{"id":"W2918672854","doi":"10.4324/9781351201995-6","title":"Canadian universities and sexual violence","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sexual violence; Criminology; Psychology; Political science; Gender studies; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001002044,0.0001133065,0.0001261801,0.00009804514,0.0002778575,0.0000587933,0.0001771946,0.0002465415,0.002759686],"category_scores_gemma":[0.000002518346,0.0001207663,0.00002557464,0.00001142232,0.0001981245,0.00006831152,0.00003372867,0.0001321084,0.0002589208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202223,"about_ca_system_score_gemma":0.001996234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8164214,"about_ca_topic_score_gemma":0.9567629,"domain_scores_codex":[0.9993234,0.00001283499,0.00005897818,0.0002004478,0.0001808302,0.0002235093],"domain_scores_gemma":[0.9995388,0.00002893942,0.00002905965,0.0001142917,0.00005378746,0.0002350686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.727139e-7,5.814289e-7,0.0001196894,0.000008088774,0.00001403863,0.000009154765,0.00794829,6.339562e-8,1.419928e-7,0.9853109,0.002119405,0.004468931],"study_design_scores_gemma":[0.00004187087,0.00001777556,0.00009198418,0.0000240804,0.00001594626,7.124509e-7,0.04146529,0.000001302829,1.930577e-7,0.01031992,0.9478311,0.0001898465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001392985,0.000554145,0.00000192345,0.0006501047,0.0002600849,0.0001104129,0.00002990337,0.00002829248,0.9969721],"genre_scores_gemma":[0.05649986,0.000722657,0.000007348767,0.0004277634,0.0001533618,2.008202e-7,0.000006438658,0.000008368021,0.942174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9749909,"threshold_uncertainty_score":0.9981519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206032819423345,"score_gpt":0.2423234783732148,"score_spread":0.2202631501789813,"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."}}