{"id":"W4411592469","doi":"10.5958/2456-7523.2024.00014.2","title":"Socio-economic status of transgender community","year":2024,"lang":"en","type":"article","venue":"The Social ION","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Sociology; Socioeconomic status; Socioeconomics; Geography; Gender studies; Political science; Demography; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003601927,0.0001402488,0.0002473916,0.001561499,0.002334269,0.001188587,0.0003991547,0.0003024109,0.01597753],"category_scores_gemma":[0.001916162,0.00009556927,0.0002319623,0.001365531,0.0004950497,0.0007969501,0.001230143,0.0008096984,0.001711701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000586362,"about_ca_system_score_gemma":0.001032327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749639,"about_ca_topic_score_gemma":0.02419445,"domain_scores_codex":[0.9995193,0.0000568144,0.00003535621,0.00003807266,0.000138186,0.0002121181],"domain_scores_gemma":[0.999139,0.00007023654,0.0002309044,0.00002705918,0.0002191051,0.0003136451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620324,0.0005713409,0.896444,0.0004380422,0.00006624938,0.002025112,0.01658789,0.0001703749,0.0009480988,0.006174903,0.0126389,0.06377313],"study_design_scores_gemma":[0.000008140969,0.0001315957,0.9320082,0.0003688892,0.00003478351,0.001188527,0.02920033,0.0002159565,0.0001922149,0.001334518,0.03527086,0.00004593639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931233,0.001935148,0.0002336839,0.001907196,0.000143669,0.0001423201,0.003235917,0.00001774224,0.06115133],"genre_scores_gemma":[0.9880776,0.001494885,0.000194195,0.0003862017,0.00004512881,0.0001151886,0.001109123,0.000008134989,0.008569601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01749639,"threshold_uncertainty_score":0.05345017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102602519129172,"score_gpt":0.4505461912519045,"score_spread":0.3402859393389873,"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."}}