{"id":"W2924775894","doi":"10.1177/183693911303800203","title":"The Quality of Early Childhood Education and Care Services in Australia","year":2013,"lang":"en","type":"article","venue":"Australasian Journal of Early Childhood","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Australian Research Council; Department of Education and Training, Queensland Government; State Government of Victoria; Queensland Government; Queensland University of Technology; University of Melbourne","keywords":"Early childhood education; Early childhood; Quality (philosophy); Psychology; Child care; Scale (ratio); Pedagogy; Developmental psychology; Nursing; Geography; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040359,0.0001983458,0.0003415705,0.0002289672,0.0003787905,0.000346054,0.0005656558,0.0001588115,0.0001539469],"category_scores_gemma":[0.0001609704,0.0001548005,0.0001356517,0.0004630365,0.0002558212,0.0009309462,0.00004042529,0.0004774111,0.00003442129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025436,"about_ca_system_score_gemma":0.001736715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007691774,"about_ca_topic_score_gemma":0.001725427,"domain_scores_codex":[0.997264,0.0003838802,0.001039459,0.000209592,0.0006714456,0.0004316774],"domain_scores_gemma":[0.9978406,0.0001579089,0.0008479834,0.0002373137,0.0005667614,0.0003494546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008862183,0.0003132323,0.5518754,0.00002066888,0.00006287703,9.204143e-7,0.4028541,0.000002335037,0.00003130235,0.002766802,0.000355565,0.04170797],"study_design_scores_gemma":[0.0004783881,0.0001618574,0.9093155,0.0001803246,0.00001665445,0.000008177325,0.08574712,1.851464e-8,0.00005331861,0.003392909,0.0004971989,0.0001485555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929537,0.0007712969,0.000001300796,0.002778271,0.0006399074,0.0004404589,0.000003969139,0.00001137254,0.00239972],"genre_scores_gemma":[0.9981266,0.0002265113,0.0006227874,0.00008457411,0.0003863099,0.00001002514,0.000002705398,0.00001491809,0.0005256157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574401,"threshold_uncertainty_score":0.9989161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178307409057371,"score_gpt":0.3149564874575465,"score_spread":0.2971257465518093,"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."}}