{"id":"W1137064038","doi":"10.1007/s10508-015-0605-2","title":"Correlates of a Single-Item Indicator Versus a Multi-Item Scale of Outness About Same-Sex Attraction","year":2015,"lang":"en","type":"article","venue":"Archives of Sexual Behavior","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychology; Attraction; Sexual behavior; Scale (ratio); Public health; Social psychology; Clinical psychology; 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":[0.0002444913,0.0001204927,0.000338541,0.0001514882,0.0000817855,0.000008588081,0.0003196696,0.0001432137,0.00005093361],"category_scores_gemma":[0.0002846418,0.0001195623,0.00008296145,0.0001802532,0.00123395,0.0001490795,0.00006280177,0.0001313228,0.000009423439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003380154,"about_ca_system_score_gemma":0.0001084845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826932,"about_ca_topic_score_gemma":0.001000811,"domain_scores_codex":[0.9985613,0.0001933853,0.0004406885,0.0002321556,0.0003258802,0.0002465998],"domain_scores_gemma":[0.9986451,0.0005205446,0.0004192574,0.0001809476,0.00008103258,0.00015307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006042568,0.001816631,0.7008225,0.00003535624,0.00005166286,0.000003205725,0.1161161,0.000001411025,0.102729,0.0004974129,0.00008295757,0.07723942],"study_design_scores_gemma":[0.002797581,0.001782875,0.8833399,0.00007401172,0.0001907401,0.000002128719,0.0970026,0.0000214006,0.01354105,0.0001742763,0.0008057263,0.0002676662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947085,0.0001582307,0.00008608988,0.00005725031,0.001044569,0.0002502205,0.0000476726,0.00003228632,0.003615217],"genre_scores_gemma":[0.9982961,0.00001482465,0.0007896399,0.000009338954,0.0001000186,0.00002296337,0.00001361057,0.00001393587,0.0007395449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825174,"threshold_uncertainty_score":0.4875609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207361938372289,"score_gpt":0.3840131257320277,"score_spread":0.2632769318947988,"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."}}