{"id":"W2001021744","doi":"10.1159/000283756","title":"Verbal Characteristics of Male and Female Transsexuals","year":2010,"lang":"en","type":"article","venue":"Psychiatria Clinica","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Male to female; Vocabulary; Developmental psychology; Female to male; Gender identity; Sex ratio; Test (biology); Medicine; Social psychology; Linguistics; Population","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":[0.001128585,0.00008686714,0.0002521791,0.00003180839,0.0002186352,0.00002022131,0.0002444,0.0001363005,0.0008083963],"category_scores_gemma":[0.0005843585,0.0000845934,0.00007568958,0.0001245533,0.0004743797,0.00005181712,0.00004029195,0.0002252382,0.00002246522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004202216,"about_ca_system_score_gemma":0.00009471938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002423048,"about_ca_topic_score_gemma":0.00171218,"domain_scores_codex":[0.9988558,0.0001002376,0.0003930379,0.0002169389,0.000208921,0.0002250596],"domain_scores_gemma":[0.9990346,0.0003693776,0.0001702963,0.0002632881,0.00005917802,0.0001032202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001658372,0.0004800379,0.8031169,0.0001157718,0.0001536142,0.0000068954,0.07544762,6.811661e-8,0.001150248,0.06646813,0.006723949,0.04617089],"study_design_scores_gemma":[0.002678223,0.0004038909,0.562852,0.00002788243,0.0002321039,0.000007592655,0.02791399,0.000006341965,0.00007869183,0.005600335,0.399543,0.0006559181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307081,0.0002024602,0.00002996015,0.001809401,0.003905279,0.0001893138,0.00003499692,0.00003324807,0.06308731],"genre_scores_gemma":[0.9943355,0.0003041626,0.003370625,0.0001359264,0.0009006294,0.000005550417,0.000001966757,0.000009608422,0.0009359889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.392819,"threshold_uncertainty_score":0.8851373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788066357212824,"score_gpt":0.3823123949994281,"score_spread":0.3444317314272999,"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."}}