{"id":"W4386227915","doi":"10.36315/2023v2end063","title":"BARRIERS TO REPORTING SEXUAL VIOLENCE IN HIGHER EDUCATION: POWER DYNAMICS AND ANTICIPATED COSTS","year":2023,"lang":"en","type":"article","venue":"Education and new developments","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dynamics (music); Power (physics); Sexual violence; Computer science; Business; Psychology; Criminology; Pedagogy; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004078785,0.00007698924,0.000100618,0.0001800165,0.0003517088,0.00007346884,0.00005527972,0.00004819908,0.0001734004],"category_scores_gemma":[0.0007082239,0.00008123001,0.00000448966,0.0008669627,0.00003924992,0.0001363988,0.0000443617,0.00004955753,0.00002713322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162651,"about_ca_system_score_gemma":0.001562021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017034,"about_ca_topic_score_gemma":0.001710514,"domain_scores_codex":[0.9990867,0.0000419255,0.0002969136,0.0002204396,0.0001705038,0.0001834814],"domain_scores_gemma":[0.9993887,0.00004061463,0.0001275717,0.00005570518,0.000108808,0.0002786209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004637879,0.00002661821,0.8529827,0.000005305244,0.000007761795,5.465301e-7,0.03090209,0.000001230046,0.000009818828,0.002261378,0.01217732,0.1016206],"study_design_scores_gemma":[0.00009467346,0.000007684497,0.9113072,0.00006030567,0.000002517741,5.602797e-7,0.06054888,0.000009261627,0.000005846935,0.0002162059,0.02762416,0.0001227054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804313,0.00007910279,0.000008536415,0.007358615,0.001561895,0.0001924182,8.478719e-7,0.00005856629,0.01030872],"genre_scores_gemma":[0.9626958,0.0001183566,0.0005839748,0.001422034,0.00008825834,0.00003434547,0.00001891515,0.00000694986,0.03503131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014979,"threshold_uncertainty_score":0.3312464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07662283985258793,"score_gpt":0.3998447509070248,"score_spread":0.3232219110544369,"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."}}