{"id":"W4404780244","doi":"10.37134/saecj.vol12.1.9.2023","title":"Cultural sensitivity scale for early childhood educators: Development and validation","year":2023,"lang":"en","type":"article","venue":"Southeast Asia Early Childhood Journal","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Scale (ratio); Sensitivity (control systems); Psychology; Early childhood; Developmental psychology; Geography; Engineering; Cartography","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":[0.006766504,0.0004186556,0.0006075861,0.002320812,0.0007595153,0.0009113807,0.0006258007,0.0004451987,0.001431763],"category_scores_gemma":[0.0150445,0.0003470926,0.0009877096,0.001116667,0.0004123099,0.0006993302,0.001368386,0.00120368,0.0003335216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008470914,"about_ca_system_score_gemma":0.002253854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040457,"about_ca_topic_score_gemma":0.004121091,"domain_scores_codex":[0.9965435,0.0009784121,0.0007654149,0.0001430731,0.00141451,0.0001551302],"domain_scores_gemma":[0.9893342,0.003419728,0.001320659,0.0006652131,0.004427498,0.0008327068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003412963,0.001241721,0.7204399,0.0009887543,0.0003160636,0.0007245087,0.01280447,0.001191184,0.005951618,0.001571865,0.003339498,0.2510891],"study_design_scores_gemma":[0.00007259901,0.0007723942,0.968245,0.0004436769,0.0001148824,0.001127315,0.007870483,0.002362816,0.002139435,0.001021784,0.01573387,0.00009577459],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732488,0.00104723,0.01051707,0.000364651,0.0001488806,0.002692126,0.0009003075,0.0001002442,0.01098069],"genre_scores_gemma":[0.9418206,0.001348233,0.0502754,0.0001714922,0.00003773122,0.003158972,0.001467422,0.00002645771,0.001693603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006766504,"threshold_uncertainty_score":0.03578508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765557790021959,"score_gpt":0.2826359770913863,"score_spread":0.2649803991911667,"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."}}