{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041481,0.0002147951,0.00035484,0.0003493769,0.0003775781,0.0002909035,0.0002781279,0.0004015283,0.0004251983],"category_scores_gemma":[0.000482365,0.0002077311,0.0002269239,0.0005052551,0.00005822275,0.0002560331,0.00003653035,0.0002679988,0.0000534662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176555,"about_ca_system_score_gemma":0.0002446944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483929,"about_ca_topic_score_gemma":0.32167,"domain_scores_codex":[0.9977736,0.0001405173,0.0005775477,0.0004307753,0.0007741674,0.0003034314],"domain_scores_gemma":[0.9991066,0.000142826,0.0001896103,0.0001093832,0.0003578252,0.00009370094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005127909,0.003796576,0.1866343,0.00662932,0.003077029,0.00004227615,0.3945948,0.0001834875,0.00002008959,0.03296891,0.3443714,0.02716909],"study_design_scores_gemma":[0.001760902,0.0003485634,0.1171579,0.002068007,0.0006296496,2.807877e-7,0.8313394,0.0002670284,0.000007207788,0.007798377,0.03759121,0.001031487],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8552297,0.003938215,0.004070617,0.001070186,0.01000292,0.005370256,0.0001020888,0.0006649901,0.1195511],"genre_scores_gemma":[0.4502423,0.000183112,0.0001567378,0.00005184192,0.0004158113,0.000717284,0.001000465,0.00004450737,0.5471879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4367446,"threshold_uncertainty_score":0.8471029,"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."}}