{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434317,0.0001969179,0.0003602547,0.001008184,0.001113134,0.002080163,0.0006329344,0.001139336,0.01650954],"category_scores_gemma":[0.008635063,0.0001766638,0.0005980355,0.001256351,0.0009051373,0.000835986,0.001747145,0.001142349,0.000834541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066035,"about_ca_system_score_gemma":0.001650948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02886551,"about_ca_topic_score_gemma":0.05472597,"domain_scores_codex":[0.998736,0.0004034024,0.00004525329,0.00008380671,0.00008427734,0.0006473138],"domain_scores_gemma":[0.9847888,0.006730659,0.002742764,0.0002798443,0.0003513472,0.005106644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007285988,0.0003765373,0.9902635,0.00001839618,0.00008622916,0.0002404258,0.0006325369,0.0001694743,0.0002326334,0.0006121779,0.0003157602,0.006323778],"study_design_scores_gemma":[0.00001559529,0.0002527001,0.9960917,0.00002346362,0.00003730003,0.0000536257,0.002571778,0.0001284696,0.00008946831,0.000200631,0.0005295184,0.000005776677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962583,0.000517945,0.00002130412,0.0005404402,0.00001226014,0.000003077295,0.0002166383,0.000002292035,0.00242779],"genre_scores_gemma":[0.9985753,0.0001218504,0.000009181858,0.00003167586,0.00001213944,0.000001659571,0.0000665852,0.00000143177,0.001180216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02886551,"threshold_uncertainty_score":0.05739498,"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."}}