{"id":"W4410051668","doi":"10.2139/ssrn.5240434","title":"Understanding Misunderstanding In Experimental Asset Markets","year":2025,"lang":"en","type":"preprint","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":"Western University","funders":"","keywords":"Asset (computer security); Business; Financial economics; Economics; Computer science; Computer security","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":[0.01337037,0.0004046248,0.0005305288,0.001358592,0.0008173734,0.004287949,0.001261811,0.002451528,0.006117314],"category_scores_gemma":[0.1428301,0.0004602943,0.0002605278,0.001093442,0.003371098,0.008742813,0.002228662,0.002253847,0.0006119268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008221752,"about_ca_system_score_gemma":0.0007867867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005410982,"about_ca_topic_score_gemma":0.0003483936,"domain_scores_codex":[0.992651,0.004332193,0.0005911399,0.0008256359,0.001404192,0.0001958457],"domain_scores_gemma":[0.7899084,0.166402,0.01619252,0.02038145,0.006159252,0.0009562235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001803747,0.001881396,0.1140886,0.001006915,0.0002749529,0.001472217,0.04697048,0.01533377,0.0260462,0.6511378,0.01101882,0.1289651],"study_design_scores_gemma":[0.0003549119,0.000401095,0.03346434,0.0002382302,0.0001624927,0.001225667,0.01018763,0.1054333,0.02491938,0.8093187,0.01414702,0.0001472729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554911,0.0003936447,0.02841873,0.002399608,0.0001097486,0.00006536689,0.0002563103,0.0001817566,0.01268362],"genre_scores_gemma":[0.9921386,0.000166678,0.00626742,0.0002673361,0.00005525822,0.00006077337,0.0001793771,0.00007795556,0.0007866295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337037,"threshold_uncertainty_score":0.07071012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08958969984724706,"score_gpt":0.267084691763344,"score_spread":0.177494991916097,"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."}}