{"id":"W2166003533","doi":"10.19030/jbcs.v3i4.4873","title":"Quality Management: An Index For Actual Practice And Managers Perception","year":2007,"lang":"en","type":"article","venue":"Journal of Business Case Studies (JBCS)","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Index (typography); Business; Perception; Quality (philosophy); Quality management; Process management; Operations management; Knowledge management; Psychology; Marketing; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005657247,0.0003069474,0.0005521406,0.0006866552,0.000569583,0.0003580135,0.0002269616,0.00008558483,0.00003308932],"category_scores_gemma":[0.000792154,0.0002656488,0.0001403357,0.0006842034,0.0001838205,0.004148808,0.0003021637,0.0002086166,0.00001265321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111519,"about_ca_system_score_gemma":0.00001268801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950461,"about_ca_topic_score_gemma":0.000305051,"domain_scores_codex":[0.9975699,0.00005453196,0.001021119,0.0003403125,0.0005751493,0.0004390388],"domain_scores_gemma":[0.9967104,0.0003791233,0.001076535,0.0002756031,0.001513829,0.00004456471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009769201,0.00269191,0.007212741,0.01324728,0.005227461,0.02715612,0.009279005,0.001637349,0.0002364824,0.1429337,0.02774476,0.752864],"study_design_scores_gemma":[0.008383344,0.000228882,0.1483176,0.0003918345,0.002252443,0.003111333,0.351708,0.001038094,0.000006520057,0.01043903,0.4727224,0.001400513],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898867,0.0006312781,0.08437932,0.006211335,0.001875143,0.000914318,0.000007198412,0.00008244698,0.007031935],"genre_scores_gemma":[0.989877,0.000484828,0.003789095,0.003507677,0.002009933,0.00001285877,0.00001057945,0.00003708376,0.0002708729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7514635,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05754693297843511,"score_gpt":0.3548075640029256,"score_spread":0.2972606310244905,"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."}}