{"id":"W4243212481","doi":"10.31235/osf.io/x6ph4","title":"Decline in Marriage Associated with the COVID-19 Pandemic in the United States","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Metropolitan area; Cohabitation; Demography; Closure (psychology); Demographic economics; Outbreak; Government (linguistics); Geography; 2019-20 coronavirus outbreak; Political science; Economic growth; Socioeconomics; Sociology; Economics; Medicine; 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":[0.00399214,0.0002503936,0.0003315813,0.0001522343,0.0003046127,0.0002184859,0.001304659,0.0003785729,0.00006973989],"category_scores_gemma":[0.00151881,0.0001354733,0.00006864437,0.001556845,0.0003782269,0.00003549837,0.000369629,0.001239838,0.000006680918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005159067,"about_ca_system_score_gemma":0.001187193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1066314,"about_ca_topic_score_gemma":0.6304979,"domain_scores_codex":[0.9961921,0.001900168,0.0003537123,0.0004253003,0.0006670078,0.0004617097],"domain_scores_gemma":[0.9972875,0.001902634,0.0002148467,0.0003551279,0.000099909,0.0001400582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004577876,0.0001171294,0.7902097,0.00002994009,0.00006884636,0.00005566639,0.1835753,0.01317045,0.000001744003,0.008583732,0.004050536,0.00009123434],"study_design_scores_gemma":[0.001954004,0.00008550198,0.4244145,0.00007997149,0.00009679025,0.000001469121,0.4164912,0.0148091,1.734068e-7,0.06941532,0.071846,0.0008060492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257076,0.0001043684,0.001395679,0.06357282,0.000203091,0.001135814,0.0001270109,0.0001680365,0.007585594],"genre_scores_gemma":[0.9605057,0.001180147,0.00006219973,0.03688272,0.00009051048,0.000077803,0.0005600645,0.00002002203,0.0006208427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5238665,"threshold_uncertainty_score":0.8993176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07713733899052433,"score_gpt":0.339234280531696,"score_spread":0.2620969415411716,"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."}}