{"id":"W4388846762","doi":"10.1007/978-3-031-25984-5_325","title":"Deming 14 Points Model","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":[0.0007761469,0.0009753369,0.0005127449,0.001817536,0.001610078,0.00408899,0.001933254,0.001862122,0.1382303],"category_scores_gemma":[0.002267993,0.0004301768,0.0008892497,0.001896959,0.002720301,0.005577661,0.002704122,0.002426544,0.03997456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291805,"about_ca_system_score_gemma":0.001657329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005419258,"about_ca_topic_score_gemma":0.006257831,"domain_scores_codex":[0.9991404,0.0001927367,0.00004134437,0.0001769345,0.0003574668,0.00009111184],"domain_scores_gemma":[0.9994534,0.00009222835,0.00002003532,0.0002152627,0.0001749733,0.00004409043],"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":[0.00001082374,0.000009793562,0.00004729775,0.00002046955,0.000002275939,0.00002442405,0.0001126256,0.001410396,0.00009804295,0.9556807,0.01213848,0.03044469],"study_design_scores_gemma":[0.00001121246,0.00001766155,0.00007818831,0.00005938453,0.000006005913,0.00009631122,0.0001789608,0.005688229,0.0004424932,0.6629103,0.3305,0.00001134982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001961072,0.0003155692,0.1241153,0.001220661,0.000241355,0.0001123187,0.0004813627,0.0005031656,0.8710492],"genre_scores_gemma":[0.09419639,0.001031075,0.09606203,0.0004973925,0.0001040855,0.0002813431,0.001026379,0.0004860486,0.8063152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1382303,"threshold_uncertainty_score":0.4624264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084437367234902,"score_gpt":0.2638497069049371,"score_spread":0.2030053332325881,"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."}}