{"id":"W2270265451","doi":"","title":"Why Stewardship is Proving Elusive for Institutional Investors","year":2010,"lang":"en","type":"article","venue":"","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institutional investor; Business; Fiduciary; Shareholder; Portfolio; Stewardship (theology); Corporate governance; Finance; Custodians; Diversification (marketing strategy); Accounting; Asset management; Asset (computer security); Duty","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199875,0.0001153774,0.0001044587,0.00006999927,0.0002142445,0.0001608527,0.0001765196,0.00006571978,0.0002882461],"category_scores_gemma":[0.0002594875,0.000102378,0.0000678584,0.0001616838,0.00007884733,0.001076517,0.00005996967,0.0001018441,0.0001197429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001381853,"about_ca_system_score_gemma":0.00004912513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000946264,"about_ca_topic_score_gemma":0.0006334494,"domain_scores_codex":[0.9992735,7.949724e-7,0.0001429721,0.0002146205,0.0001590366,0.0002090077],"domain_scores_gemma":[0.9995498,0.00002000402,0.0001123911,0.0001384501,0.0001682739,0.00001106544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002007811,0.00002852373,0.005702644,0.00008522983,0.000006248015,0.000002591847,0.00007189392,0.000002099285,0.001344364,0.8175839,0.1727501,0.002402421],"study_design_scores_gemma":[0.0003789121,0.000005647139,0.01116061,0.00001217746,0.00001282652,9.790888e-7,0.00005984675,0.0004903111,0.0004644911,0.01529082,0.9719305,0.0001928543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871239,0.00004663684,0.005890528,0.005477445,0.003055622,0.0006541288,0.0000413994,0.0001831517,0.09752721],"genre_scores_gemma":[0.9542785,0.000003040822,0.001510153,0.03873705,0.003358096,0.00007545458,0.00003808226,0.00002429283,0.001975339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.802293,"threshold_uncertainty_score":0.4174853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686623473797578,"score_gpt":0.2185130209252462,"score_spread":0.2016467861872705,"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."}}