{"id":"W4230845076","doi":"10.2139/ssrn.1934015","title":"Hedge Fund Failure During Recent Financial Crisis","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Hedge fund; Business; Financial system; Financial crisis; Finance; 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":[0.0005634253,0.0002224021,0.0002161744,0.0001539323,0.0003897797,0.000140305,0.0003940283,0.00009731216,0.0003456706],"category_scores_gemma":[0.0001024102,0.0002072485,0.0001371189,0.0004066039,0.00003547339,0.001182867,0.0001060814,0.0010566,0.0003308232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314812,"about_ca_system_score_gemma":0.0004163673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962666,"about_ca_topic_score_gemma":0.001709618,"domain_scores_codex":[0.9970984,0.000008757332,0.0003222266,0.0002650656,0.000274637,0.002030888],"domain_scores_gemma":[0.9992729,0.000005240467,0.0003298246,0.0001893712,0.0001792869,0.00002342237],"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":[0.0003601048,0.0001915008,0.01030193,0.00006403525,0.0000814903,0.00009478595,0.0004566488,0.000003050289,0.0003523383,0.9557981,0.0128707,0.01942533],"study_design_scores_gemma":[0.002490146,0.0001075258,0.09042954,0.0000714057,0.0001410584,0.0002936862,0.003530365,0.00001733221,0.0003404094,0.5342659,0.3673053,0.001007297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803985,0.002885743,0.001571548,0.001476889,0.001206448,0.000171449,0.0000042221,0.0001068181,0.01217838],"genre_scores_gemma":[0.9924028,0.003290169,0.00005864416,0.0007147554,0.002775262,0.000007093106,0.000004200238,0.00004020303,0.0007068758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4215322,"threshold_uncertainty_score":0.8451349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673700543862397,"score_gpt":0.1998910722023637,"score_spread":0.1831540667637397,"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."}}