{"id":"W1983763024","doi":"10.5539/ass.v4n5p106","title":"Achievement of Total Quality Is Impossibility","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Product (mathematics); Production (economics); Total quality management; Business; Quality management; Key (lock); Process management; Operations management; Process (computing); Impossibility; Industrial organization; Risk analysis (engineering); Computer science; Marketing; Engineering; Economics; Microeconomics; Service (business); Mathematics; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000647314,0.00006172807,0.00009135743,0.00006410183,0.0002878105,0.000103085,0.0002086629,0.00002855012,0.0001109599],"category_scores_gemma":[0.000101894,0.00005749723,0.00003951756,0.001009767,0.0002233277,0.0007914239,0.00005091205,0.00004876529,0.00004354879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003577422,"about_ca_system_score_gemma":0.00004163119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009295848,"about_ca_topic_score_gemma":0.000008957652,"domain_scores_codex":[0.9990197,0.000005920282,0.0001589996,0.0001907983,0.0004343197,0.0001902081],"domain_scores_gemma":[0.9995965,0.000005672053,0.0001190108,0.00009809091,0.00017018,0.00001048958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006395064,0.000792955,0.1073679,0.0001616625,0.00001507385,0.000003098307,0.01135485,4.154209e-7,0.04758288,0.5695928,0.00639577,0.2566687],"study_design_scores_gemma":[0.0001091699,0.000008731171,0.9866384,0.000003608229,0.000005089373,9.455759e-8,0.00151555,0.000006102441,0.001087766,0.009871482,0.0006638154,0.00009015805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7536681,0.00001156983,0.0001381064,0.02238263,0.0002223876,0.0001511357,0.00000406635,0.00005553126,0.2233665],"genre_scores_gemma":[0.9954888,1.44786e-7,0.00004159582,0.002970851,0.001390826,5.632e-7,0.000002543821,0.000002479711,0.0001021682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8792706,"threshold_uncertainty_score":0.2344669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04725260349605861,"score_gpt":0.3057200207398176,"score_spread":0.258467417243759,"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."}}