{"id":"W2883879769","doi":"10.5539/mas.v12n8p45","title":"Application Degree of High School Principals in Aqaba/Jordan to the Japanese KAIZEN Model to Reduce the Waste of School Time as Perceived by Teachers","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kaizen; Ranking (information retrieval); Degree (music); Psychology; Sample (material); Mathematics education; Stratified sampling; Computer science; Operations management; Statistics; Mathematics; Engineering; Chemistry","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":[0.00123844,0.0001599693,0.0001479033,0.0003334393,0.001042538,0.0008717664,0.0002623016,0.0002457275,0.002105743],"category_scores_gemma":[0.001500892,0.0001534877,0.0001759156,0.0004254161,0.0003342512,0.0003578074,0.000760196,0.0003637582,0.0002467598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006644454,"about_ca_system_score_gemma":0.002797674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764312,"about_ca_topic_score_gemma":0.01399935,"domain_scores_codex":[0.999453,0.0001885839,0.00003487972,0.00003574022,0.0001053661,0.0001824147],"domain_scores_gemma":[0.9988061,0.0001117079,0.0002808475,0.0000331933,0.0002859407,0.0004821389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003145828,0.001692836,0.8412988,0.0003811731,0.00002275686,0.0007959693,0.04630785,0.0003716619,0.01046233,0.000525355,0.001600869,0.09622577],"study_design_scores_gemma":[0.00003180484,0.001165288,0.8603935,0.00009705227,0.00002422559,0.0003178864,0.1265253,0.0004444839,0.001787686,0.0001548984,0.009040148,0.00001776228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991179,0.00004264085,0.00006068086,0.00006998139,0.000002982061,0.000011936,0.000004101773,0.000001757429,0.000687902],"genre_scores_gemma":[0.9983112,0.0001677166,0.0003522764,0.00004152983,0.000002766097,0.00001937778,0.0000131407,0.000001166257,0.001090865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003764312,"threshold_uncertainty_score":0.007484794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114078169198112,"score_gpt":0.3259749578684086,"score_spread":0.2948341761764275,"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."}}