{"id":"W3003857377","doi":"10.1109/ieem44572.2019.8978599","title":"A Decision Tool for Quality System Improvement","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced Statistical Process Monitoring","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Quality (philosophy); Computer science; Process (computing); Probabilistic logic; Control (management); Quality management; Production (economics); Risk analysis (engineering); Order (exchange); Work (physics); Process management; Reliability engineering; Engineering; Operations management; Artificial intelligence; Management system; Business","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":[0.002837107,0.0001085919,0.0002820111,0.00007253902,0.00009360228,0.0001630136,0.0004775699,0.00004728533,0.0002290915],"category_scores_gemma":[0.005201972,0.00007006148,0.00008694853,0.0002387848,0.00001928108,0.000303431,0.0001358258,0.00005898868,0.001076335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116597,"about_ca_system_score_gemma":0.00003518422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001085032,"about_ca_topic_score_gemma":0.000004247283,"domain_scores_codex":[0.9971143,0.00003709433,0.0008012924,0.0005442546,0.001243915,0.0002591672],"domain_scores_gemma":[0.9926347,0.006050237,0.0001790993,0.0005988388,0.0004527824,0.00008431334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000208316,0.0000365393,0.006620474,0.00007853709,0.000008050112,9.859161e-7,0.00005873236,0.0003829059,0.005133034,0.2211311,0.001370463,0.7649708],"study_design_scores_gemma":[0.004701116,0.001041522,0.02828631,0.0001826704,0.00002210099,0.000005101613,0.007012443,0.0675064,0.02181249,0.8040287,0.06422903,0.001172092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1570164,0.00001307909,0.8364294,0.00004735955,0.001084564,0.000535276,0.00002243038,0.00006820746,0.004783289],"genre_scores_gemma":[0.8834962,2.928479e-7,0.1110496,0.00006674432,0.00007545706,0.00004859406,8.954813e-7,0.000008713373,0.005253531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7637987,"threshold_uncertainty_score":0.9997014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276902752386267,"score_gpt":0.4861781675108409,"score_spread":0.3584878922722142,"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."}}