{"id":"W1483109190","doi":"10.2139/ssrn.2478665","title":"Simple Agents, Intelligent Markets","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Simple (philosophy); Computer science; Epistemology","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":[0.001252544,0.000503236,0.0008204428,0.0008469905,0.001007792,0.003673446,0.0008481055,0.002758054,0.007437051],"category_scores_gemma":[0.006079256,0.0004147275,0.0004125259,0.0007533981,0.003834585,0.006342379,0.001370092,0.00188222,0.000903536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008356849,"about_ca_system_score_gemma":0.0006650077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009743979,"about_ca_topic_score_gemma":0.0007048227,"domain_scores_codex":[0.9993381,0.0002550872,0.00003783456,0.0001285093,0.0001885289,0.00005181442],"domain_scores_gemma":[0.998168,0.0009770825,0.0002432387,0.0002776946,0.0001611056,0.0001728773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008018269,0.00001420881,0.0001301677,0.00005219426,0.000009747039,0.00003035344,0.00007838268,0.003207128,0.0001563235,0.9906688,0.002056404,0.003588337],"study_design_scores_gemma":[0.00000911377,0.000003257468,0.00005537513,0.000005627842,0.000002867094,0.00001684649,0.00001502466,0.005047785,0.00002826718,0.9911675,0.00364506,0.000003066623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.155691,0.0200298,0.4807154,0.03605568,0.00178798,0.0002027912,0.0006598613,0.0009109929,0.3039466],"genre_scores_gemma":[0.9017298,0.006585798,0.05415436,0.001728104,0.001563252,0.0002174625,0.0002486535,0.0001043059,0.03366828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007437051,"threshold_uncertainty_score":0.0248794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789042747067446,"score_gpt":0.236905410835529,"score_spread":0.1990149833648545,"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."}}