{"id":"W4210768460","doi":"10.1111/cars.12372","title":"Sexual Identity‐Behavior Discordance in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Sexual behavior; Demography; Identity (music); Lesbian; Psychology; Sociology; Gender studies; Social psychology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001949492,0.0002210239,0.0004618962,0.002653681,0.006476259,0.001693877,0.001344159,0.0003576187,0.002756928],"category_scores_gemma":[0.007311189,0.0003140488,0.0004365882,0.006468538,0.001290213,0.0005016463,0.002208683,0.0007978179,0.0001690179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0437348,"about_ca_system_score_gemma":0.07436301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977025,"about_ca_topic_score_gemma":0.9981823,"domain_scores_codex":[0.9969441,0.000287275,0.0001541609,0.0003206352,0.001426727,0.0008671306],"domain_scores_gemma":[0.9940597,0.0005469567,0.0008478265,0.0001689008,0.003471275,0.0009053285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008832294,0.0000453069,0.9372084,0.0001289004,0.0000476943,0.000245434,0.02590512,0.000190055,0.0002378879,0.0014502,0.004005789,0.03044694],"study_design_scores_gemma":[0.000008319809,0.00003085838,0.9696721,0.000129879,0.0000219847,0.0001183867,0.02228296,0.0003109879,0.0001861567,0.0001269146,0.007076402,0.00003505548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808456,0.001115266,0.0001983726,0.001107204,0.00003749378,0.00009735196,0.003332515,0.0000169868,0.01324926],"genre_scores_gemma":[0.99522,0.0007383044,0.0002906084,0.0002664919,0.000005434599,0.00003682949,0.001186359,0.000006815103,0.002249122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0437348,"threshold_uncertainty_score":0.3173197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06472499287486387,"score_gpt":0.3430409962103455,"score_spread":0.2783160033354816,"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."}}