{"id":"W4380151769","doi":"10.5430/wje.v13n2p20","title":"Program Development for Enhance Teachers’ Competencies for Managing Logistics and Supply Chain in Institutions under the Office of the Vocational Education Commission","year":2023,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Supply chain; Vocational education; Commission; Supply chain management; Business; Medical education; Knowledge management; Psychology; Marketing; Pedagogy; Computer science; Medicine","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":[0.003182499,0.0002272617,0.0001895256,0.0009491185,0.0007439113,0.0005125969,0.0007827022,0.0003822577,0.005711616],"category_scores_gemma":[0.005176765,0.0001272506,0.0002300364,0.0003968543,0.0002098041,0.0003759708,0.001194027,0.0006109925,0.0006016773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471133,"about_ca_system_score_gemma":0.01067128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506661,"about_ca_topic_score_gemma":0.007012842,"domain_scores_codex":[0.9986338,0.0005466613,0.00005672915,0.0001015639,0.0002719245,0.0003892063],"domain_scores_gemma":[0.9958691,0.0008857936,0.0004079705,0.0002075963,0.0009537079,0.001675845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007009935,0.02287947,0.03072642,0.0009035766,0.00002554971,0.0002807507,0.00328257,0.002127057,0.008353304,0.003288868,0.0142463,0.9131852],"study_design_scores_gemma":[0.002427883,0.02835682,0.7114062,0.002520044,0.0002209742,0.0008845048,0.01548281,0.01083415,0.03956967,0.004110276,0.18409,0.00009663346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326859,0.0004351008,0.02060095,0.002356412,0.0002519861,0.008210422,0.0004949438,0.000586628,0.03437766],"genre_scores_gemma":[0.901035,0.0007005641,0.071864,0.0004932847,0.00007207529,0.005815816,0.0009285625,0.00004096224,0.01904974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005711616,"threshold_uncertainty_score":0.01910728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08499556367173457,"score_gpt":0.4069969558769431,"score_spread":0.3220013922052086,"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."}}