{"id":"W4387801664","doi":"10.1007/s44265-023-00020-3","title":"Advancing green finance: a review of sustainable development","year":2023,"lang":"en","type":"review","venue":"Digital Economy and Sustainable Development","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Northern British Columbia","funders":"","keywords":"Climate Finance; Finance; Sustainable development; Transparency (behavior); Corporate governance; Business; Incentive; Corporate social responsibility; Climate change; Carbon finance; Equity (law); Economics; Political science; Public relations; Economic growth; Developing country","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002412478,0.001117929,0.004626766,0.001477252,0.0005495879,0.0003371272,0.0008349861,0.0004841019,0.0001324955],"category_scores_gemma":[0.0004752108,0.0012246,0.0005406141,0.001792598,0.0001732069,0.001578032,0.001344797,0.0005142298,0.0005529908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685284,"about_ca_system_score_gemma":0.003039836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188071,"about_ca_topic_score_gemma":0.000006447261,"domain_scores_codex":[0.9920406,0.00003550023,0.003922805,0.00153916,0.0001310743,0.002330904],"domain_scores_gemma":[0.9960975,0.0002166965,0.002162581,0.0008253945,0.0004220386,0.0002757911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008922668,0.0001192461,0.00009714083,0.4404207,0.0004377697,0.000611522,0.0006646541,0.000001603774,4.075777e-10,0.1626324,0.003450494,0.3915556],"study_design_scores_gemma":[0.0003412808,0.00006290065,0.00003438063,0.02738496,0.00006159904,0.00003440804,0.002582874,0.000003525388,6.607489e-7,0.008596747,0.9595475,0.001349175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005293354,0.9595603,0.0002175213,0.00009861026,0.0001066995,0.002541669,0.00007418641,0.0001199193,0.03722814],"genre_scores_gemma":[0.00003198717,0.8733732,0.0004767969,0.0001886557,0.00007205403,0.001308126,0.0004852783,0.000170898,0.1238931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.956097,"threshold_uncertainty_score":0.9990204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534315120333691,"score_gpt":0.246958561512283,"score_spread":0.2216154103089461,"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."}}