{"id":"W4391107550","doi":"10.1007/s44265-023-00026-x","title":"Advancing green finance: a review of climate change and decarbonization","year":2024,"lang":"en","type":"review","venue":"Digital Economy and Sustainable Development","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Northern British Columbia","funders":"","keywords":"Climate Finance; Green economy; Climate change; Mainstream; Carbon finance; Finance; Green growth; Sustainability; Business; Sustainable development; Renewable energy; Political economy of climate change; Project finance; Economics; Political science; Economic growth; Developing country; Ecology","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":[0.0008144296,0.0005512352,0.002253983,0.000621346,0.000157413,0.0002327053,0.0002053942,0.0002413421,0.00002532117],"category_scores_gemma":[0.00009158051,0.0005624586,0.0002126775,0.0006379363,0.00008862871,0.001057978,0.0005676376,0.0002378951,0.00006622163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684048,"about_ca_system_score_gemma":0.0003219699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003823661,"about_ca_topic_score_gemma":0.000002739144,"domain_scores_codex":[0.9966661,0.00001327037,0.001609979,0.0008509523,0.00004121271,0.0008184952],"domain_scores_gemma":[0.9986082,0.00005394157,0.000799099,0.0003201407,0.0001077799,0.0001108745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002032857,0.00002031859,0.0001287087,0.2838192,0.00007938955,0.00005971628,0.0002270915,5.639018e-8,7.938552e-11,0.09699804,0.0001832238,0.6184822],"study_design_scores_gemma":[0.0001287004,0.00004380064,0.00002579568,0.03531022,0.00009274823,0.00003581292,0.0002638711,0.00001646549,5.366147e-8,0.007559995,0.9559327,0.0005897983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002698724,0.9765059,0.0000457681,0.0001237278,0.00008691262,0.001293126,0.0001298139,0.00003693525,0.0217508],"genre_scores_gemma":[0.00009659612,0.9947257,0.0001510597,0.0002007561,0.00007390667,0.0006097945,0.0002349103,0.00007503265,0.003832264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9557495,"threshold_uncertainty_score":0.9996827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556211243632334,"score_gpt":0.2463148842177342,"score_spread":0.2207527717814108,"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."}}