{"id":"W2018744745","doi":"10.2139/ssrn.574186","title":"Incentives and Risk Taking in Hedge Funds","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incentive; Hedge fund; Business; Actuarial science; Finance; Economics; Microeconomics","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":[0.00121477,0.0001110495,0.0002094246,0.0002003636,0.0001540578,0.00008937313,0.0001171745,0.00005891419,0.00002841454],"category_scores_gemma":[0.0001085774,0.0001164296,0.00005168205,0.000165298,0.00005973476,0.000366737,0.00002804039,0.000848412,0.0000273624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567639,"about_ca_system_score_gemma":0.0002491889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007357062,"about_ca_topic_score_gemma":0.00174305,"domain_scores_codex":[0.9983427,0.0000147973,0.0003507755,0.0001961657,0.00002589715,0.001069667],"domain_scores_gemma":[0.9994062,0.00001421136,0.0004471931,0.00008127745,0.000009882317,0.00004129783],"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":[0.00001404226,0.00003272574,0.1683246,0.000002975957,0.00002399849,0.000002110004,0.0002093075,0.00003416573,0.000004225265,0.8282336,0.000003743151,0.003114502],"study_design_scores_gemma":[0.0007163881,0.0001329563,0.235303,0.00001522606,0.000002615106,0.00002767592,0.0004288176,0.00002643327,0.000006017803,0.7620027,0.001220551,0.0001176072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655333,0.01903336,0.001541216,0.0003295077,0.0001642511,0.00006687271,0.000005896721,0.00001020449,0.01331541],"genre_scores_gemma":[0.9590368,0.04047492,0.0001089899,0.00005609893,0.000101972,0.000003124843,9.184888e-7,0.00001200839,0.0002051631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06697842,"threshold_uncertainty_score":0.4747862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483237171092481,"score_gpt":0.2096132375732957,"score_spread":0.1947808658623709,"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."}}