{"id":"W1587272026","doi":"10.1787/5kg706918zvl-en","title":"Harmonising Climate Risk Management","year":2011,"lang":"en","type":"paratext","venue":"OECD environment working papers","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Institute for Sustainable Development","funders":"Danish International Development Agency; African Development Bank Group; World Bank Group","keywords":"Declaration; Variety (cybernetics); Terminology; Adaptation (eye); Process (computing); Process management; Computer science; Risk analysis (engineering); Risk management; Set (abstract data type); Climate change; Business; Data science; Knowledge management","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000600028,0.0007068033,0.0009784669,0.0003939333,0.0004521584,0.0001858439,0.0006200411,0.0005088571,0.04761977],"category_scores_gemma":[0.000004135358,0.0009108729,0.0004463354,0.00006871688,0.0001536796,0.00009078945,0.0005261202,0.0006493705,0.1920313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006553412,"about_ca_system_score_gemma":0.00000502785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726657,"about_ca_topic_score_gemma":0.00001088288,"domain_scores_codex":[0.996326,0.00003106767,0.001133098,0.001297099,0.00006692816,0.001145844],"domain_scores_gemma":[0.997394,0.0000462043,0.001325307,0.001027949,0.000001345566,0.0002052364],"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":[0.0006298037,0.002082387,0.08514223,0.003496378,0.008327723,0.0002536261,0.01222011,0.01075373,0.00004277379,0.2179062,0.4357958,0.2233492],"study_design_scores_gemma":[0.000492801,0.00003609431,0.001387838,0.0001269944,0.00008193782,0.000003142921,0.0001072193,0.00007169145,0.00001591373,0.001610214,0.9950587,0.001007481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001603772,0.00867601,0.0001194441,0.0001276274,0.003220812,0.0004718819,0.0008537609,0.00005804626,0.9848686],"genre_scores_gemma":[0.07168335,0.656976,0.005001698,0.00171477,0.001913685,0.0003969012,0.001499991,0.0006331968,0.2601804],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7246882,"threshold_uncertainty_score":0.9993342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07100925193392618,"score_gpt":0.2106166153846635,"score_spread":0.1396073634507373,"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."}}