{"id":"W4401953053","doi":"10.33915/etd.12618","title":"Bystander Interventions for Sexual Assault Prevention Among Students in Greek Life","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Thematic analysis; Intervention (counseling); Psychology; Sexual violence; Medical education; Population; Best practice; Medicine; Qualitative research; Nursing; Political science; Criminology; Environmental health; Sociology","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":[0.00772116,0.0004190327,0.001132704,0.002459261,0.001379658,0.001846069,0.001231239,0.001182293,0.005096515],"category_scores_gemma":[0.01759645,0.0002512052,0.00153384,0.002054595,0.0006958993,0.001401604,0.003604223,0.001072741,0.0002752151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768064,"about_ca_system_score_gemma":0.009926408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458189,"about_ca_topic_score_gemma":0.009880546,"domain_scores_codex":[0.9957378,0.002874447,0.0004229204,0.0002080594,0.000521775,0.0002349071],"domain_scores_gemma":[0.995563,0.002690537,0.000730667,0.0002011944,0.0004468591,0.0003676527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006252259,0.002297144,0.01701762,0.1065849,0.00129432,0.0004485807,0.03703481,0.0005501679,0.001556642,0.004568612,0.007033612,0.8209884],"study_design_scores_gemma":[0.004278822,0.01810761,0.230343,0.3753597,0.008459018,0.001288491,0.1126965,0.001173211,0.004697353,0.009634657,0.2337698,0.00019181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515799,0.1918502,0.00428461,0.01038108,0.001600106,0.01311388,0.0009964632,0.0001500076,0.02604365],"genre_scores_gemma":[0.7602116,0.2017075,0.01839415,0.002676275,0.0002724477,0.01343379,0.0005111312,0.00002123416,0.002771951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00772116,"threshold_uncertainty_score":0.04083389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09127739167485646,"score_gpt":0.4656429046219974,"score_spread":0.3743655129471409,"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."}}