{"id":"W4293192260","doi":"10.1007/978-3-030-02006-4_321-1","title":"Quality Empowerment","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Quality (philosophy); Business; Philosophy; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002065745,0.0004148842,0.0003504379,0.0009428693,0.00332077,0.006405238,0.0006598516,0.002097962,0.07504267],"category_scores_gemma":[0.003851756,0.0002299864,0.0002900317,0.001164256,0.00609831,0.005088074,0.004285363,0.003470944,0.008891645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003599269,"about_ca_system_score_gemma":0.004274108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004617644,"about_ca_topic_score_gemma":0.009885422,"domain_scores_codex":[0.9980382,0.0005744512,0.00004553455,0.000245333,0.0008070024,0.0002894315],"domain_scores_gemma":[0.998928,0.0003022476,0.00008546629,0.0001584398,0.0003263214,0.0001994683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007184541,0.00002503391,0.0001255053,0.00004088367,0.000001628194,0.00002406062,0.001976769,0.00004753484,0.00008472408,0.8797268,0.08148728,0.03645258],"study_design_scores_gemma":[0.000006800502,0.00001090313,0.0003849885,0.0001208146,0.000002068615,0.00005477037,0.001215477,0.00006483551,0.0001171735,0.1188258,0.8791927,0.000003725681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001178316,0.001759854,0.0018952,0.01118969,0.0005291333,0.00002483257,0.00002528359,0.00003183303,0.9833657],"genre_scores_gemma":[0.06867761,0.002559238,0.001478089,0.007739048,0.0005375179,0.00007568725,0.00006476455,0.00008806441,0.9187799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07504267,"threshold_uncertainty_score":0.2510427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04711505246523878,"score_gpt":0.2692018466973066,"score_spread":0.2220867942320678,"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."}}