{"id":"W2605167256","doi":"10.18357/jcs.v40i3.15168","title":"Balancing Play-Based Learning With Curricular Mandates: Considering the Views of Northern Canadian Teachers and Early Childhood Educators","year":2015,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Brandon University; University of Toronto","funders":"","keywords":"Curriculum; Early childhood; Early childhood education; Pedagogy; Perception; Psychology; Sociology; Mathematics education; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738788,0.0001691699,0.0003953826,0.0002106957,0.0006616543,0.00008817103,0.0002031812,0.00005001015,0.000007629264],"category_scores_gemma":[0.0009210486,0.0001053829,0.00007747715,0.0003094969,0.000283693,0.0002080979,0.00002699322,0.0003901895,0.000002630537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259054,"about_ca_system_score_gemma":0.004238964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009012317,"about_ca_topic_score_gemma":0.06007746,"domain_scores_codex":[0.9982948,0.0002435021,0.0004590791,0.0001409536,0.0005422894,0.000319373],"domain_scores_gemma":[0.9982786,0.0001693747,0.0005296774,0.0001058711,0.0005232866,0.0003932478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003640773,0.00004287349,0.585744,0.000004352073,0.0002130514,0.000005017584,0.4107448,0.0002085872,7.017647e-7,0.00004925795,0.0006894994,0.00229419],"study_design_scores_gemma":[0.0006985969,0.0001997519,0.7238916,0.0003309234,0.00008677877,0.00002562871,0.256976,4.716631e-7,0.0000271053,0.0001853479,0.0174079,0.0001699927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849589,0.007761331,0.00001104795,0.005670775,0.000322646,0.0002063568,0.000001037521,0.00001176914,0.001056062],"genre_scores_gemma":[0.9982103,0.0003637156,0.0007787967,0.0003314849,0.0002528228,0.000004085785,4.797029e-7,0.00001521728,0.0000431307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537689,"threshold_uncertainty_score":0.9975867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584793593174171,"score_gpt":0.2888859597576068,"score_spread":0.2630380238258651,"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."}}