{"id":"W2189134093","doi":"10.21014/acta_imeko.v4i3.248","title":"Some thoughts on quality models: evolution and perspectives","year":2015,"lang":"en","type":"article","venue":"ACTA IMEKO","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Measure (data warehouse); Benchmarking; Quality (philosophy); Scope (computer science); Computer science; Order (exchange); Product (mathematics); Domain (mathematical analysis); Control (management); Epistemology; Artificial intelligence; Mathematics; Philosophy; Data mining; Management; Business; Economics","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":[0.0003901583,0.0001526859,0.0001942695,0.0001907427,0.0001504505,0.0002537548,0.0001314066,0.00006508946,0.000004144977],"category_scores_gemma":[0.0001447441,0.0001277689,0.00005209688,0.0003118851,0.00005294241,0.002001679,0.00008871713,0.000106003,0.00005461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004394243,"about_ca_system_score_gemma":0.00002455923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007861728,"about_ca_topic_score_gemma":0.00002519276,"domain_scores_codex":[0.99902,0.00001302509,0.0001728159,0.0003302701,0.0002713727,0.0001924831],"domain_scores_gemma":[0.9993442,0.00002121253,0.000126955,0.0002136219,0.0002726298,0.0000213581],"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":[0.0006197821,0.001129738,0.01242355,0.0005506321,0.0003513582,0.00001529219,0.003058414,0.02050159,0.001156647,0.9253517,0.01783215,0.01700916],"study_design_scores_gemma":[0.001457156,0.00002318794,0.006065537,0.0001027898,0.0002176643,0.000001966181,0.006157971,0.4401558,0.00003907335,0.5388693,0.006141769,0.0007677198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977267,0.002362777,0.005431602,0.005959905,0.000328645,0.0001273826,0.000002733279,0.0003205903,0.008199354],"genre_scores_gemma":[0.9958892,0.00003431376,0.0001204866,0.0004473237,0.00315182,0.000007727175,0.000009572687,0.00001813446,0.0003214552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4196543,"threshold_uncertainty_score":0.5210267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0978870891280758,"score_gpt":0.2814015392197299,"score_spread":0.1835144500916541,"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."}}