{"id":"W4385971123","doi":"10.32920/23992626","title":"Addressing Violence and Harassment in Canada’s Senate: Critical Actors and Institutional Responses","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Realm; Politics; Political science; Racism; Criminology; Government (linguistics); White (mutation); Indigenous; Gender studies; Sociology; Law","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":[0.005890569,0.0005245361,0.0004246959,0.001896206,0.08486642,0.01840584,0.003053942,0.005434023,0.008412636],"category_scores_gemma":[0.008951294,0.0005208195,0.0005443178,0.002596208,0.02436065,0.002828889,0.01022637,0.01037448,0.0004971736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1879587,"about_ca_system_score_gemma":0.2713561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910586,"about_ca_topic_score_gemma":0.9966378,"domain_scores_codex":[0.9912991,0.001914417,0.0001192701,0.0004377676,0.001170586,0.005058863],"domain_scores_gemma":[0.9906179,0.001617903,0.0003250968,0.0002586578,0.002523528,0.004656943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000950316,0.0001588585,0.03392061,0.0001740963,0.00008251049,0.003947948,0.4438552,0.0005878892,0.00119957,0.312124,0.170776,0.0330783],"study_design_scores_gemma":[0.00001132941,0.00002596748,0.02075949,0.0003211946,0.00003600534,0.0001664472,0.617505,0.0002556532,0.0005492566,0.007853003,0.3524129,0.0001037233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3924036,0.006290236,0.001294408,0.3071917,0.001841502,0.0003204887,0.0004455065,0.00006781638,0.2901447],"genre_scores_gemma":[0.9098243,0.002556223,0.0004567888,0.03180176,0.000182985,0.0000822381,0.00009175496,0.00006195237,0.05494196],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1879587,"threshold_uncertainty_score":0.9418527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1870901734624171,"score_gpt":0.4240953277378379,"score_spread":0.2370051542754208,"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."}}