{"id":"W4289822368","doi":"10.2139/ssrn.4162092","title":"The Effect of Childcare Access on Women's Careers and Firm Performance","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Earnings; Human capital; Subsidy; Productivity; Labour economics; Demographic economics; Government (linguistics); Childbirth; Economics; Maternity leave; Business; Economic growth; Accounting","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00305278,0.00008880993,0.0001209358,0.00005322857,0.002305041,0.00007683186,0.0005141682,0.00003008492,0.00001567189],"category_scores_gemma":[0.00005959291,0.00006301411,0.00005017218,0.0002454119,0.0001336978,0.0001140152,0.00008154034,0.001106749,7.814302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085748,"about_ca_system_score_gemma":0.0009528733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002195676,"about_ca_topic_score_gemma":0.0008336466,"domain_scores_codex":[0.9976935,0.0002970407,0.0001317279,0.0001137597,0.0004745082,0.001289421],"domain_scores_gemma":[0.9995441,0.0001312928,0.0001155339,0.0001046016,0.000037511,0.00006692544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004640266,0.0000515432,0.7583631,0.00002886436,0.0002889136,0.000003528026,0.03928351,0.001626969,0.00003824688,0.07774924,0.0001473393,0.1219548],"study_design_scores_gemma":[0.004226927,0.01345914,0.3056182,0.00004272051,0.0001303321,0.0001569881,0.5823233,0.0007714609,0.00006174491,0.05075637,0.04157178,0.0008810537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994812,0.001709703,0.000009226383,0.0003972149,0.0003343951,0.0001336428,0.000003854867,0.00001103224,0.002588916],"genre_scores_gemma":[0.9922304,0.006843787,7.024332e-7,0.00006295881,0.0000965895,0.00001681788,9.920046e-7,0.000009173686,0.0007385719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5430397,"threshold_uncertainty_score":0.9989938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005488397907534238,"score_gpt":0.2514750123275782,"score_spread":0.2459866144200439,"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."}}