{"id":"W4233783080","doi":"10.1287/moor.2015.0755","title":"Joint Mixability","year":2016,"lang":"en","type":"article","venue":"Mathematics of Operations Research","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Marginal distribution; Joint probability distribution; Random variable; Probabilistic logic; Monotone polygon; Applied mathematics; Generator (circuit theory); Combinatorics; Mathematical optimization; Statistics; Power (physics)","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":[0.004110546,0.001407105,0.001760402,0.001655024,0.001256371,0.003706138,0.001710617,0.001606334,0.00905838],"category_scores_gemma":[0.01801339,0.0009073845,0.002031433,0.002169102,0.003177435,0.009660034,0.005324295,0.003720487,0.0007700756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696196,"about_ca_system_score_gemma":0.0009299894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007017125,"about_ca_topic_score_gemma":0.0004880534,"domain_scores_codex":[0.995,0.001531702,0.0002686833,0.001240871,0.001419231,0.0005396336],"domain_scores_gemma":[0.991403,0.005244441,0.001052798,0.001012543,0.0007580844,0.0005291388],"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":[0.00006026472,0.00004545213,0.001348856,0.0001136006,0.00008998482,0.0001822708,0.0001873741,0.04312648,0.001454575,0.9381121,0.00108288,0.01419619],"study_design_scores_gemma":[0.00001298068,0.00005505908,0.0006115591,0.00003163448,0.00002989955,0.0001811803,0.00009516896,0.139649,0.001280905,0.8549445,0.003081039,0.00002709756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04408644,0.0004583289,0.94014,0.0007115849,0.00003551163,0.000083009,0.000355137,0.0001479905,0.01398198],"genre_scores_gemma":[0.9010696,0.0009066197,0.08679511,0.0003271511,0.0002032556,0.0004856029,0.000741733,0.0001974239,0.009273502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00905838,"threshold_uncertainty_score":0.0303033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5300525204133071,"score_gpt":0.5403228146903195,"score_spread":0.01027029427701243,"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."}}