{"id":"W3119395891","doi":"10.1007/s10726-020-09719-6","title":"Fuzzy Analytic Hierarchy Process in a Graphical Approach","year":2021,"lang":"en","type":"article","venue":"Group Decision and Negotiation","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Analytic hierarchy process; Pairwise comparison; Computer science; Ranking (information retrieval); Consistency (knowledge bases); Preference; Set (abstract data type); Stability (learning theory); Artificial intelligence; Machine learning; Data mining; Information retrieval; Mathematics; Operations research; Statistics","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":[0.002749831,0.0007344277,0.001009513,0.002523649,0.0008562278,0.003261361,0.001137071,0.00125326,0.007748494],"category_scores_gemma":[0.007940886,0.0004525973,0.001352958,0.002258069,0.001217979,0.002293349,0.00158476,0.00126376,0.00110589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198929,"about_ca_system_score_gemma":0.001696871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003966836,"about_ca_topic_score_gemma":0.003611669,"domain_scores_codex":[0.9973145,0.001846631,0.0001000011,0.0001609127,0.0004685929,0.0001094245],"domain_scores_gemma":[0.9974292,0.001848407,0.0001528734,0.0001417066,0.0003286797,0.00009917445],"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":[0.0001478275,0.00008507346,0.000337225,0.0003500555,0.0001236186,0.0002765569,0.0004536188,0.1818873,0.002893689,0.7234401,0.003385648,0.08661941],"study_design_scores_gemma":[0.00006401509,0.00006370103,0.0001632676,0.00009409061,0.0000788964,0.00007219325,0.0001184518,0.6128027,0.001310616,0.3767421,0.00845135,0.00003868924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00275588,0.0001524563,0.99237,0.0002708863,0.00004536092,0.00005779363,0.00009442909,0.000204889,0.0040483],"genre_scores_gemma":[0.208204,0.0004794231,0.7873645,0.0001552576,0.00007064211,0.0003009992,0.0001945674,0.000081735,0.0031489],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007748494,"threshold_uncertainty_score":0.02592129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09060253877963814,"score_gpt":0.4046849358571534,"score_spread":0.3140823970775153,"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."}}