{"id":"W1989343254","doi":"10.1108/17410400510584893","title":"A case study of a quality system implementation in a small manufacturing firm","year":2005,"lang":"en","type":"article","venue":"International Journal of Productivity and Performance Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Pseudonym; Business; Quality (philosophy); Operations management; Process management; Quality management system; Marketing; Quality management; 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":[0.002195257,0.0001410502,0.0002548425,0.000677083,0.00007380189,0.0001222918,0.0002644353,0.00002145124,0.00003157025],"category_scores_gemma":[0.00001188295,0.0001298261,0.00005339508,0.0001581824,0.00002775383,0.001354775,0.0002721478,0.0001416585,0.000004501704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220723,"about_ca_system_score_gemma":0.000008452972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316718,"about_ca_topic_score_gemma":0.002652865,"domain_scores_codex":[0.9983252,0.00004602661,0.000815643,0.0002135489,0.0004418656,0.0001577245],"domain_scores_gemma":[0.998958,0.00002230031,0.0006712627,0.0001567179,0.0001793544,0.00001238334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001060238,0.002831738,0.2938138,0.002635633,0.000802823,0.001820521,0.004932744,0.008631794,0.00004675137,0.0110967,0.0001735593,0.6721537],"study_design_scores_gemma":[0.01247851,0.0005521977,0.8401089,0.0006252755,0.0003920581,0.001226099,0.1183941,0.0067702,0.0008198504,0.0006568594,0.01717875,0.0007971026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969364,0.00003387073,0.000288761,0.0009418657,0.0004033164,0.0004661197,0.000001467627,0.00001317815,0.0009149524],"genre_scores_gemma":[0.99888,0.00001819493,0.0002906889,0.0001056089,0.0006356769,0.00001741188,0.00000240343,0.000008232501,0.00004175437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6713566,"threshold_uncertainty_score":0.5294156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155242464114703,"score_gpt":0.3078941105552728,"score_spread":0.2663416859141258,"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."}}