{"id":"W11408241","doi":"10.1128/aac.45.7.2147-2150.2001","title":"Usulan Perbaikan Kualitas WD-190H dengan Metode Six Sigma untuk Mengurangi Defect di PT. KAS","year":2014,"lang":"en","type":"dissertation","venue":"Antimicrobial Agents and Chemotherapy","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000422853,0.0007775631,0.0007845909,0.0005202196,0.0004996035,0.0009308268,0.000540103,0.0004362941,0.001158965],"category_scores_gemma":[0.0000339865,0.0007291126,0.0003990862,0.0004355314,0.00006909615,0.0006048788,0.00009884683,0.0003195722,0.0001072764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003880169,"about_ca_system_score_gemma":0.00002303525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008184802,"about_ca_topic_score_gemma":0.0005606158,"domain_scores_codex":[0.9975182,0.00004123737,0.0006389165,0.0008576529,0.0003763672,0.0005676377],"domain_scores_gemma":[0.9985957,0.00003644908,0.0006382829,0.0004804632,0.0002065297,0.00004262639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000869857,0.0008268115,0.02551044,0.00510121,0.001911635,0.00004945711,0.001890998,0.0001190022,0.004388939,0.0176253,0.8784203,0.06328607],"study_design_scores_gemma":[0.00273077,0.00006388078,0.01553108,0.0005797429,0.0007664401,0.000002590995,0.0004776792,0.001572618,0.003737609,0.0009371066,0.9715215,0.002078976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063014,0.0003240195,0.002101261,0.002524883,0.001963625,0.002465688,0.00004532077,0.001255786,0.08301806],"genre_scores_gemma":[0.9453987,0.002132203,0.00073618,0.02435982,0.002261016,0.00006942375,0.005182181,0.0003434583,0.01951703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09310123,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036679463180674,"score_gpt":0.2419827885858749,"score_spread":0.2316159939540682,"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."}}