{"id":"W4407182203","doi":"10.6007/ijarped/v14-i1/24532","title":"Assessment of Preschool Children's Physical Readiness: Advancing Early Madani Education in Selangor","year":2025,"lang":"en","type":"article","venue":"International Journal of Academic Research in Progressive Education and Development","topic":"Sports and Physical Education Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00271904,0.0001175546,0.0002738178,0.001563535,0.0001201732,0.0000274605,0.0004952982,0.0001325833,0.0001007914],"category_scores_gemma":[0.0007364433,0.00009923821,0.00003352879,0.0006360928,0.0001182292,0.0003567432,0.0001814392,0.001998825,0.000005818852],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009300578,"about_ca_system_score_gemma":0.02097073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002185154,"about_ca_topic_score_gemma":0.00001324664,"domain_scores_codex":[0.9967937,0.0004999117,0.00105349,0.0002357513,0.001064445,0.0003527338],"domain_scores_gemma":[0.9962238,0.0006424683,0.000492211,0.000122943,0.00234974,0.0001688043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008326587,0.0009998059,0.8470813,0.000095679,0.00004642332,0.000002153472,0.003607487,0.000008886722,0.0002803463,0.006778799,0.004023012,0.1369928],"study_design_scores_gemma":[0.0007167851,0.00003999512,0.9777891,0.002456296,0.000003132387,0.000004959171,0.00606405,0.00003846211,0.0002462749,0.004610535,0.007952455,0.00007794023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896057,0.0008681997,0.00006176772,0.004117541,0.001137815,0.0007908803,0.000002437115,0.000004277148,0.003411336],"genre_scores_gemma":[0.9946852,0.0004155053,0.002548086,0.0002632602,0.0005384766,0.000287499,0.00002050673,0.00001021178,0.001231258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1369149,"threshold_uncertainty_score":0.9845794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0508507981974643,"score_gpt":0.5824664938974088,"score_spread":0.5316156956999445,"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."}}