{"id":"W3136985585","doi":"10.1177/08912432211001287","title":"Covid-19 and The Gender Gap in Employment Among Parents of Young Children in Canada","year":2021,"lang":"en","type":"article","venue":"Gender & Society","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Demographic economics; Inequality; Coronavirus disease 2019 (COVID-19); Equity (law); Gender gap; Political science; Sociology; Economic growth; Economics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00159894,0.000161531,0.0004103841,0.000889206,0.008788358,0.003092022,0.001082923,0.000563847,0.004892553],"category_scores_gemma":[0.004089444,0.0002649212,0.000365678,0.001906097,0.002288674,0.0008673051,0.002977791,0.001652883,0.0002178986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03636014,"about_ca_system_score_gemma":0.07243512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900003,"about_ca_topic_score_gemma":0.9956335,"domain_scores_codex":[0.9981724,0.0001384338,0.00004648302,0.0001194617,0.0004063964,0.001116811],"domain_scores_gemma":[0.9969193,0.0003313288,0.000476822,0.00006874456,0.00106279,0.001141033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050352,0.0000772431,0.868495,0.00008468032,0.00003904241,0.0008038514,0.08647116,0.00012568,0.0002051156,0.004048842,0.009881061,0.02966314],"study_design_scores_gemma":[0.000007152587,0.00002646396,0.7866877,0.0004813159,0.00001972675,0.0002238691,0.1953861,0.0001975951,0.0001180586,0.0005100635,0.01630702,0.00003490212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97872,0.002287037,0.0000782281,0.006580955,0.0001033477,0.00002130011,0.0009781978,0.000006448884,0.01122446],"genre_scores_gemma":[0.997264,0.0008984336,0.00004736544,0.0004468919,0.000009146203,0.000009287754,0.0001376792,0.000005539644,0.001181619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03636014,"threshold_uncertainty_score":0.2638125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04702667346588638,"score_gpt":0.2947277704897958,"score_spread":0.2477010970239094,"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."}}