{"id":"W7117786097","doi":"10.47678/cjhe.v55i4.190623","title":"Ending Gender-Based Sexual Violence on Canadian Campuses: Peer Educator Perspectives","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complicity; Compassion; Legitimacy; Sexual violence; Higher education; Empathy; Discipline; Academic freedom; Sexual abuse","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.008056586,0.0005763916,0.0005286144,0.002201983,0.0484576,0.01188953,0.003314004,0.002295024,0.008063128],"category_scores_gemma":[0.02122818,0.0003439393,0.0004111175,0.002400643,0.01216181,0.003521177,0.01061388,0.004398223,0.0005102676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06056321,"about_ca_system_score_gemma":0.1684623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9346834,"about_ca_topic_score_gemma":0.9705445,"domain_scores_codex":[0.9877486,0.004389559,0.0002263322,0.0006724579,0.003166595,0.003796433],"domain_scores_gemma":[0.9830893,0.002550524,0.0007711956,0.0003715706,0.006940608,0.006276638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006202162,0.0001933552,0.02783225,0.0002400209,0.00002659147,0.00156258,0.8598018,0.0001655756,0.0007472548,0.02231683,0.03369992,0.05335187],"study_design_scores_gemma":[0.000004701185,0.00005196148,0.006529356,0.0001920641,0.00001755587,0.00015672,0.8968051,0.00008451024,0.0001786163,0.0006609259,0.09528206,0.00003644171],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7358659,0.005023455,0.001846129,0.08198268,0.001925697,0.0003493529,0.0002885297,0.0001138993,0.1726043],"genre_scores_gemma":[0.9762231,0.002652325,0.0006168268,0.003680555,0.0001021107,0.00005009375,0.00006232521,0.00004690392,0.01656585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9394368,"threshold_uncertainty_score":0.4394189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896032747446039,"score_gpt":0.3688552958603387,"score_spread":0.3298949683858783,"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."}}