{"id":"W2999373226","doi":"","title":"A Review of Research on Early Childhood Teacher Beliefs and Practice","year":2010,"lang":"en","type":"review","venue":"Early childhood education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Pedagogy; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002432448,0.000984761,0.002986576,0.005752804,0.0003932384,0.001487375,0.001190714,0.001341566,0.00340104],"category_scores_gemma":[0.006560886,0.000534147,0.00103664,0.00770807,0.0007563525,0.001515675,0.0009078329,0.001205446,0.0003946606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511388,"about_ca_system_score_gemma":0.005398017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008589829,"about_ca_topic_score_gemma":0.02225442,"domain_scores_codex":[0.9990306,0.0002401427,0.0003074467,0.0001333535,0.0002414933,0.00004686538],"domain_scores_gemma":[0.9956622,0.003210374,0.000539371,0.00004543776,0.000453116,0.00008953206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001354724,0.00006993807,0.0007439348,0.2639767,0.0005491971,0.0001412368,0.0003526615,0.0001448837,0.0003108947,0.001077275,0.01105655,0.7214412],"study_design_scores_gemma":[0.0001430592,0.0002433886,0.01532398,0.4404424,0.005174813,0.002017721,0.001193565,0.0001096928,0.0004262809,0.001925132,0.5329181,0.00008187802],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008935744,0.9995924,0.00002339272,0.0001038953,0.00003480437,0.00000440265,0.00002437723,0.000001041856,0.0001263694],"genre_scores_gemma":[0.0005106126,0.9992632,0.00008944122,0.00005639416,0.00002071213,0.00000598114,0.00001471993,3.127928e-7,0.0000386463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008589829,"threshold_uncertainty_score":0.01707965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07018698001223413,"score_gpt":0.4429864472095392,"score_spread":0.3727994671973051,"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."}}