{"id":"W2948178099","doi":"","title":"One Night of Pleasure or Risk","year":2018,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Pleasure; Hook; Psychology; Sexual violence; Social psychology; Sexual attraction; Sexual abuse; Criminology; Suicide prevention; Poison control; Sexual behavior; Medical emergency; Medicine","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":[0.001474421,0.0001055906,0.0001650822,0.0004786902,0.0007008861,0.0001423761,0.001597474,0.0000877311,0.0000937646],"category_scores_gemma":[0.0001688519,0.0001017959,0.00005672762,0.001714653,0.0003288676,0.0005160815,0.0009662573,0.0004244146,0.0001371394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697722,"about_ca_system_score_gemma":0.0001427229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003992803,"about_ca_topic_score_gemma":0.0001718866,"domain_scores_codex":[0.9975746,0.00008090588,0.0001307806,0.0004529018,0.001266679,0.000494176],"domain_scores_gemma":[0.9980538,0.00006484309,0.00009577283,0.0002543103,0.001342973,0.0001883376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003567414,0.003868875,0.258869,0.0007424268,0.001271898,0.0003399635,0.09423405,0.000005910254,0.1144334,0.2054935,0.08486611,0.2323074],"study_design_scores_gemma":[0.005269617,0.01040985,0.3605412,0.0004689242,0.00008882061,0.0000441299,0.02075237,0.002447866,0.2192978,0.003602202,0.3758664,0.001210866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534532,0.00001598157,0.005246487,0.0006906012,0.0001096344,0.0004279607,0.000004312233,0.0001829481,0.03986884],"genre_scores_gemma":[0.9884914,0.00008654084,0.00444186,0.00001453989,0.0001191061,0.000001150924,3.677206e-7,0.00000732465,0.006837774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2910003,"threshold_uncertainty_score":0.539072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0966976881498203,"score_gpt":0.3421495791866062,"score_spread":0.2454518910367859,"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."}}