0.1320669,0.0009418815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7602796,0.003753889,0.001382528,0.004927778,0.00210383,0.0005706266,0.0003431091,0.0001658155,0.2264728],"genre_scores_gemma":[0.9955691,0.0001659691,0.0002281989,0.0007917843,0.0002363936,0.00002738969,0.00001724493,0.00001967379,0.002944283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3637359,"threshold_uncertainty_score":0.9968613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057683313545247,"score_gpt":0.3435009248769261,"score_spread":0.2377325935224014,"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."}}