{"id":"W2133458930","doi":"10.3138/cpp.33.2.251","title":"Parental Work Arrangements and Child Development","year":2007,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Child development; Cognition; Political science; Policy development; Psychology; Developmental psychology; Economic growth; Sociology; Public relations; Public administration; Engineering; Economics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006605353,0.00009055076,0.00007368253,0.000503756,0.001052266,0.0001931997,0.000177104,0.00007057207,0.0003823699],"category_scores_gemma":[0.0002159141,0.0001005073,0.00001654314,0.000704456,0.0001235608,0.0001621764,0.00002178626,0.0000899062,0.0001477859],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009548631,"about_ca_system_score_gemma":0.009117367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1760627,"about_ca_topic_score_gemma":0.742152,"domain_scores_codex":[0.9986808,0.00002879759,0.0001616809,0.0001738105,0.0002242064,0.0007306477],"domain_scores_gemma":[0.9982253,0.00001985445,0.00003573899,0.00009772555,0.00005195439,0.001569444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001968376,0.00003467602,0.4395693,0.000005388601,0.00004060801,0.000009612827,0.05708875,4.768707e-8,2.785841e-7,0.1260935,0.02274374,0.3544122],"study_design_scores_gemma":[0.00006670389,0.000001395933,0.4492784,0.000008116234,6.042757e-7,0.000001145511,0.001507514,1.531119e-8,0.000002558513,0.0001108211,0.5489427,0.00008001482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.471759,0.0002528173,0.00002704284,0.04786594,0.0005230756,0.0002705799,0.000005153963,0.00007120636,0.4792252],"genre_scores_gemma":[0.9895732,0.00002764843,0.0004506277,0.005766529,0.0005471813,0.000007513412,0.0000174605,0.000008918043,0.003600878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5660893,"threshold_uncertainty_score":0.9965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087518934250852,"score_gpt":0.2896465607451509,"score_spread":0.2687713714026424,"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."}}