{"id":"W2618461924","doi":"10.1177/183693911604100403","title":"The Selection of ECEC Programs by Australian Families: Quality, Availability, Usage and Family Demographics","year":2016,"lang":"en","type":"article","venue":"Australasian Journal of Early Childhood","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Early childhood education; Early childhood; Socioeconomic status; Educational attainment; Quality (philosophy); Psychology; Longitudinal study; Multilevel model; Developmental psychology; Demography; Medicine; Sociology; Economic growth; Economics; Population","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":[0.002973162,0.0001660185,0.0002648217,0.0009233592,0.001077724,0.0009136699,0.0006982906,0.0002625768,0.001817773],"category_scores_gemma":[0.01148826,0.0002697146,0.0002443924,0.001437247,0.0005851458,0.0009135425,0.001426399,0.0005334759,0.0002003137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761781,"about_ca_system_score_gemma":0.001590708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1528604,"about_ca_topic_score_gemma":0.212517,"domain_scores_codex":[0.9972371,0.001316748,0.0001783886,0.0002873219,0.0005894301,0.0003909538],"domain_scores_gemma":[0.9932649,0.00156635,0.003073464,0.0003278716,0.0009642714,0.0008030504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002401094,0.00003352465,0.9937984,0.00001154211,0.00001627864,0.00003432402,0.002344044,0.00003656566,0.00004801704,0.00004452007,0.00009007653,0.003518675],"study_design_scores_gemma":[5.542495e-7,0.00001950736,0.9984241,0.000008041185,0.000004069545,0.00002181801,0.001312493,0.00008559001,0.00001890089,0.00001738664,0.00008554896,0.000001978531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994375,0.000063723,0.00004913628,0.00006098878,7.086389e-7,0.000006865577,0.00009184139,6.49525e-7,0.0002885986],"genre_scores_gemma":[0.9995315,0.00007976812,0.0001145457,0.00001470795,7.951702e-7,0.00001252878,0.00006754871,0.000001037338,0.0001775542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1528604,"threshold_uncertainty_score":0.3039413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221787182264719,"score_gpt":0.2996739337030854,"score_spread":0.2774952154766135,"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."}}