{"id":"W1723875993","doi":"","title":"A NEW APPROACH TO UNDERSTANDING AND FINDING REMEDY FOR RANK REVERSALS IN THE ADDITIVE ANALYTIC HIERARCHY PROCESS","year":2007,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Rank (graph theory); Hierarchy; Process (computing); Mathematics; Analytic hierarchy process; Econometrics; Computer science; Mathematical economics; Economics; Combinatorics","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":[0.00887063,0.0008343987,0.0009926982,0.002748276,0.00219949,0.005228951,0.002362263,0.001934036,0.00572322],"category_scores_gemma":[0.02447327,0.0004617537,0.001416248,0.001866213,0.006894491,0.009443134,0.00528073,0.004038555,0.001065269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656236,"about_ca_system_score_gemma":0.002810149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123985,"about_ca_topic_score_gemma":0.001823613,"domain_scores_codex":[0.9935609,0.002626705,0.0004941838,0.0007717456,0.002258825,0.0002876387],"domain_scores_gemma":[0.9919899,0.003033902,0.001187427,0.001913324,0.001582714,0.000292798],"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":[0.000003480066,0.000009447953,0.00009328825,0.00002184595,0.000007392919,0.00003140216,0.0003076371,0.00123842,0.0002184803,0.9902378,0.000579899,0.007250933],"study_design_scores_gemma":[0.000005997034,0.00001382848,0.00007491937,0.00001896525,0.00001010406,0.00005493307,0.0001218713,0.01579697,0.0004860578,0.9753297,0.008071559,0.00001510878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00331595,0.0001354507,0.9853542,0.001402798,0.0001277749,0.00003245113,0.00003412382,0.00008623293,0.009510982],"genre_scores_gemma":[0.2708053,0.0005022108,0.7203323,0.0005426704,0.0005031868,0.0001766183,0.00008956423,0.00011025,0.006937823],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00887063,"threshold_uncertainty_score":0.04691297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403550437190515,"score_gpt":0.3209896953078633,"score_spread":0.1806346515888118,"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."}}