{"id":"W2937773187","doi":"10.1073/pnas.1806000116","title":"Same-sex marriage legalization associated with reduced implicit and explicit antigay bias","year":2019,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Legalization; Social psychology; Psychology; Implicit bias; Criminology; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001310019,0.00009766702,0.0001823924,0.0002005709,0.0001874234,0.00004061165,0.0004319136,0.0001214552,0.00007934577],"category_scores_gemma":[0.0003559008,0.00006514861,0.00003674052,0.0007774053,0.0003538516,0.0003997929,0.00006703236,0.0001486198,0.000006963744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003376606,"about_ca_system_score_gemma":0.00004282317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001898814,"about_ca_topic_score_gemma":9.291913e-7,"domain_scores_codex":[0.9984938,0.00001829058,0.0002934181,0.0002770229,0.0007144855,0.0002029753],"domain_scores_gemma":[0.9990684,0.0001235038,0.0005299957,0.00001287837,0.0002198928,0.00004537293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004065936,0.00009125358,0.6923276,0.0002039512,0.00005203024,1.028816e-8,0.001480608,0.000008954862,0.08297907,0.2161968,0.006300223,0.0003188344],"study_design_scores_gemma":[0.0004544156,0.0001167767,0.9724827,0.00006915985,0.00002316975,0.000009220398,0.0003134004,0.000114682,0.006882284,0.01924971,0.0001752008,0.0001093033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477899,0.00008759355,3.081942e-7,0.00427784,0.00004694878,0.0002622414,0.00001648054,0.00001595254,0.04750274],"genre_scores_gemma":[0.9946557,0.00003447347,0.00006603578,0.0005225131,0.00008395284,0.000008254146,4.434037e-7,0.000006638128,0.004621975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.280155,"threshold_uncertainty_score":0.2656683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07757121534560107,"score_gpt":0.3686185334421563,"score_spread":0.2910473180965553,"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."}}