{"id":"W3015009364","doi":"10.2139/ssrn.3555984","title":"Analyzing Active Managers' Commitment to ESG: Evidence from United Nations Principles for Responsible Investment","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Investment (military); Public economics; Finance; Industrial organization; Accounting; Economics; Political science; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01933686,0.0002853914,0.0001987458,0.001743735,0.001196989,0.002225348,0.001382707,0.001828047,0.004868674],"category_scores_gemma":[0.08146515,0.0002687986,0.0002724625,0.002075642,0.001997322,0.002708579,0.001838946,0.002167765,0.0003670025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205515,"about_ca_system_score_gemma":0.001953638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130805,"about_ca_topic_score_gemma":0.03133575,"domain_scores_codex":[0.9911562,0.004617958,0.0005707211,0.0004111537,0.002345114,0.0008988816],"domain_scores_gemma":[0.8112841,0.1115377,0.05332604,0.007530276,0.01005612,0.006265814],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006423671,0.0008515705,0.9315879,0.0001319062,0.0001913279,0.0001402388,0.009173079,0.001163704,0.0001646899,0.01184023,0.003592783,0.04052017],"study_design_scores_gemma":[0.00003896736,0.0002665306,0.9764737,0.0001710864,0.00006194525,0.00004292193,0.01269554,0.0007683336,0.0002003863,0.003552662,0.005706901,0.00002113509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709606,0.0005114916,0.0005094901,0.001837764,0.0000336327,0.00004537266,0.0001744944,0.000005346596,0.02592179],"genre_scores_gemma":[0.9977337,0.000165495,0.0002102066,0.0002376725,0.0000117865,0.00002305362,0.0001392655,0.000002855098,0.001475889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9806631,"threshold_uncertainty_score":0.1022643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0701443868476611,"score_gpt":0.3004176790309078,"score_spread":0.2302732921832467,"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."}}