{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136924,0.000106796,0.000225635,0.0007999208,0.0009264471,0.0008243871,0.0003592005,0.0004654444,0.003558266],"category_scores_gemma":[0.00542417,0.0001263397,0.0001879543,0.001211079,0.0005371629,0.000641902,0.001318609,0.001053928,0.0002110303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103199,"about_ca_system_score_gemma":0.0008018796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07088983,"about_ca_topic_score_gemma":0.1201696,"domain_scores_codex":[0.9995252,0.0001290929,0.00003515817,0.00008272567,0.00008812948,0.0001397179],"domain_scores_gemma":[0.9974045,0.0003003175,0.001169334,0.0001022152,0.000477151,0.0005463483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001093574,0.0000604656,0.982467,0.00003000964,0.00002801593,0.0001015881,0.001244482,0.0001147536,0.0001544762,0.000286129,0.002400726,0.01300299],"study_design_scores_gemma":[0.000001259357,0.00003430705,0.9969797,0.00002430452,0.000003203551,0.00004561241,0.001855155,0.0001029967,0.00002616292,0.00005031002,0.0008739562,0.00000310787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936232,0.0006402236,0.0001168686,0.001510521,0.00004857592,0.00001474939,0.001291057,0.00000963809,0.002745315],"genre_scores_gemma":[0.9975641,0.0004082829,0.00007899497,0.0002517247,0.00003697599,0.00000954852,0.001175193,0.00000302152,0.0004721143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07088983,"threshold_uncertainty_score":0.1409544,"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."}}