{"id":"W4412622503","doi":"10.2139/ssrn.5356746","title":"ESG Investing Trends in Emerging Markets: A Behavioral Finance Perspective","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Chartered Professional Accountants of Canada","funders":"","keywords":"Perspective (graphical); Behavioral economics; Business; Emerging markets; Finance; Financial market; Financial economics; Financial system; Economics; Computer science","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":[0.001049445,0.0003396606,0.0003924458,0.00115529,0.0003156544,0.003147019,0.0005571404,0.001742927,0.003957974],"category_scores_gemma":[0.00381718,0.0001688249,0.0002926663,0.001337379,0.00113581,0.003353739,0.0005559701,0.001677786,0.0002136965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008078,"about_ca_system_score_gemma":0.0007216232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004825596,"about_ca_topic_score_gemma":0.005539387,"domain_scores_codex":[0.9997708,0.00009383471,0.00001121143,0.00003686382,0.00004200527,0.00004530277],"domain_scores_gemma":[0.9977891,0.0009365613,0.0006666301,0.00008374777,0.0002431781,0.0002808865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000425723,0.0001488112,0.02291767,0.00006574932,0.00005020684,0.0002414757,0.0003001625,0.01482038,0.0005994683,0.9300953,0.004438251,0.02628007],"study_design_scores_gemma":[0.00001827151,0.000127703,0.03243111,0.0001708746,0.00006075304,0.0002151037,0.001058748,0.09463116,0.0003488517,0.8516127,0.01928871,0.00003610042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6867014,0.01801292,0.08095947,0.06854927,0.0006064422,0.00005671267,0.001516885,0.0001433915,0.1434535],"genre_scores_gemma":[0.9818909,0.007064491,0.002298957,0.0006291917,0.0005093814,0.00001488721,0.0001568093,0.00001496725,0.007420375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004825596,"threshold_uncertainty_score":0.01324081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488058073092585,"score_gpt":0.2659034397565867,"score_spread":0.2510228590256608,"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."}}