{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002190336,0.0001217177,0.0001638441,0.0002105584,0.000547325,0.00006214235,0.001668881,0.0001047149,0.00007059903],"category_scores_gemma":[0.0007697127,0.00008273698,0.00002855039,0.001623999,0.001388465,0.0001696383,0.0001390487,0.000210744,0.0002509614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600797,"about_ca_system_score_gemma":0.0007088733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003046542,"about_ca_topic_score_gemma":0.00169859,"domain_scores_codex":[0.9980859,0.0000738827,0.0003270426,0.0004427037,0.0007237154,0.0003468149],"domain_scores_gemma":[0.9986168,0.00006745703,0.0001671477,0.0006822426,0.0002812674,0.0001850635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003722798,0.00009676989,0.0002268865,0.000002255386,0.000005082413,3.831236e-8,0.08026778,0.001584595,0.8870788,0.02023414,0.001677296,0.008789179],"study_design_scores_gemma":[0.001552119,0.0005077409,0.03027721,0.000181104,0.00008395436,0.0000037318,0.2018667,0.2754916,0.3901977,0.0935617,0.004878938,0.001397533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621763,0.000008461063,0.006713799,0.01105216,0.00004905523,0.001240756,0.000005272207,0.0000422864,0.01871188],"genre_scores_gemma":[0.9956912,0.000003684794,0.001255921,0.0006602546,0.0000551335,0.0002897056,0.000001744997,0.00000889795,0.002033484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.496881,"threshold_uncertainty_score":0.5115858,"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."}}