{"id":"W4411501261","doi":"10.1007/s43477-025-00172-8","title":"Scaling Up a Kindergarten and Pre-K Curriculum with a Focus on Teacher Agency","year":2025,"lang":"en","type":"article","venue":"Global Implementation Research and Applications","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"LEGO Foundation; W.K. Kellogg Foundation","keywords":"Curriculum; Agency (philosophy); Focus (optics); Mathematics education; Scaling; Pedagogy; Sociology; Psychology; Physics; Mathematics; Social science; Geometry; Optics","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":[0.01772437,0.000894926,0.000725845,0.002469781,0.004161084,0.007454372,0.003506408,0.001228524,0.005737178],"category_scores_gemma":[0.04576242,0.0006652048,0.001340746,0.002149269,0.003298694,0.007429265,0.009641585,0.003133113,0.001530408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007988675,"about_ca_system_score_gemma":0.02321448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007978056,"about_ca_topic_score_gemma":0.01642047,"domain_scores_codex":[0.9881368,0.004890847,0.001107849,0.001393807,0.002163689,0.002306926],"domain_scores_gemma":[0.9700637,0.009633295,0.002393773,0.006195814,0.005865497,0.005847803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001810258,0.005503464,0.05748798,0.002897413,0.000146001,0.0008758394,0.06622908,0.003979056,0.009648923,0.0227877,0.00998684,0.8202767],"study_design_scores_gemma":[0.0003859232,0.008865359,0.3319435,0.006376171,0.0004325246,0.001453496,0.2062985,0.00313515,0.0340325,0.03575141,0.3708926,0.000432959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8605925,0.0008421416,0.06410921,0.005189214,0.0003895722,0.005717207,0.0003044019,0.001575905,0.06127992],"genre_scores_gemma":[0.7942477,0.0008069602,0.1931791,0.0007518878,0.00004245511,0.003550997,0.0003224427,0.0003488217,0.00674955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772437,"threshold_uncertainty_score":0.09373659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04026174210877966,"score_gpt":0.4750923968024882,"score_spread":0.4348306546937085,"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."}}