{"id":"W4400909279","doi":"10.1073/pnas.2400582121","title":"The impact of marriage equality campaigns on stress: Did a Swiss public vote get under the skin?","year":2024,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Lesbian; Politics; Public health; Biological sex; Psychology; Queer; Social psychology; Political science; Gender studies; Sociology; Medicine","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":[0.0008688553,0.0001987906,0.0001529166,0.0003744474,0.0009214029,0.001356924,0.0001747075,0.0006791956,0.0054008],"category_scores_gemma":[0.002114048,0.0001048395,0.0003081282,0.000321519,0.0008938565,0.0006775854,0.001106295,0.0007759032,0.0003219972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210362,"about_ca_system_score_gemma":0.0009633299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03459471,"about_ca_topic_score_gemma":0.05097356,"domain_scores_codex":[0.9992164,0.000295202,0.00001771155,0.00009619839,0.0001215069,0.0002529092],"domain_scores_gemma":[0.9988475,0.0002971994,0.0003553186,0.00005451571,0.0001006814,0.0003447563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005654565,0.0002725367,0.9548544,0.00009459428,0.00009533092,0.0005094997,0.01480942,0.0002027512,0.001266094,0.001213032,0.00313524,0.02298166],"study_design_scores_gemma":[0.000007453224,0.0001473083,0.9877202,0.00004498909,0.00001782896,0.00004694191,0.009215611,0.0001138356,0.0001460708,0.0001156201,0.002414116,0.00001009389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953253,0.0002957221,0.00004659175,0.001821227,0.00005443311,0.000004378704,0.0001488372,0.000003133978,0.00230033],"genre_scores_gemma":[0.9992884,0.00009403186,0.00001127719,0.000126204,0.00003232441,0.000003850863,0.0000671731,0.000001605562,0.0003750995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459471,"threshold_uncertainty_score":0.06878668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09472077765963823,"score_gpt":0.3956128195734713,"score_spread":0.3008920419138331,"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."}}