{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01391876,0.0002605029,0.0004561278,0.0009567619,0.003683602,0.01165715,0.001157815,0.005743713,0.004269801],"category_scores_gemma":[0.03693612,0.0003508747,0.0003035783,0.0006033019,0.02070472,0.0146519,0.005700045,0.006052238,0.001315048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896629,"about_ca_system_score_gemma":0.00375564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003281754,"about_ca_topic_score_gemma":0.002145895,"domain_scores_codex":[0.9926721,0.002564809,0.0002702658,0.0012271,0.001663746,0.001601955],"domain_scores_gemma":[0.977786,0.006844786,0.003733773,0.003575949,0.003980951,0.004078578],"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":[0.00009252686,0.00009666022,0.01271864,0.0001323002,0.00005246327,0.000330627,0.006188895,0.0005455751,0.0008051605,0.8824852,0.04175331,0.05479869],"study_design_scores_gemma":[0.00005427748,0.00008438968,0.005425233,0.000270594,0.00002330942,0.0002510936,0.005124383,0.001242975,0.001100163,0.8829217,0.1034461,0.00005567619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2059631,0.009783571,0.02435657,0.6409863,0.001658162,0.00009306605,0.00008940221,0.0003216724,0.1167482],"genre_scores_gemma":[0.9652998,0.001808746,0.002231099,0.02327282,0.0005600663,0.00003532015,0.00002177996,0.00005768093,0.006712663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01391876,"threshold_uncertainty_score":0.07361031,"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."}}