{"id":"W2111609422","doi":"10.1007/s11069-006-9047-4","title":"Vulnerability from storm surges and cyclone wind fields on the coast of Andhra Pradesh, India","year":2006,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Storm surge; Tropical cyclone; Vulnerability (computing); Geography; Population; Cyclone (programming language); Global warming; Natural hazard; Storm; Vulnerability assessment; Caste; Socioeconomics; Climatology; Meteorology; Climate change; Oceanography; Demography; Engineering; Geology; Psychological intervention; Political science; Economics","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":[0.0001821858,0.0001544529,0.0001675029,0.001055799,0.0007040375,0.0005969979,0.000405051,0.0002477577,0.001005603],"category_scores_gemma":[0.0009649116,0.0002091846,0.0003317875,0.001566764,0.0006747205,0.0004627379,0.0009484528,0.0004029609,0.0001289047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008931409,"about_ca_system_score_gemma":0.0008924294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09646811,"about_ca_topic_score_gemma":0.1882617,"domain_scores_codex":[0.9998116,0.00004291184,0.00001575412,0.00002450129,0.00003157215,0.00007366482],"domain_scores_gemma":[0.9989785,0.0003530109,0.0002983064,0.00006787459,0.0001365108,0.0001658151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103217,0.00003902955,0.9905514,0.00002668006,0.0001007537,0.0009396313,0.002021264,0.001468332,0.0009957063,0.0002848252,0.0003580667,0.003104133],"study_design_scores_gemma":[0.000002851495,0.00002772392,0.9973054,0.000003984627,0.00001298408,0.0001488809,0.001908929,0.0003979482,0.00004653251,0.00005916145,0.00008022694,0.000005262086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993437,0.00001316351,0.00001084663,0.0000356772,0.000001089217,0.000002449801,0.0001618269,0.000001628581,0.0004297434],"genre_scores_gemma":[0.9997292,0.00002377667,0.00001131105,0.000005898708,0.000001226424,0.000002137467,0.0001109351,4.813377e-7,0.0001150536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09646811,"threshold_uncertainty_score":0.1918132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125774820669499,"score_gpt":0.2296766344177355,"score_spread":0.2184188862110405,"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."}}