{"id":"W1935696470","doi":"10.2139/ssrn.2465632","title":"Playing it Safe? Managerial Preferences, Risk, and Agency Conflicts","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Agency (philosophy); Business; Risk management; Actuarial science; Finance; Sociology","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":[0.01115521,0.0002333792,0.0003774939,0.001167228,0.001730385,0.006610679,0.0005049088,0.002799683,0.007220695],"category_scores_gemma":[0.04734128,0.0003552784,0.0002694961,0.0008451488,0.003930464,0.003872046,0.001211896,0.00246488,0.0005372717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009514631,"about_ca_system_score_gemma":0.0009789845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338676,"about_ca_topic_score_gemma":0.003243086,"domain_scores_codex":[0.9936169,0.004158798,0.0002712621,0.0003699129,0.0006482687,0.0009348896],"domain_scores_gemma":[0.9558568,0.02534421,0.009584568,0.001825968,0.001476065,0.005912418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002848948,0.002096343,0.6742994,0.000146316,0.0005153907,0.002044127,0.02881685,0.005536915,0.002523587,0.1691208,0.005353971,0.1066974],"study_design_scores_gemma":[0.0005208551,0.001053956,0.3995812,0.0001699706,0.0002299781,0.002074536,0.08341645,0.01559089,0.001054884,0.4844344,0.01165511,0.0002177767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611961,0.0005691881,0.00179938,0.005180347,0.00003953281,0.00001529437,0.00002554656,0.000004879479,0.03116971],"genre_scores_gemma":[0.9991515,0.00007530016,0.0001540665,0.0001808605,0.00001447801,0.000003273745,0.000004099411,0.000002206529,0.0004141059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115521,"threshold_uncertainty_score":0.05899507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194690475968391,"score_gpt":0.2021005750871402,"score_spread":0.1901536703274563,"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."}}