{"id":"W7135267094","doi":"","title":"Hurricane Impact Index for Assessing Direct and Indirect Hazards in Central America","year":2025,"lang":"en","type":"other","venue":"Investigative News in Education (Universidad de Costa Rica)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vicerrectoría de Investigación, Universidad de Costa Rica; Universidad de Costa Rica; Consejo Superior Universitario Centroamericano; International Development Research Centre","keywords":"Index (typography); Natural disaster; Natural hazard; Distribution (mathematics); Hazard; Intensity (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005323716,0.0002984867,0.0001945831,0.003910978,0.0002673329,0.0005582037,0.0003088762,0.0001324461,0.001775088],"category_scores_gemma":[0.001337547,0.0000674077,0.0001441921,0.002546148,0.0002110712,0.0002825258,0.000493577,0.0001886754,0.0002271516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008273654,"about_ca_system_score_gemma":0.0009451642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04876175,"about_ca_topic_score_gemma":0.08120023,"domain_scores_codex":[0.9997932,0.00003999002,0.00002069566,0.00002231729,0.00009681763,0.00002692619],"domain_scores_gemma":[0.9989843,0.0001136088,0.0002588285,0.00005677998,0.0004439825,0.0001425481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001074599,0.0001192215,0.9454588,0.00004342733,0.00006642908,0.00009242813,0.0003000569,0.002135009,0.001902014,0.0007092052,0.004264553,0.04480138],"study_design_scores_gemma":[0.000009269605,0.00006321663,0.9905636,0.00002243077,0.0000215346,0.00006987273,0.0006367265,0.003957151,0.0004629976,0.0001840808,0.004000006,0.00000904589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9613293,0.0005540848,0.004244355,0.0001421915,0.00002649726,0.0002627783,0.004660438,0.0001631416,0.02861723],"genre_scores_gemma":[0.9881063,0.000195534,0.006568298,0.0000341769,0.00001728842,0.0001441984,0.002746513,0.00002396207,0.002163657],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04876175,"threshold_uncertainty_score":0.09695584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805640605259451,"score_gpt":0.3304579924837499,"score_spread":0.3124015864311554,"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."}}