{"id":"W1904755228","doi":"","title":"The Weakness and DifficultnessonProb/em Base LearningEducational System in Faculty of Medicine in Indonesia","year":2014,"lang":"en","type":"article","venue":"JURNAL KEDOKTERAN","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Ideal (ethics); Resource (disambiguation); Medical education; Problem-based learning; Psychology; Pedagogy; Order (exchange); Mathematics education; Medicine; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003180102,0.00009206637,0.0002018886,0.0001333887,0.0003465716,0.0000446764,0.0001905922,0.00006810931,0.00001209263],"category_scores_gemma":[0.0004030496,0.00006114379,0.00002397411,0.0003885207,0.000264962,0.000124043,0.00002398006,0.0002828864,0.000002888583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007771156,"about_ca_system_score_gemma":0.0001247054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238423,"about_ca_topic_score_gemma":0.00422423,"domain_scores_codex":[0.9981828,0.0007193591,0.0003430002,0.0001628766,0.0003494012,0.0002425135],"domain_scores_gemma":[0.9990831,0.0004986413,0.0001756581,0.00009027748,0.0000774614,0.00007484242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001634181,0.00009917204,0.7077794,0.0002182145,0.00001555858,0.00000878623,0.1358435,0.000349425,0.0004827896,0.07261518,0.0002640418,0.08216048],"study_design_scores_gemma":[0.001664314,0.00008367537,0.9446264,0.0006921176,0.00001032449,0.000008349015,0.03278435,0.000997131,0.00002602786,0.0004541806,0.01849062,0.000162508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924297,0.000312366,0.00007771156,0.004049538,0.0001766131,0.0001796438,0.00000103259,0.0000248517,0.002748565],"genre_scores_gemma":[0.9994702,0.00004952495,0.00003892323,0.00005399239,0.0001951137,0.00001384398,0.000003069535,0.000008237727,0.0001670524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.236847,"threshold_uncertainty_score":0.3383842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959200584790025,"score_gpt":0.3060619946982264,"score_spread":0.2864699888503262,"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."}}