{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3d5922e4671a","filters":{"venue":"Digital Economy and Sustainable Development"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"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","authors":[{"name":"Chengbo Fu","is_ca":true},{"name":"Lei Lü","is_ca":true},{"name":"Mansoor Pirabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02534315120333691,"gpt":0.246958561512283,"spread":0.2216154103089461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002972325,0.0007786011,0.001304931,0.005628223,0.0005414534,0.002503735,0.0006692047,0.001624921,0.004115687],"category_scores_gemma":[0.01008194,0.0003337128,0.0008413262,0.00880105,0.001016601,0.002668472,0.001165726,0.001887636,0.0006475322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182127,"about_ca_system_score_gemma":0.007519491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004277461,"about_ca_topic_score_gemma":0.006410014,"domain_scores_codex":[0.9986359,0.0004535753,0.0001950327,0.0001298111,0.0005053268,0.00008026155],"domain_scores_gemma":[0.9924109,0.005664342,0.0005815888,0.000117152,0.001048111,0.0001779368],"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":[0.00004411754,0.00005051747,0.0004024342,0.07129627,0.0002038557,0.0001125342,0.0002385913,0.001034564,0.0003039153,0.04446273,0.04061608,0.8412344],"study_design_scores_gemma":[0.000007514052,0.00004825364,0.001283283,0.06158702,0.0001645027,0.0002171071,0.0002215087,0.0001983522,0.0001710218,0.01087107,0.9252087,0.00002179266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007551291,0.9978807,0.0001332334,0.0008828696,0.0001907243,0.000003711725,0.00001355537,0.000002340538,0.0008174157],"genre_scores_gemma":[0.001237129,0.9980897,0.0001311165,0.0002439176,0.0001491951,0.000005150835,0.0000127838,0.000001232886,0.0001298009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005628223,"threshold_uncertainty_score":0.01583248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"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","authors":[{"name":"Chengbo Fu","is_ca":true},{"name":"Lei Lü","is_ca":true},{"name":"Mansoor Pirabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02556211243632334,"gpt":0.2463148842177342,"spread":0.2207527717814108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002054026,0.000752542,0.001194128,0.004042813,0.0004056795,0.001663479,0.0005877751,0.001315513,0.003634441],"category_scores_gemma":[0.006823758,0.000324881,0.000786382,0.006957744,0.0006953428,0.002089302,0.0007595146,0.00171491,0.0006038032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353409,"about_ca_system_score_gemma":0.004234498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391375,"about_ca_topic_score_gemma":0.004950696,"domain_scores_codex":[0.9992317,0.0002271077,0.0001140971,0.0000880559,0.0002890928,0.00004995288],"domain_scores_gemma":[0.9949042,0.003785772,0.0004614384,0.00007269924,0.0006571237,0.0001187639],"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":[0.00006499272,0.00007673343,0.0006471968,0.07679152,0.0002895544,0.0001571394,0.0002159586,0.001264034,0.0003998005,0.03291418,0.05291826,0.8342606],"study_design_scores_gemma":[0.00001242126,0.00008007275,0.002393614,0.05301611,0.0003151842,0.0003451782,0.0001857548,0.0002763391,0.0002406031,0.009719308,0.9333864,0.00002896538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009653581,0.9982577,0.00009750287,0.0006723542,0.0001414963,0.000003066734,0.00001470788,0.000002271167,0.0007143517],"genre_scores_gemma":[0.0009525047,0.9985141,0.00007542801,0.0002085602,0.0001358428,0.000003109082,0.00001015761,9.720542e-7,0.00009937601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004042813,"threshold_uncertainty_score":0.01215845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}