{"id":"W2300367452","doi":"10.5539/ies.v9n2p149","title":"Impact-Based Training Evaluation Model (IBTEM) For School Supervisors in Indonesia","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Global Socioeconomic and Political Dynamics","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; Empowerment; Focus group; General partnership; Psychology; Medical education; Quality (philosophy); Delphi; Vocational education; Pedagogy; Sociology; Computer science; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005202514,0.0001074548,0.000209535,0.000213719,0.00004775142,0.00002804235,0.0001431359,0.00005747898,0.0001830925],"category_scores_gemma":[0.001107616,0.0000955588,0.0001022355,0.0000617339,0.00005170735,0.0002369909,0.00001882167,0.00004256786,0.0001360535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147497,"about_ca_system_score_gemma":0.0003016476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009280474,"about_ca_topic_score_gemma":0.00003304802,"domain_scores_codex":[0.9990519,0.00001181735,0.0004527255,0.0002481106,0.00004903305,0.0001863614],"domain_scores_gemma":[0.9991024,0.0001653717,0.0001508289,0.0001064939,0.0004134127,0.00006151977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000540814,0.0002413318,0.497316,0.0000188677,0.000204793,7.432337e-8,0.001333997,0.006261401,0.00001507227,0.4750891,0.004430001,0.01503531],"study_design_scores_gemma":[0.002298215,0.00005408957,0.2206162,0.00008361354,0.00001492144,8.985731e-7,0.001433125,0.2037861,0.000008097425,0.5655233,0.005828942,0.0003526119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733966,0.0007848488,0.01286277,0.006544762,0.001433113,0.0002943761,0.0003017579,0.00001639696,0.004365398],"genre_scores_gemma":[0.996521,0.00007226776,0.001464932,0.0006826686,0.0001468709,0.0003672079,0.00004262375,0.00001171991,0.0006906887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2766998,"threshold_uncertainty_score":0.3896775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032484456242386,"score_gpt":0.4089376172966296,"score_spread":0.205689171672391,"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."}}