{"id":"W4408623107","doi":"10.1561/104.00000150","title":"Complex Instruments Have Increased Risk and Reduced Performance at Mutual Funds","year":2025,"lang":"en","type":"article","venue":"Critical Finance Review","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Business; Actuarial science","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":[0.003181503,0.0002551492,0.0003568021,0.001663318,0.0003139216,0.002152587,0.0002609845,0.0007334065,0.002750397],"category_scores_gemma":[0.01869212,0.0001130714,0.0003383608,0.001871058,0.000761361,0.001485862,0.001339307,0.0005958583,0.000384899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009197512,"about_ca_system_score_gemma":0.0008142153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833323,"about_ca_topic_score_gemma":0.00375991,"domain_scores_codex":[0.9981939,0.0005226372,0.000202975,0.0001531096,0.0005476908,0.0003796548],"domain_scores_gemma":[0.9692572,0.004021244,0.0234373,0.0005999077,0.001543946,0.001140527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003738081,0.00007020174,0.9409652,0.0001954304,0.0001708982,0.000358262,0.000673732,0.001170442,0.0008502812,0.004397308,0.00150343,0.04927107],"study_design_scores_gemma":[0.00001467838,0.0001433404,0.9933702,0.00007498779,0.00007213177,0.0002343691,0.0004125312,0.0004206995,0.0003606338,0.001397646,0.00348466,0.00001412119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893912,0.004438065,0.0003546773,0.001020729,0.00001277372,0.00001027644,0.000176825,0.00001340058,0.004582122],"genre_scores_gemma":[0.997614,0.00137645,0.0001490864,0.0000874099,0.00004433923,0.000004567659,0.0001180411,0.000004306653,0.0006017626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003833323,"threshold_uncertainty_score":0.01682562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220888390439193,"score_gpt":0.2924098847403832,"score_spread":0.2502010008359913,"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."}}