{"id":"W7081913170","doi":"10.23661/ipb17.2025","title":"Climate mainstreaming in environmental treaties","year":2025,"lang":"en","type":"report","venue":"Econstor (Econstor)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Climate change; Political economy of climate change; Treaty; Mainstreaming; Climate governance; United Nations Framework Convention on Climate Change; Agriculture; Convention on Biological Diversity; Environmental law","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":[0.04506601,0.0004774609,0.0005858931,0.002172053,0.007341818,0.0164347,0.002335203,0.008730197,0.01577868],"category_scores_gemma":[0.06689205,0.0004335999,0.001128651,0.004708274,0.01497028,0.02394379,0.01215851,0.01175143,0.001131138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457165,"about_ca_system_score_gemma":0.02427274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506725,"about_ca_topic_score_gemma":0.02266204,"domain_scores_codex":[0.9579441,0.02126369,0.001765468,0.003433069,0.009730452,0.00586331],"domain_scores_gemma":[0.953779,0.03349762,0.003001775,0.002322511,0.004893735,0.002505348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002431689,0.00005233147,0.001045481,0.0002826532,0.00001365195,0.0001104903,0.006671363,0.000505676,0.0003521231,0.9304147,0.02218216,0.03834506],"study_design_scores_gemma":[0.00002896679,0.00006577816,0.004327926,0.001795547,0.00002298025,0.0000530605,0.008656749,0.000362721,0.0005941098,0.3234512,0.6605717,0.00006935326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0424128,0.02588095,0.01189278,0.3554342,0.005623619,0.0002442728,0.0002957229,0.0001518838,0.5580639],"genre_scores_gemma":[0.7168962,0.0165436,0.009348545,0.1898397,0.003422102,0.0006554376,0.0004454169,0.0003185192,0.06253047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04506601,"threshold_uncertainty_score":0.2383347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355067528697293,"score_gpt":0.2266161285328262,"score_spread":0.2130654532458533,"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."}}