{"id":"W2372050768","doi":"","title":"Discussion on the Implement of QC Project in Breweries","year":2002,"lang":"en","type":"article","venue":"","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Chart; Organizational chart; Control (management); Quality (philosophy); Control chart; Locality; Computer science; Operations management; Engineering management; Operations research; Engineering; Mathematics; Systems engineering; Statistics; Artificial intelligence; Process (computing); Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007028015,0.00003111282,0.00004651604,0.000005883426,0.00004300618,0.000008473986,0.00005360887,0.000009727642,0.006621891],"category_scores_gemma":[0.00000983129,0.000005059409,0.00003258712,0.0001801348,0.00001324631,0.00002112981,0.00001065786,0.00002026149,0.0000173008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004328926,"about_ca_system_score_gemma":3.485034e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002395783,"about_ca_topic_score_gemma":0.001591986,"domain_scores_codex":[0.9996597,0.00004531846,0.00009333928,0.00006195292,0.00008267738,0.00005707586],"domain_scores_gemma":[0.9998949,0.00004900082,0.0000219898,0.00001947277,0.000007073207,0.000007545792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008777835,0.000946042,0.06421448,0.000009309153,0.00004204093,0.000004147366,0.004498295,0.00002652274,0.4740696,0.02829464,0.0470744,0.3807328],"study_design_scores_gemma":[0.000406811,0.001082566,0.7802542,0.0000350843,0.00001815292,0.000001519849,0.03933426,0.002106552,0.07594664,0.001066689,0.09942198,0.0003255574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797772,0.000003173576,2.138505e-7,0.01277817,0.000007894346,0.00007773109,0.000004051924,0.000005782298,0.007345736],"genre_scores_gemma":[0.996636,0.00001493256,0.000005898443,0.0003853688,0.000009597841,0.000004679529,0.000004422835,7.557167e-8,0.002938983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7160397,"threshold_uncertainty_score":0.9942862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07984329795993068,"score_gpt":0.25636893739509,"score_spread":0.1765256394351593,"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."}}