{"id":"W4396872325","doi":"10.3390/jrfm17050199","title":"Development of New Products for Climate Change Resilience in South Africa—The Catastrophe Resilience Bond Introduction","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Climate change; Bond; Environmental resource management; Geography; Environmental planning; Political science; Business; Environmental science; Oceanography; Geology; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157115,0.000186161,0.00006432298,0.0006466746,0.001042008,0.001537462,0.0001792097,0.0004304551,0.008330837],"category_scores_gemma":[0.002702131,0.0001096166,0.0001339257,0.0006302404,0.0009164041,0.001467144,0.001019796,0.000676927,0.0003819098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009592884,"about_ca_system_score_gemma":0.001089658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181159,"about_ca_topic_score_gemma":0.002142469,"domain_scores_codex":[0.9996462,0.000126145,0.00001893686,0.00002877202,0.0001280015,0.00005197567],"domain_scores_gemma":[0.9981583,0.0009304474,0.000441805,0.0001492504,0.0001782067,0.0001419305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003886799,0.0004082976,0.06143613,0.00371001,0.00004459881,0.00446052,0.1307884,0.001730239,0.05778992,0.2194692,0.02160058,0.4981734],"study_design_scores_gemma":[0.00001611002,0.0005691401,0.1170523,0.001812387,0.00004431614,0.002902911,0.06170355,0.0009021093,0.01618888,0.01395136,0.7848011,0.00005593453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8070651,0.007471673,0.007263276,0.006401025,0.0001521306,0.0005475857,0.000595963,0.0000765704,0.1704266],"genre_scores_gemma":[0.9708008,0.003478285,0.007243985,0.0002635434,0.00002969388,0.00009389682,0.0001197446,0.00001593184,0.01795414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008330837,"threshold_uncertainty_score":0.02786946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386988507692258,"score_gpt":0.2194053386619629,"score_spread":0.1955354535850403,"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."}}