{"id":"W4390340300","doi":"10.1177/01461672231218340","title":"Local Legislation is Associated With Regional Transgender Attitudes","year":2023,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transgender; Legislation; Prejudice (legal term); Psychology; Social psychology; Context (archaeology); Identity (music); Social identity theory; Political science; Social group; Law","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":[0.0008108539,0.00008603601,0.0001335697,0.0005312972,0.0004746235,0.0005471481,0.000228015,0.000251896,0.002934659],"category_scores_gemma":[0.005849578,0.00008929636,0.0001548952,0.0005853528,0.0006361664,0.0002959182,0.0006859662,0.000408276,0.0002321627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034296,"about_ca_system_score_gemma":0.0003396258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006198692,"about_ca_topic_score_gemma":0.0161933,"domain_scores_codex":[0.9994556,0.0002581577,0.00003609288,0.00007899349,0.0001032682,0.00006776605],"domain_scores_gemma":[0.9931583,0.001094243,0.004487748,0.0003737579,0.0004354113,0.0004506107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004185403,0.00006935371,0.9921643,0.00001557847,0.00002052337,0.00003487227,0.001869554,0.00005120967,0.0005444338,0.0001611514,0.00006730293,0.004959785],"study_design_scores_gemma":[9.116629e-7,0.00003542911,0.9980028,0.000008871185,0.000007325127,0.00003950173,0.001510154,0.00005786493,0.0001064271,0.00003522841,0.0001932989,0.000002111065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989411,0.00003760852,0.00005358865,0.00005183134,0.00000156033,0.000001380438,0.00001709376,0.000001228077,0.0008945001],"genre_scores_gemma":[0.9997523,0.00003468223,0.00004689401,0.00001007011,0.000002358121,0.000002046128,0.00002283806,9.546463e-7,0.0001277218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006198692,"threshold_uncertainty_score":0.01232523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160022344142542,"score_gpt":0.40575600869508,"score_spread":0.2897537742808258,"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."}}