{"id":"W7104000970","doi":"10.57814/vn41-fk88","title":"Cyber Trans Panic","year":2025,"lang":"","type":"article","venue":"","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006207222,0.000488547,0.0003511655,0.001681211,0.003187726,0.005700124,0.000404748,0.001222498,0.1021788],"category_scores_gemma":[0.003224654,0.0002352206,0.0004461816,0.000704266,0.00127828,0.002832744,0.003562199,0.003289049,0.01233609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018543,"about_ca_system_score_gemma":0.00115529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004675814,"about_ca_topic_score_gemma":0.007080457,"domain_scores_codex":[0.9993079,0.0001606319,0.00002812581,0.00008507082,0.0002081886,0.0002101276],"domain_scores_gemma":[0.9985936,0.0002598076,0.0001772937,0.0002890896,0.0002726912,0.0004074671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006979482,0.0006814181,0.06529038,0.0003706874,0.0001772718,0.002650753,0.01328154,0.0006737951,0.00192971,0.2145111,0.477909,0.2218264],"study_design_scores_gemma":[0.00008190789,0.0003946821,0.1226007,0.0003918259,0.0001068867,0.002194732,0.02887439,0.001607322,0.001726462,0.03098243,0.8109621,0.00007663329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1334895,0.0007008456,0.0008255164,0.01173665,0.002267005,0.00008471978,0.0008065471,0.0002798937,0.8498093],"genre_scores_gemma":[0.7623591,0.0008235919,0.0003305406,0.005598185,0.000801024,0.00009659462,0.0007538564,0.0001142996,0.2291228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1021788,"threshold_uncertainty_score":0.3418222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702860118545964,"score_gpt":0.3224295485216025,"score_spread":0.3054009473361429,"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."}}