{"id":"W2995098718","doi":"10.5206/eei.v29i3.9387","title":"The Role of Quality ECE in Facilitating Mental Health and Well-Being in Children","year":2019,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mental health; Psychology; Early childhood; Conversation; Early childhood education; Developmental psychology; Quality (philosophy); Social emotional learning; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00323044,0.0001602959,0.000297354,0.000832424,0.003618414,0.003793823,0.0007152038,0.0004893601,0.003247428],"category_scores_gemma":[0.01413771,0.0002057185,0.0002855847,0.0009042064,0.003153735,0.001610741,0.007071505,0.001383962,0.0001103704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006491492,"about_ca_system_score_gemma":0.01524306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1941593,"about_ca_topic_score_gemma":0.3676988,"domain_scores_codex":[0.996552,0.001353652,0.0001299326,0.0001627705,0.000515705,0.001285907],"domain_scores_gemma":[0.9934399,0.001830121,0.001172253,0.0003428084,0.0009221035,0.002292892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001568883,0.000419247,0.4878995,0.001160439,0.0001271283,0.001288047,0.144341,0.0003893289,0.001091694,0.03058478,0.006630295,0.3259117],"study_design_scores_gemma":[0.00001774112,0.0001852264,0.7982367,0.002137905,0.00009631307,0.0008422702,0.1298214,0.0001319906,0.0007034407,0.004612076,0.06316726,0.00004771354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995193,0.009087482,0.001343359,0.01778415,0.0001401247,0.0000989573,0.0003328151,0.00006456917,0.07162915],"genre_scores_gemma":[0.9940995,0.002569513,0.001562378,0.0004469773,0.00001991202,0.00002731977,0.00004360586,0.000009150174,0.001221712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941593,"threshold_uncertainty_score":0.3860583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008411389672519629,"score_gpt":0.3463279193726151,"score_spread":0.3379165297000954,"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."}}