{"id":"W1505374174","doi":"10.1002/9780470640906.ch12","title":"ISO 9001:2000 – Why Do It?","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Library science; Art history; Citation; Engineering physics; Engineering; Materials science; History; Computer science","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0004984881,0.001336751,0.001208429,0.002488588,0.001057524,0.001142016,0.001120934,0.001562542,0.0671671],"category_scores_gemma":[0.00001234465,0.00146766,0.001009999,0.00165459,0.0004328202,0.001438381,0.00001632965,0.002343586,0.005637859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762999,"about_ca_system_score_gemma":0.0002023701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01289532,"about_ca_topic_score_gemma":0.02836499,"domain_scores_codex":[0.9949852,0.00008576835,0.001240678,0.001572911,0.0008822915,0.001233103],"domain_scores_gemma":[0.9971865,0.0001015409,0.0007090732,0.001714326,0.0001743667,0.0001142251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001429217,0.002041595,0.00002299717,0.0038614,0.002417337,0.00007175224,0.000689133,0.002266097,0.0006019489,0.008290764,0.8543497,0.1252443],"study_design_scores_gemma":[0.001509475,0.00001920872,0.00004406107,0.0004676633,0.001249748,0.00003420394,0.0006292327,0.001285912,0.00001530958,0.0007755519,0.9924019,0.001567755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003682205,0.0004473272,0.4721208,0.003372299,0.007966165,0.001694637,0.0003595474,0.002531612,0.5114708],"genre_scores_gemma":[0.06784417,0.0008673621,0.000694737,0.005369211,0.00432788,0.0005922426,0.0005420221,0.001899582,0.9178628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.471426,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616238163789342,"score_gpt":0.2334378184685479,"score_spread":0.2172754368306544,"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."}}