{"id":"W4403048567","doi":"10.1016/j.jcrimjus.2024.102297","title":"When failure is the option: Unravelling sexual assault outcomes","year":2024,"lang":"en","type":"article","venue":"Journal of Criminal Justice","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Université Laval","funders":"","keywords":"Sexual assault; Psychology; Criminology; Medical emergency; Medicine; Computer security; Poison control; Human factors and ergonomics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001369934,0.0001172223,0.0002008729,0.0001035147,0.000676668,0.0003529967,0.0003089381,0.00009116427,0.0002767242],"category_scores_gemma":[0.0005311586,0.00007071772,0.0001125278,0.0002486277,0.0001706607,0.0004317825,0.00003436894,0.0004177333,0.00006350256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007651095,"about_ca_system_score_gemma":0.0002341293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270787,"about_ca_topic_score_gemma":0.0001348483,"domain_scores_codex":[0.9981908,0.0001582566,0.0003792612,0.0001210165,0.0009312353,0.0002194531],"domain_scores_gemma":[0.9982049,0.000823714,0.0001711581,0.00008829161,0.0006173141,0.00009465106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001001256,0.0001226712,0.001287127,0.0004799343,0.0006749149,0.0002166664,0.6615977,0.0008666266,0.0001553223,0.0797479,0.228194,0.02655705],"study_design_scores_gemma":[0.0001784786,0.0001132161,0.0006315979,0.00008455975,0.00177216,0.00004583663,0.4896887,0.0006242637,0.00003364164,0.001478835,0.505199,0.0001497528],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4095401,0.01572407,0.1366348,0.3785788,0.0195712,0.0006299632,0.00003589837,0.0003151489,0.03896999],"genre_scores_gemma":[0.9783852,0.0004973169,0.003902468,0.002551825,0.003818392,0.000002798843,8.5014e-7,0.0000193811,0.01082178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5688451,"threshold_uncertainty_score":0.5204451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07013251831700541,"score_gpt":0.3781778380966136,"score_spread":0.3080453197796083,"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."}}