{"id":"W4287831671","doi":"10.1017/bpp.2022.18","title":"Information effects on parental choices for early childhood education and care","year":2022,"lang":"en","type":"article","venue":"Behavioural Public Policy","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Early childhood education; Psychology; Test (biology); Child care; Sample (material); Conjoint analysis; Social psychology; Medical education; Developmental psychology; Nursing; Medicine; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007800554,0.0002470988,0.0002798572,0.000511634,0.000726356,0.001405699,0.0003983589,0.0006372043,0.006410247],"category_scores_gemma":[0.04553831,0.0002456579,0.0005260429,0.0007640845,0.0008999364,0.0005291175,0.0007796068,0.000808691,0.0001875888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766777,"about_ca_system_score_gemma":0.001364046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02050266,"about_ca_topic_score_gemma":0.0167781,"domain_scores_codex":[0.9902377,0.006960892,0.0003964939,0.0004427759,0.001459261,0.0005029589],"domain_scores_gemma":[0.9360966,0.05103095,0.008238018,0.001652661,0.001356984,0.001624753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01568562,0.01094566,0.849175,0.0004724879,0.0004787643,0.000604699,0.02209441,0.001776823,0.002622315,0.002871427,0.0008760591,0.09239679],"study_design_scores_gemma":[0.0003639336,0.003094597,0.9792765,0.0001705113,0.0003425682,0.0001114706,0.009707923,0.00157945,0.001754398,0.00123242,0.002319292,0.00004698574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970576,0.0001230223,0.00009559782,0.0001892772,0.000006867306,0.00003398436,0.0001018025,0.000002976433,0.002388991],"genre_scores_gemma":[0.9991473,0.000090018,0.000234475,0.00003861508,0.000002708067,0.00002746567,0.00003771538,0.000001324059,0.0004202837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02050266,"threshold_uncertainty_score":0.04125375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680522847454224,"score_gpt":0.3047853400709768,"score_spread":0.2879801115964346,"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."}}