{"id":"W4402411836","doi":"10.1007/s43621-024-00438-5","title":"Unveiling economic resilience: exploring the impact of financial vulnerabilities on economic volatility through the economic vulnerability index","year":2024,"lang":"en","type":"article","venue":"Discover Sustainability","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent College","funders":"","keywords":"Vulnerability (computing); Index (typography); Volatility (finance); Resilience (materials science); Vulnerability index; Economic impact analysis; Natural resource economics; Business; Economics; Financial economics; Climate change; Computer science; Computer security; Ecology","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"],"consensus_categories":[],"category_scores_codex":[0.003126014,0.0005082519,0.0007969589,0.0001725002,0.0005559147,0.0003823138,0.001006764,0.0001532458,0.0007165219],"category_scores_gemma":[0.0008182822,0.0003421098,0.0008460364,0.0002293576,0.001135526,0.001573469,0.0003065373,0.0006596966,0.000321669],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007824704,"about_ca_system_score_gemma":0.002996607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536209,"about_ca_topic_score_gemma":0.0005566094,"domain_scores_codex":[0.9958934,0.0001950314,0.001639619,0.00135472,0.0001214247,0.0007958601],"domain_scores_gemma":[0.9963464,0.001438896,0.000378313,0.001659768,0.00006244658,0.0001142482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000377131,0.0001295305,0.2502124,0.00024877,0.0001483186,0.000004425684,0.005734991,0.2364818,0.000001802892,0.5005905,0.002967015,0.003103278],"study_design_scores_gemma":[0.0003019705,0.000225994,0.5130318,0.00003595788,0.00001087313,0.000003955859,0.002057623,0.03398178,0.0001186195,0.4402222,0.009528903,0.00048029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869176,0.0009334617,0.0008170553,0.001706949,0.001323759,0.001040533,0.0004086462,0.0000660861,0.006785905],"genre_scores_gemma":[0.9984537,0.0001472369,0.00001776233,0.00008145964,0.0003368998,0.0003416557,0.00001481881,0.00003778836,0.0005687169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2628194,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351790535924175,"score_gpt":0.300526826680339,"score_spread":0.2653477730879215,"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."}}