{"id":"W2160367301","doi":"10.1145/1566374.1566412","title":"A unified framework for dynamic pari-mutuel information market design","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Bandit Algorithms Research","field":"Decision Sciences","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Mathematical optimization; Computer science; Function (biology); Logarithm; Popularity; Convex optimization; Mechanism design; Simple (philosophy); Regular polygon; Minification; Mathematical economics; Economics; Mathematics","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":[0.005783459,0.001394412,0.001502236,0.001242538,0.0008537011,0.003394227,0.003140367,0.002160599,0.007143293],"category_scores_gemma":[0.007833187,0.0008027393,0.001256987,0.001318397,0.002576042,0.0053193,0.002577791,0.00362331,0.001144894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935912,"about_ca_system_score_gemma":0.002478814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008465125,"about_ca_topic_score_gemma":0.001006749,"domain_scores_codex":[0.997481,0.001214109,0.0001124036,0.0003088651,0.0006758804,0.0002077668],"domain_scores_gemma":[0.9978557,0.0009698897,0.0002622583,0.0003561932,0.0003985374,0.0001573303],"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":[0.00001496948,0.00002938372,0.00006377677,0.00003215417,0.00001282297,0.00004059968,0.00003253406,0.07278082,0.0003864825,0.9157636,0.000946796,0.009896081],"study_design_scores_gemma":[0.00002433913,0.0000466433,0.00004319679,0.00001712635,0.00000931402,0.00004236694,0.00001472102,0.4676294,0.0002841972,0.5279047,0.003968151,0.00001568202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001272287,0.0001174736,0.9949192,0.0002889335,0.00002095148,0.00003976514,0.00003599322,0.00003707431,0.003268378],"genre_scores_gemma":[0.3220578,0.001386229,0.6625615,0.0004318824,0.0003704408,0.0009255136,0.0002151724,0.0001268542,0.01192458],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007143293,"threshold_uncertainty_score":0.03058618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202788275421259,"score_gpt":0.4558329411854775,"score_spread":0.3355541136433516,"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."}}