{"id":"W4214762923","doi":"10.1108/ijopm-09-2020-0645","title":"Exploring the process of management system implementation: a case of Six Sigma","year":2021,"lang":"en","type":"article","venue":"International Journal of Operations & Production Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Six Sigma; Process management; Interdependence; Context (archaeology); Computer science; Process (computing); Knowledge management; Design for Six Sigma; Dimension (graph theory); Change management (ITSM); Quality (philosophy); Event (particle physics); Operations management; Business; Sociology; Engineering; Lean manufacturing; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.001257352,0.0001701592,0.0002512588,0.000613823,0.0002129649,0.0002440137,0.0005052495,0.00001813678,0.0002154759],"category_scores_gemma":[0.00004816512,0.0001402127,0.0001759138,0.0007247989,0.00006963227,0.001866432,0.0002897493,0.0001231307,0.00001349108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181222,"about_ca_system_score_gemma":0.00003594025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001137932,"about_ca_topic_score_gemma":0.000167675,"domain_scores_codex":[0.9973677,0.00006105104,0.001232402,0.0002655125,0.0009107612,0.0001625103],"domain_scores_gemma":[0.996927,0.0000225408,0.0006622811,0.000356509,0.002016308,0.00001532719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002497362,0.001035534,0.001454026,0.00277984,0.003554594,0.00244693,0.001872087,0.1757267,0.0004291069,0.6585463,0.003875284,0.1480298],"study_design_scores_gemma":[0.0112585,0.0003058117,0.02243864,0.003624465,0.005239183,0.005742717,0.5582368,0.01366242,0.03161623,0.00875717,0.3371055,0.002012559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910809,0.0003094422,0.04675525,0.01920323,0.00816264,0.001526475,0.00001942598,0.00006747822,0.01314711],"genre_scores_gemma":[0.9955707,0.0001554972,0.002489647,0.0002336285,0.001061036,0.00008657481,0.00002835502,0.00001789501,0.0003567078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6497892,"threshold_uncertainty_score":0.5717707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904352965772632,"score_gpt":0.3232036060037234,"score_spread":0.2641600763459971,"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."}}