{"id":"W2946205310","doi":"","title":"Analysis of 'Multicultural' Activities in Teacher's Manual for Ages 3-5 Nuri Curriculum","year":2013,"lang":"en","type":"article","venue":"Early childhood education","topic":"Multicultural Education and Local Wisdom","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Curriculum; Pedagogy; Mathematics education; Psychology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002315519,0.0001129235,0.0002227784,0.0002606992,0.0001804427,0.0001172617,0.0001797729,0.00009865902,0.0007074167],"category_scores_gemma":[0.0003734634,0.00009294952,0.0001466652,0.0007963842,0.0001188712,0.0006426949,0.00001080147,0.0001041887,0.0000271356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370007,"about_ca_system_score_gemma":0.0002597909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03719404,"about_ca_topic_score_gemma":0.003503721,"domain_scores_codex":[0.9989077,0.0001363176,0.000277174,0.0002153003,0.0002203912,0.0002431597],"domain_scores_gemma":[0.9992768,0.0001095937,0.0001610719,0.0001338875,0.0002053839,0.0001132495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003292664,0.001941001,0.1001723,0.000013509,0.0002402527,3.06871e-8,0.8133632,0.00007214549,0.0003458972,0.002303781,0.008842933,0.07270168],"study_design_scores_gemma":[0.0001419281,0.00001987469,0.8686961,0.00001936181,0.0001018679,5.631303e-8,0.1282783,0.00004588556,0.00009393689,0.0001362598,0.002340209,0.0001261605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931203,0.0001072342,0.000007976436,0.002847397,0.0004724113,0.0007884064,0.000006653346,0.00003330595,0.002616366],"genre_scores_gemma":[0.9940879,0.00002075287,0.00059152,0.0001098111,0.000310288,0.0002755426,0.00009429031,0.000006599761,0.00450329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7685238,"threshold_uncertainty_score":0.9692174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061079119228855,"score_gpt":0.318680429131028,"score_spread":0.3080696379387394,"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."}}