{"id":"W4406403365","doi":"10.5539/jel.v14n3p76","title":"Development of an Active Play Learning Model to Promote Executive Functions for Elementary School Students","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Child Therapy and Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Active learning (machine learning); Pedagogy; Computer science","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":[0.003055062,0.0006131185,0.000289033,0.0009392725,0.0008187476,0.001668367,0.001743319,0.0006588267,0.002584094],"category_scores_gemma":[0.00325339,0.0002256987,0.0005761272,0.0003442577,0.0006791956,0.001839333,0.001759669,0.0009689651,0.0005108056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603271,"about_ca_system_score_gemma":0.004589973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816543,"about_ca_topic_score_gemma":0.004700554,"domain_scores_codex":[0.998549,0.0007876751,0.00005901375,0.0001454614,0.0003080479,0.0001507023],"domain_scores_gemma":[0.9984737,0.0007305076,0.0001140078,0.00008742242,0.0002657682,0.000328587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005020318,0.01231477,0.02026745,0.002644354,0.00007627557,0.0005943087,0.0394813,0.003323223,0.01086378,0.02148266,0.009332662,0.8791171],"study_design_scores_gemma":[0.003655923,0.02405346,0.1382542,0.01390814,0.001318531,0.003315558,0.1305706,0.08381886,0.05970471,0.09402055,0.4468223,0.0005571563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6874648,0.00148942,0.2326804,0.007635882,0.0004060777,0.005644493,0.0003410726,0.0008951325,0.06344283],"genre_scores_gemma":[0.7135807,0.001056714,0.2714379,0.000737878,0.00003722985,0.004554213,0.000188943,0.00004835341,0.00835802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003055062,"threshold_uncertainty_score":0.01615691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415288986938161,"score_gpt":0.3892899735415923,"score_spread":0.3651370836722108,"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."}}