{"id":"W4386015093","doi":"10.5267/j.ijdns.2023.6.013","title":"Informativeness of environmental, social and governance (ESG) data on investment decisions: The mediating role purpose of investment","year":2023,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Investment decisions; Investment (military); Open-ended investment company; Corporate social responsibility; Investment strategy; Sustainability; Mediation; Accounting; Return on investment; Finance; Economics; Public relations; Behavioral economics; Profit (economics); Microeconomics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002191927,0.00007191962,0.0001275928,0.0001415529,0.000194646,0.0001425302,0.001641736,0.00001875416,0.000009922855],"category_scores_gemma":[0.0007803371,0.00004940872,0.00001270318,0.0006334122,0.0005674626,0.003397266,0.001973103,0.0000889659,0.00000129481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984241,"about_ca_system_score_gemma":0.00007720478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002234256,"about_ca_topic_score_gemma":0.000003515436,"domain_scores_codex":[0.9984506,0.00001310218,0.0004748762,0.0001500658,0.0007958321,0.0001155679],"domain_scores_gemma":[0.9984542,0.0002336633,0.0007870517,0.0002786004,0.0002352338,0.00001131446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004750043,0.0003685124,0.1077136,0.0001374944,0.0001969477,0.00002255058,0.002112523,0.003520031,0.00121255,0.2007834,0.01761115,0.6658462],"study_design_scores_gemma":[0.001448091,0.00007059002,0.7093846,0.0004928486,0.00006102815,0.00002587849,0.005823234,0.06878842,0.0001979592,0.03528759,0.1781624,0.000257336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944767,0.000271682,0.0007876388,0.003040737,0.0006451389,0.0001481838,0.0001435423,0.000005659875,0.000480708],"genre_scores_gemma":[0.9973544,0.0003983184,0.0002510943,0.001434891,0.0004851067,0.000001420355,0.00006650394,0.00000333148,0.000004939713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6655889,"threshold_uncertainty_score":0.3050781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05758760572157941,"score_gpt":0.3083405038875864,"score_spread":0.250752898166007,"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."}}