{"id":"W4246355208","doi":"10.32920/ryerson.14662656","title":"Applying Six Sigma™ to Environmental Management System Design","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Six Sigma; DMAIC; Design for Six Sigma; Process (computing); Quality by Design; Computer science; Process management; Order (exchange); Sigma; Quality (philosophy); Systems engineering; Manufacturing engineering; Engineering; Operations management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007537176,0.0007758056,0.0004588718,0.002206659,0.001159023,0.004161801,0.001497566,0.001239001,0.006115464],"category_scores_gemma":[0.01100117,0.0006458185,0.001538757,0.00153214,0.003306451,0.002485848,0.003120881,0.002333801,0.00167752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002366428,"about_ca_system_score_gemma":0.002999688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540066,"about_ca_topic_score_gemma":0.002268483,"domain_scores_codex":[0.991046,0.00470642,0.0008336887,0.0006392003,0.002452353,0.00032224],"domain_scores_gemma":[0.9933176,0.003354421,0.0004863558,0.0009051941,0.001708323,0.0002280911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001194679,0.0001332408,0.001932354,0.001393641,0.0001173131,0.0003946646,0.004757263,0.04298165,0.004335624,0.6422995,0.003902637,0.2976327],"study_design_scores_gemma":[0.0001182409,0.0004722668,0.0009769902,0.001074537,0.0001002038,0.0005389271,0.001975695,0.1059572,0.01065953,0.5575423,0.320491,0.00009307017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005682809,0.000439029,0.9694815,0.0007130293,0.0001028997,0.0002827896,0.00006517547,0.0007008772,0.02253192],"genre_scores_gemma":[0.0726081,0.0005585007,0.9209461,0.0002294582,0.00002990592,0.0003082173,0.0001782313,0.000123833,0.00501768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007537176,"threshold_uncertainty_score":0.03986084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708748135680633,"score_gpt":0.2255666606414496,"score_spread":0.1884791792846433,"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."}}