{"id":"W1998164572","doi":"10.1142/s0217595908001754","title":"EFFECTIVENESS ANALYSIS OF DERIVING PRIORITY VECTORS FROM RECIPROCAL PAIRWISE COMPARISON MATRICES","year":2008,"lang":"en","type":"article","venue":"Asia Pacific Journal of Operational Research","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pairwise comparison; Reciprocal; Mathematics; Statistics; Computer science; Mathematical optimization; Applied mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02067163,0.00152051,0.001462259,0.007125405,0.0005315287,0.001502459,0.001497858,0.0008494371,0.003323297],"category_scores_gemma":[0.1108085,0.0005306911,0.001298212,0.002680079,0.00120531,0.003122354,0.001425031,0.001127052,0.0005816532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385008,"about_ca_system_score_gemma":0.001740091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592664,"about_ca_topic_score_gemma":0.001097269,"domain_scores_codex":[0.9751898,0.0170415,0.0007965595,0.001294126,0.00530842,0.0003696444],"domain_scores_gemma":[0.884441,0.1009412,0.00409469,0.002595767,0.007486481,0.0004408248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007977763,0.0003075162,0.006500667,0.001250865,0.0005009875,0.00008645714,0.0004148237,0.3303743,0.006163518,0.04968344,0.001128695,0.6027911],"study_design_scores_gemma":[0.00008825854,0.0006506583,0.002773694,0.00008490065,0.000146202,0.0001711428,0.0001591019,0.9668325,0.007922744,0.02011487,0.0009935144,0.00006241803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02249346,0.000336568,0.9753327,0.00004775783,0.00001418871,0.0001474086,0.00004990421,0.0001346266,0.001443485],"genre_scores_gemma":[0.3176925,0.0004461311,0.6804755,0.00003795486,0.00005120958,0.0004268481,0.0003043293,0.00007723086,0.0004882467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02067163,"threshold_uncertainty_score":0.1093234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3130313125483327,"score_gpt":0.5174707121392591,"score_spread":0.2044393995909264,"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."}}