{"id":"W7083677048","doi":"10.2139/ssrn.5460215","title":"The Role of Green Bonds in Financing Sustainable Development: Evidence from Emerging Markets","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Emerging markets; Bond; Sustainability; Sustainable development; Work (physics)","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":[0.005132187,0.000191214,0.0004324156,0.001134084,0.001246823,0.004553722,0.0007031015,0.002696122,0.01239149],"category_scores_gemma":[0.03378898,0.0002257682,0.0002674897,0.001359337,0.001945538,0.00500835,0.001817303,0.002908587,0.0006210666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632637,"about_ca_system_score_gemma":0.002012615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008073722,"about_ca_topic_score_gemma":0.008899751,"domain_scores_codex":[0.9989665,0.0003620351,0.00006289979,0.00008672616,0.000285301,0.0002365592],"domain_scores_gemma":[0.9447435,0.03261524,0.01431442,0.00159626,0.003718598,0.003012103],"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":[0.002941099,0.001895301,0.3117971,0.0006016452,0.0002544795,0.001342335,0.004291468,0.009138045,0.001179311,0.5031726,0.01842519,0.1449614],"study_design_scores_gemma":[0.001713976,0.001599142,0.362665,0.001601053,0.0006881314,0.000637748,0.01816275,0.02757796,0.004651295,0.4559913,0.1245367,0.0001748858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136916,0.003426287,0.001801605,0.01097263,0.00005981423,0.00005741252,0.0003280663,0.0000309959,0.06963163],"genre_scores_gemma":[0.9960968,0.001201986,0.0001126231,0.0002049412,0.00004529549,0.000008690906,0.00007348882,0.000005122512,0.002251197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239149,"threshold_uncertainty_score":0.0414536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007473823892159778,"score_gpt":0.2652175064195368,"score_spread":0.2577436825273771,"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."}}