{"id":"W3156359962","doi":"10.1111/soc4.12881","title":"The gendered pandemic: The implications of COVID‐19 for work and family","year":2021,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":283,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); Sociology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Biology; Engineering; Medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000623467,0.00007104464,0.0001826466,0.00000859957,0.002505712,0.00000265495,0.0001414444,0.0001129623,0.00001804704],"category_scores_gemma":[0.0003659747,0.00003849021,0.0000575544,0.00006229835,0.0005735759,0.00001002404,0.0001502438,0.000230882,0.000004385814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003733901,"about_ca_system_score_gemma":0.0002324291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002206281,"about_ca_topic_score_gemma":0.0001592972,"domain_scores_codex":[0.9987931,0.0005144657,0.0002552534,0.0001398766,0.00003919558,0.0002580676],"domain_scores_gemma":[0.9941107,0.005325978,0.0001329461,0.0002313577,0.000156755,0.0000422428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002577177,0.00001108215,0.746766,0.0000290328,0.000126993,1.124431e-7,0.009084316,0.000001342723,0.0001321034,0.1202487,0.1229486,0.0006259529],"study_design_scores_gemma":[0.0004296267,0.00001659984,0.6627335,0.00000539116,0.00003168855,4.201607e-7,0.01614196,0.000002152336,0.000001795559,0.08821112,0.232381,0.00004474007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7317583,0.008650651,0.001635288,0.2538605,0.0005344342,0.0008459351,0.00006874792,0.00005676466,0.002589376],"genre_scores_gemma":[0.9924213,0.0007478012,0.00005410387,0.004968818,0.0001251185,0.0004838432,0.00002364843,0.000007680281,0.001167637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260663,"threshold_uncertainty_score":0.9987929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1960272680843931,"score_gpt":0.4653247190505181,"score_spread":0.269297450966125,"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."}}