{"id":"W1487790601","doi":"10.2139/ssrn.2282617","title":"The Troubling Case of Proxy Advisors: Some Policy Recommendations","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Proxy (statistics); Business; Actuarial science; Political science; Mathematics; Statistics","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":[0.04608079,0.001822409,0.003107475,0.003262426,0.01260007,0.02713307,0.01078448,0.1383859,0.04156554],"category_scores_gemma":[0.1978492,0.001502832,0.00237388,0.002984185,0.02767132,0.0391851,0.008496069,0.07470206,0.0072124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008935658,"about_ca_system_score_gemma":0.03519131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04456432,"about_ca_topic_score_gemma":0.06028131,"domain_scores_codex":[0.9575354,0.02221097,0.002909256,0.005973667,0.006256712,0.005113931],"domain_scores_gemma":[0.6847302,0.2698095,0.009288514,0.005463811,0.0194478,0.01126015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001317185,0.0002051689,0.001694737,0.000435265,0.00006240112,0.001276843,0.002713535,0.0004888368,0.0002403318,0.3963544,0.5796551,0.01674159],"study_design_scores_gemma":[0.0004529968,0.00008185741,0.001526514,0.004979226,0.0002159271,0.001196471,0.01734278,0.001865198,0.000566791,0.4863037,0.4851163,0.0003521272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003827973,0.001582196,0.0006314256,0.990043,0.001348141,0.00002253694,0.00004948682,0.00002462619,0.005915637],"genre_scores_gemma":[0.02942335,0.004232293,0.003428163,0.9425784,0.008976415,0.0002948644,0.00005371745,0.00007276168,0.01094005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1383859,"threshold_uncertainty_score":0.2437014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094454066860714,"score_gpt":0.2495020232335109,"score_spread":0.2385574825649038,"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."}}