{"id":"W104706969","doi":"10.1086/719732","title":"Mother’s Time Allocation, Child Care and Child Cognitive Development","year":2022,"lang":"en","type":"preprint","venue":"Journal of Human Capital","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Commission; Collegio Carlo Alberto; York University","keywords":"Child care; Time allocation; Cognition; Productivity; Child development; Cognitive development; Psychology; Paternal care; Developmental psychology; Demographic economics; Medicine; Economics; Nursing; Economic growth; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006012931,0.0002154956,0.0003534044,0.0002045814,0.001236196,0.0001690687,0.0004077644,0.0001817816,0.000578558],"category_scores_gemma":[0.00006707635,0.0002186432,0.0001452824,0.00008132001,0.0001985963,0.0001209993,0.000297243,0.0009320142,0.00001102994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004035852,"about_ca_system_score_gemma":0.0007303529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001415843,"about_ca_topic_score_gemma":0.0004576894,"domain_scores_codex":[0.9980652,0.0001859806,0.0005031124,0.0002504059,0.0007396761,0.0002556044],"domain_scores_gemma":[0.9985422,0.00004319709,0.0006146204,0.0001160516,0.0005070092,0.0001768635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003457585,0.0002794385,0.02364574,0.000191349,0.0006642881,0.00008658267,0.9660159,0.0001846712,0.00001750681,0.005231945,0.000962411,0.002685596],"study_design_scores_gemma":[0.001831543,0.0005390967,0.3332256,0.0009860414,0.0003827917,0.00008818004,0.633879,0.00001388776,0.0000269367,0.005942637,0.02185647,0.001227803],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955071,0.004654222,0.00004138264,0.0003101176,0.0006837273,0.0002860636,0.00005332923,0.00002124708,0.03887894],"genre_scores_gemma":[0.9970968,0.0006699925,0.0003025215,0.0001793073,0.0007123708,0.000008918444,0.00008199205,0.00002925785,0.0009188139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3321369,"threshold_uncertainty_score":0.9507948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403806058637979,"score_gpt":0.2755196802185527,"score_spread":0.2614816196321729,"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."}}