{"id":"W4312226006","doi":"10.1123/apaq.2022-0049","title":"Results From South Korean 2022 Para Report Card on Physical Activity for Children and Adolescents With Disabilities","year":2022,"lang":"en","type":"article","venue":"Adapted Physical Activity Quarterly","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Queen's University","funders":"Yonsei University","keywords":"Report card; Rubric; Grading (engineering); Psychology; Strengths and weaknesses; Government (linguistics); Physical activity; Medical education; Applied psychology; Medicine; Physical therapy; Mathematics education; Pedagogy; Social psychology; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002058573,0.0007016133,0.001358486,0.0001004127,0.0005401059,0.00007575011,0.0002612581,0.00009969618,0.000008059257],"category_scores_gemma":[0.0001403165,0.0006040062,0.0004649648,0.0003798813,0.000436045,0.0004390191,0.0001810653,0.001327768,0.00001562783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019918,"about_ca_system_score_gemma":0.0001411893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136196,"about_ca_topic_score_gemma":0.00004719579,"domain_scores_codex":[0.9955852,0.0003544124,0.0002624242,0.001714005,0.001324244,0.0007597197],"domain_scores_gemma":[0.9968885,0.0009004645,0.0003930077,0.001236603,0.0001170163,0.0004643849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.09693845,0.4297807,0.1514752,0.0007558503,0.00446587,0.0007169925,0.03615286,0.0003588068,0.06654205,0.002022107,0.00317849,0.2076126],"study_design_scores_gemma":[0.007067572,0.01445803,0.9604927,0.0001306093,0.0006403875,0.00005279482,0.0009351962,0.004278172,0.009129415,0.001868283,0.00005961682,0.000887186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931588,0.000003332255,0.00007887636,0.001093223,0.0001405272,0.001885675,0.003187859,0.0002626978,0.0001889888],"genre_scores_gemma":[0.9974654,4.306563e-7,0.00003551563,0.00007831377,0.001240944,0.0003460951,0.0005227764,0.0001138019,0.000196758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8090175,"threshold_uncertainty_score":0.9996411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041913794506773,"score_gpt":0.2698310504722646,"score_spread":0.2494119125271969,"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."}}