{"id":"W2118170706","doi":"10.2139/ssrn.686026","title":"Vote Trading and Information Aggregation","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Information aggregation; Business; Econometrics; Financial economics; Economics; Computer science; Information retrieval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203277,0.00007451392,0.00006729299,0.0001325159,0.0001735847,0.0001476347,0.00007353425,0.00003340896,0.000004932967],"category_scores_gemma":[0.00004063752,0.00006894939,0.00002659961,0.000224413,0.0000138113,0.004246002,0.00001337422,0.0004175286,0.00003338335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146919,"about_ca_system_score_gemma":0.0001031009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128195,"about_ca_topic_score_gemma":0.0007979157,"domain_scores_codex":[0.9988816,0.000001836107,0.0001860869,0.00006030283,0.0001448665,0.000725248],"domain_scores_gemma":[0.9995888,0.000008996969,0.0002804468,0.00004714266,0.00006778806,0.000006785423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007369741,0.0000125918,0.08799413,0.00002181314,0.00001984982,0.000003174933,0.00004413011,0.00001200069,0.0001215237,0.5640838,0.0003867102,0.3472266],"study_design_scores_gemma":[0.001825154,0.00006073238,0.4968606,0.00008989158,0.00005437249,0.0002351567,0.0007656904,0.001897415,0.00008620565,0.3372577,0.1604577,0.0004093595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368639,0.0003237156,0.05828141,0.0007264673,0.0001908111,0.00006361885,3.006839e-7,0.00002875109,0.003521052],"genre_scores_gemma":[0.9981593,0.0003907798,0.00002767129,0.0005676192,0.0006929136,5.572737e-7,0.000003019661,0.000005846326,0.0001522195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088665,"threshold_uncertainty_score":0.3078249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006038098113062141,"score_gpt":0.1913034560906114,"score_spread":0.1852653579775492,"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."}}