{"id":"W4233798297","doi":"10.2139/ssrn.1785431","title":"Information Leakages and Learning in Financial Markets","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Finance; Financial system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001633495,0.0000806923,0.0002044277,0.0002896801,0.0001350309,0.0000531696,0.00009099446,0.00004954514,0.0002334162],"category_scores_gemma":[0.00008881062,0.000087459,0.00005934182,0.0001780614,0.00001740412,0.0005337477,0.00002789953,0.0007855603,0.0000852004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949266,"about_ca_system_score_gemma":0.0001105362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008872121,"about_ca_topic_score_gemma":0.001035918,"domain_scores_codex":[0.9987239,0.00002313306,0.0004302435,0.00008466178,0.0000247678,0.00071332],"domain_scores_gemma":[0.9996122,0.00001168274,0.0002567079,0.00006659997,0.00001777952,0.00003500172],"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":[0.00004229295,0.00002008062,0.1333712,0.000009220336,0.00005089365,0.000001462181,0.001710327,0.00001682342,0.000001402762,0.8229396,0.00003963209,0.04179701],"study_design_scores_gemma":[0.000982073,0.000262195,0.4127175,0.00001970922,0.000009682849,0.0001654282,0.003561971,0.001389304,0.000003451326,0.5240418,0.05652386,0.0003230354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572541,0.005556416,0.006286075,0.0001765801,0.0001253649,0.00007451422,0.000003085489,0.00001726836,0.03050659],"genre_scores_gemma":[0.9964533,0.002184279,0.0000684816,0.0000330662,0.00005127822,0.000002534784,0.000001814054,0.000005975405,0.001199244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988979,"threshold_uncertainty_score":0.3566475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127755914378963,"score_gpt":0.1726586243086587,"score_spread":0.161381065164869,"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."}}