{"id":"W2023965170","doi":"10.1080/00224499.2014.893553","title":"Sex and Gender Diversity Among Transgender Persons in Ontario, Canada: Results From a Respondent-Driven Sampling Survey","year":2014,"lang":"en","type":"article","venue":"The Journal of Sex Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Transgender; Gender dysphoria; Respondent; Demography; Population; Lesbian; Gender diversity; Psychology; Gender studies; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01218904,0.0001212085,0.0002899731,0.0003265813,0.0006038334,0.00005024082,0.000611847,0.000130549,0.0003311323],"category_scores_gemma":[0.0003991939,0.00009266361,0.00004458136,0.0002574862,0.0002234862,0.0001171638,0.0002084081,0.001745933,0.000008796397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006003085,"about_ca_system_score_gemma":0.00111677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982517,"about_ca_topic_score_gemma":0.9985322,"domain_scores_codex":[0.9937115,0.004089177,0.0004526451,0.0002167691,0.0009274161,0.0006024474],"domain_scores_gemma":[0.9958997,0.003078828,0.000153328,0.0003536104,0.0002196084,0.0002948822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001322704,0.00005942726,0.9209544,0.00001978068,0.0001001944,0.00004936276,0.06200247,0.0000440859,0.00007297815,0.00002010301,0.01492686,0.0004276538],"study_design_scores_gemma":[0.001680409,0.0001209845,0.9925356,0.00001287939,0.00002481604,0.00002520705,0.004139877,0.00003441309,0.000003949693,0.0005831989,0.0007481331,0.00009053222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933159,0.0002096609,0.00005110127,0.001074707,0.0002513969,0.000155501,0.00008383224,0.000003377477,0.004854537],"genre_scores_gemma":[0.9932953,0.0001156396,0.00002594838,0.00011184,0.0002306832,8.027822e-7,0.000006422845,0.0000139469,0.006199449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07158122,"threshold_uncertainty_score":0.7585309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3257947825685421,"score_gpt":0.4257811775355827,"score_spread":0.09998639496704065,"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."}}