{"id":"W2964014846","doi":"10.1037/sgd0000346","title":"Individual variation in gender/sex category definitions.","year":2019,"lang":"en","type":"article","venue":"Psychology of Sexual Orientation and Gender Diversity","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Variation (astronomy); Psychology; Gender identity; Social psychology; Developmental psychology","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":[0.001957354,0.00007788767,0.0001125135,0.001127918,0.0003424145,0.0008879483,0.0001844846,0.0001840885,0.003784871],"category_scores_gemma":[0.01050773,0.00006024203,0.00009724718,0.0007716601,0.0007355515,0.0004039539,0.0006960906,0.0003446382,0.0002859481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020011,"about_ca_system_score_gemma":0.0001783942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823836,"about_ca_topic_score_gemma":0.003606878,"domain_scores_codex":[0.99845,0.0008763003,0.00005661523,0.0002393058,0.0002972891,0.00008034117],"domain_scores_gemma":[0.995793,0.002297188,0.0005797998,0.0004980783,0.0006108073,0.0002212398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006567852,0.000256917,0.7408899,0.0001547576,0.0003197701,0.0001886964,0.03619593,0.0006268284,0.02068794,0.03173618,0.004945676,0.1633406],"study_design_scores_gemma":[0.000006362347,0.00008007406,0.9812041,0.00003561142,0.00002404213,0.0001987333,0.006011752,0.0004449698,0.0008752675,0.005744113,0.005356497,0.00001861216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790021,0.0005018804,0.001231493,0.0001507997,0.00004642467,0.00001766913,0.0002266426,0.00001119655,0.0188118],"genre_scores_gemma":[0.9990501,0.00005845412,0.0002456876,0.00002595683,0.000004580481,0.00001025141,0.00009312791,0.000004842388,0.0005069569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003784871,"threshold_uncertainty_score":0.01266164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510765586840759,"score_gpt":0.3681664171011241,"score_spread":0.2170898584170483,"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."}}