{"id":"W4413345157","doi":"10.1016/j.psyneuen.2025.107581","title":"Sexual orientation and steroid hormones in relation to sexually polymorphic cognition","year":2025,"lang":"en","type":"article","venue":"Psychoneuroendocrinology","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Sexual orientation; Steroid; Hormone; Psychology; Sex steroid; Relation (database); Cognition; Orientation (vector space); Developmental psychology; Biology; Endocrinology; Social psychology; Neuroscience; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007919013,0.0001652487,0.0001960526,0.0005194886,0.00008753846,0.00002175102,0.00008074442,0.00005631618,0.0001417851],"category_scores_gemma":[0.0002210075,0.0001883436,0.00001784912,0.0004937581,0.00008607122,0.00009777575,0.00007159777,0.0002352741,0.0001116386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002730886,"about_ca_system_score_gemma":0.00001731433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002221009,"about_ca_topic_score_gemma":0.0002154482,"domain_scores_codex":[0.9983022,0.0002245429,0.0003606841,0.0006266398,0.00008099256,0.0004048936],"domain_scores_gemma":[0.999171,0.000394754,0.00006763655,0.0002344417,0.00007395794,0.00005819277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001252934,0.0005347725,0.5993344,0.00007144211,0.0001001095,0.0002334359,0.004924302,0.00001204704,0.01796095,0.04824669,0.00245084,0.3248781],"study_design_scores_gemma":[0.001719672,0.000467338,0.9898978,0.00002318783,0.00002677685,0.0001234912,0.002429694,0.00002912194,0.0001085574,0.003090353,0.001921635,0.0001623769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767882,0.0003024809,0.001273141,0.003383603,0.00126171,0.0004817628,0.0000120994,0.0001000299,0.01639693],"genre_scores_gemma":[0.9958103,0.0000147358,0.0001958292,0.001907283,0.00006513467,0.0001630456,0.00002325347,0.00001677546,0.00180359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3905634,"threshold_uncertainty_score":0.7680429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931115604938891,"score_gpt":0.327109588864098,"score_spread":0.2977984328147091,"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."}}