{"id":"W7027497273","doi":"","title":"Conceptualizing GBSV and Culture Change in a Post-Secondary Academic Institution","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Culture change; SAFER; Academic institution; Organizational culture","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":[0.0005141125,0.0001641089,0.0002086668,0.0004667081,0.0006363635,0.0001181299,0.0002950144,0.0002794359,0.00002356147],"category_scores_gemma":[0.0001264752,0.0001822424,0.00003967037,0.001224268,0.0003239723,0.00218832,0.0002424575,0.0005314962,0.0001150034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634422,"about_ca_system_score_gemma":0.0001183171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202619,"about_ca_topic_score_gemma":0.01810334,"domain_scores_codex":[0.9984798,0.0002916935,0.0001666079,0.0003677629,0.0002924734,0.0004017064],"domain_scores_gemma":[0.9994166,0.00008300338,0.00009647411,0.0001176177,0.0001319557,0.0001543312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002605274,0.00001219592,0.936739,0.00001711166,0.00001647186,0.00006648669,0.06022011,0.000003318213,0.0001074481,0.0009704509,0.00000323391,0.001818067],"study_design_scores_gemma":[0.0007217407,0.00004325573,0.9481246,0.00009622413,0.00002003629,0.000002387862,0.02748576,5.710482e-7,0.00003755517,0.0001533909,0.02307264,0.0002418099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965257,0.0004213705,0.00002073235,0.001149726,0.0002974443,0.0003123875,0.00002248405,0.0002597225,0.0009904093],"genre_scores_gemma":[0.9931967,0.001474767,0.000007052925,0.0007051729,0.0001796463,0.000003607447,0.0000286128,0.00001255898,0.004391878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03273434,"threshold_uncertainty_score":0.9998137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156023737611067,"score_gpt":0.4054209458174094,"score_spread":0.1898185720563027,"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."}}