{"id":"W2071974350","doi":"10.1002/mde.1244","title":"The mystification of operational competitiveness rating analysis","year":2005,"lang":"en","type":"article","venue":"Managerial and Decision Economics","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Business; Industrial organization; Economics; Rating system; Microeconomics; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03977657,0.0007334338,0.001185776,0.003619937,0.00131168,0.009186569,0.001865788,0.001458508,0.003682839],"category_scores_gemma":[0.1602824,0.0003052599,0.0006005361,0.003103605,0.00867736,0.007967571,0.003737099,0.006494106,0.0009635942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003456541,"about_ca_system_score_gemma":0.001746702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053212,"about_ca_topic_score_gemma":0.001212245,"domain_scores_codex":[0.9465418,0.03350413,0.002284745,0.003018378,0.01386411,0.0007867413],"domain_scores_gemma":[0.9083298,0.05276972,0.005729435,0.009531672,0.02252193,0.001117527],"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":[0.00004307392,0.00001764309,0.001402176,0.0001203534,0.00004859212,0.00003280452,0.0003647715,0.003020521,0.0001623487,0.8954813,0.01192906,0.08737738],"study_design_scores_gemma":[0.00002550714,0.00004424753,0.002023579,0.0003198698,0.00002230393,0.0001411869,0.0008794018,0.02997489,0.0007082202,0.9140131,0.05177796,0.00006962216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06703586,0.01690803,0.5447047,0.1005869,0.005091733,0.0001844439,0.0005804403,0.0005977674,0.2643101],"genre_scores_gemma":[0.919271,0.002922768,0.06619268,0.003494483,0.001928588,0.0001296419,0.0001310882,0.0001979588,0.005731769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03977657,"threshold_uncertainty_score":0.2103612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960159049303654,"score_gpt":0.3253757989568659,"score_spread":0.2857742084638294,"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."}}