{"id":"W4248627822","doi":"10.32920/ryerson.14647761","title":"Integration Of Environmental Management Systems And Lean Concepts","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":"Process management; Process (computing); Computer science; Software deployment; Lean manufacturing; Systems engineering; Risk analysis (engineering); Management science; Business; Engineering; Operations management; Software engineering","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":[0.007999773,0.0008869015,0.0004764616,0.004470336,0.0007553286,0.006400466,0.001283711,0.0009538411,0.002042016],"category_scores_gemma":[0.007265473,0.0005087618,0.000584663,0.003125953,0.002838423,0.00484249,0.003517913,0.001430538,0.0004935163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002855345,"about_ca_system_score_gemma":0.004765038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402361,"about_ca_topic_score_gemma":0.002286085,"domain_scores_codex":[0.989821,0.003677145,0.0006121527,0.0004869197,0.004984093,0.0004186761],"domain_scores_gemma":[0.9940881,0.002836931,0.0007022754,0.0006121178,0.00160001,0.0001606063],"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":[0.00007199462,0.0001515936,0.002582689,0.000684466,0.00007796079,0.0002001894,0.001325629,0.02608805,0.002937509,0.6085414,0.002295999,0.3550425],"study_design_scores_gemma":[0.00005001497,0.0006020844,0.004216176,0.001774177,0.000105828,0.0005078788,0.00361455,0.08982685,0.01564682,0.6101913,0.2733091,0.0001552574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0299744,0.002834443,0.8528649,0.00316918,0.0002700231,0.0003074242,0.00009702779,0.0009584838,0.1095241],"genre_scores_gemma":[0.2594662,0.003232786,0.7239524,0.0006480489,0.0001678728,0.0003177499,0.0002346876,0.0002242478,0.01175604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007999773,"threshold_uncertainty_score":0.04230738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706183085649919,"score_gpt":0.248445796797637,"score_spread":0.2213839659411378,"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."}}