{"id":"W3175633343","doi":"10.2139/ssrn.3779601","title":"Informed Trader Competition","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Competition (biology); Business; Industrial organization; Economics","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":[0.001806562,0.0004253044,0.0008664288,0.0006398131,0.0007215185,0.005321801,0.0009464848,0.004238768,0.05309057],"category_scores_gemma":[0.008268348,0.0004000106,0.0006157825,0.0007279328,0.001331851,0.004017228,0.001350757,0.002245278,0.006744585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105015,"about_ca_system_score_gemma":0.001241295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009257358,"about_ca_topic_score_gemma":0.001487266,"domain_scores_codex":[0.998528,0.0004123772,0.00005410073,0.0003353002,0.0004195772,0.0002506067],"domain_scores_gemma":[0.9959699,0.001821567,0.0005629865,0.001069569,0.0002964475,0.0002795137],"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":[0.0002184301,0.0001014044,0.001029555,0.00006763062,0.00005360609,0.0002669662,0.0001657613,0.01201928,0.001058337,0.9361115,0.0169556,0.031952],"study_design_scores_gemma":[0.00009567534,0.0001015041,0.001363229,0.00003333916,0.00002968466,0.0002626002,0.0001366,0.03303253,0.000689565,0.9386778,0.02554183,0.00003556633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1256558,0.001539439,0.06963513,0.01041125,0.0005689007,0.0001127024,0.0009445054,0.0006263385,0.7905058],"genre_scores_gemma":[0.9128729,0.0004351564,0.002662427,0.001123074,0.0002194287,0.00003183255,0.0002010874,0.00004578958,0.08240836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05309057,"threshold_uncertainty_score":0.1776056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862098585419972,"score_gpt":0.2097855804006493,"score_spread":0.1911645945464496,"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."}}