{"id":"W2031000204","doi":"10.1016/j.lrp.2010.12.003","title":"Managing with ISO Systems: Lessons from Practice","year":2011,"lang":"en","type":"article","venue":"Long Range Planning","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":215,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Business; Quality management system; Process (computing); Process management; Work (physics); Management system; Knowledge management; Operations management; Risk analysis (engineering); Quality management; Marketing; Computer science; Management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005518191,0.0002144802,0.0002361965,0.0001994899,0.0002693692,0.0004476883,0.0003069222,0.00005743876,0.0002273253],"category_scores_gemma":[0.00006884734,0.000187788,0.00004388358,0.0002921658,0.00004305004,0.002005574,0.0001659203,0.0001969907,0.0004786006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002544963,"about_ca_system_score_gemma":0.000007917239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008066833,"about_ca_topic_score_gemma":0.0001207971,"domain_scores_codex":[0.9986256,0.00003317936,0.0002531514,0.0003765623,0.0003405102,0.0003710285],"domain_scores_gemma":[0.9991842,0.0001215743,0.0002427125,0.0003468267,0.00008547296,0.00001922857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002289271,0.0009993985,0.6428504,0.003083121,0.001984639,0.007737309,0.01801173,0.00657367,0.00006969006,0.2530168,0.0435563,0.01982773],"study_design_scores_gemma":[0.004816989,0.00009967536,0.2470025,0.003125403,0.001901134,0.00005067085,0.06328101,0.03482064,0.00003785854,0.006601949,0.6357461,0.002516078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1552682,0.002598552,0.1443744,0.006517006,0.001534978,0.001076622,0.00001685697,0.001091334,0.6875221],"genre_scores_gemma":[0.9945142,0.000008296732,0.001453888,0.002403211,0.0008371355,0.00004368604,0.00006099897,0.00004379629,0.0006347896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.839246,"threshold_uncertainty_score":0.9985386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06627176188015353,"score_gpt":0.274043022612281,"score_spread":0.2077712607321274,"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."}}