{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009031108,0.0001119638,0.0002257943,0.00001239359,0.0001722811,0.00002466388,0.0002163827,0.000083535,0.0000787036],"category_scores_gemma":[0.0001390624,0.00009513822,0.00007606189,0.000315278,0.0003347455,0.00007277352,0.0001230154,0.0002040786,5.142193e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082687,"about_ca_system_score_gemma":0.002938104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8872625,"about_ca_topic_score_gemma":0.9853171,"domain_scores_codex":[0.9982419,0.0003538749,0.0002456791,0.0002885942,0.0004926015,0.0003773631],"domain_scores_gemma":[0.9993591,0.0001695216,0.00008676384,0.0001988664,0.00003988641,0.0001459122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003705327,0.00002157639,0.8838131,0.00001552156,0.0000373158,0.00000337405,0.112185,0.00007053631,0.000003403018,0.0002614119,0.003521102,0.00006392526],"study_design_scores_gemma":[0.0008599469,0.0000013592,0.838902,0.000008432922,0.000007660769,8.576467e-7,0.1588278,0.00001192926,0.000006482069,0.001034086,0.0002457305,0.00009375373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912794,0.004008673,0.00001268134,0.001167037,0.0001616738,0.0002770719,0.00001740117,0.00001270125,0.003063341],"genre_scores_gemma":[0.9950023,0.003553271,0.00005886947,0.001153811,0.00005655266,0.0000280608,0.000008527695,0.000009094312,0.0001294624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09805457,"threshold_uncertainty_score":0.5212071,"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."}}