{"id":"W4415620100","doi":"10.1186/s12992-026-01224-w","title":"The Energy Transition and Export-Credit Agencies: Problems or Solutions for Planetary Health Equity?","year":2025,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Fossil fuel; Renewable energy; Energy transition; Equity (law); Environmental impact of the energy industry; Greenhouse gas; Energy subsidies; Investment (military)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001733429,0.0001279758,0.0002545546,0.00009597228,0.00176796,0.0001544507,0.00009669014,0.00007299734,0.00001705846],"category_scores_gemma":[0.0001032395,0.00009111442,0.00002788571,0.0003549951,0.00008969753,0.0002458955,0.00008977793,0.00005467939,0.000001610349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257922,"about_ca_system_score_gemma":0.0004230028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687115,"about_ca_topic_score_gemma":0.009414248,"domain_scores_codex":[0.9984136,0.00004551727,0.0005277623,0.0002416202,0.0001000263,0.0006715285],"domain_scores_gemma":[0.9993845,0.00007828668,0.0002498306,0.0001269929,0.00009871899,0.00006170895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000018624,0.00001082399,0.00007369176,0.0005698683,0.000007665297,7.675736e-8,0.00004558918,0.0001808358,1.727599e-7,0.4354855,0.5526698,0.01093743],"study_design_scores_gemma":[0.0004014185,0.00005475495,0.002579523,0.00007093876,0.000007493155,0.000002869577,0.0004848097,0.04541409,2.412201e-8,0.01582938,0.9350803,0.00007438623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004147569,0.008554615,0.1477713,0.8330612,0.001095445,0.001374012,0.0001157984,0.0002094542,0.007403413],"genre_scores_gemma":[0.1310508,0.01871492,0.0004763582,0.8457125,0.001432283,0.0002371086,0.001304731,0.00002485244,0.001046397],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4196561,"threshold_uncertainty_score":0.9995316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09225979204811387,"score_gpt":0.3553068649157797,"score_spread":0.2630470728676658,"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."}}