{"id":"W4388962023","doi":"10.1007/978-3-031-44742-6_7","title":"Elimination Choice Translating Reality (ELECTRE) in Uncertainty Environment","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"ELECTRE; Computer science; Artificial intelligence; Mathematical optimization; Mathematics; Multiple-criteria decision analysis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005288449,0.0005044275,0.0009324253,0.001305111,0.0001870279,0.0001311904,0.001016968,0.000265865,0.0003953603],"category_scores_gemma":[0.005709406,0.0004684379,0.0002123959,0.000553601,0.0004648717,0.0002267354,0.0004809299,0.0007360842,0.0007914675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008171655,"about_ca_system_score_gemma":0.0001341556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019658,"about_ca_topic_score_gemma":0.001743623,"domain_scores_codex":[0.9921971,0.0002763882,0.00263843,0.001458461,0.002988312,0.0004413254],"domain_scores_gemma":[0.9813795,0.01671318,0.0007522379,0.0005637673,0.0005172886,0.0000740397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003585859,0.00003285361,0.0001877008,0.00003031252,0.00004306106,0.00006803293,0.002816073,0.7216963,0.000002497676,0.06554493,0.0006009984,0.2089414],"study_design_scores_gemma":[0.000148237,0.00005070696,0.002495644,0.0005419799,0.00001104719,0.000005232051,0.0008412324,0.1925777,0.00000562571,0.7960684,0.006817472,0.0004366988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003426791,0.012208,0.6496043,0.01666008,0.009910099,0.006276528,0.0008492928,0.0006270655,0.3004379],"genre_scores_gemma":[0.8879439,0.002023205,0.01682321,0.0004918907,0.0005549967,0.0001658685,0.0001755052,0.0001686862,0.09165278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8845171,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5569784676796589,"score_gpt":0.5197965661826222,"score_spread":0.03718190149703671,"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."}}