{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004192036,0.0001139071,0.0001453089,0.0009008554,0.0009608067,0.0001600968,0.0002565518,0.00009302829,0.0008222472],"category_scores_gemma":[0.0003962962,0.0001146729,0.00004630128,0.0006102452,0.0001720159,0.000186613,0.000002797888,0.0002007701,0.0000192997],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934344,"about_ca_system_score_gemma":0.03316155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5282384,"about_ca_topic_score_gemma":0.7799942,"domain_scores_codex":[0.9988322,0.0001375429,0.0002248427,0.0001615322,0.0002759478,0.0003678836],"domain_scores_gemma":[0.9979212,0.0001129341,0.0001355795,0.0001162788,0.0009961864,0.0007177897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001612189,0.0001331689,0.2943675,0.00002208995,0.0001257315,0.000010601,0.06956742,0.0002149549,0.00001267124,0.08214998,0.5440739,0.009305811],"study_design_scores_gemma":[0.0001499215,0.0000418783,0.08469085,0.00009761223,0.00003745326,0.000001154225,0.178836,0.000002674329,0.00001625863,0.001124257,0.7348515,0.0001504451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654854,0.01019563,0.0001531646,0.09060135,0.02033778,0.0005234726,0.00004563334,0.00003951174,0.2232495],"genre_scores_gemma":[0.9758922,0.00002006791,0.0001498478,0.002942332,0.0009094682,0.000008225045,0.000004962439,0.000009150475,0.02006369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3210382,"threshold_uncertainty_score":0.9723195,"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."}}