{"id":"W1996462656","doi":"10.1023/b:nhaz.0000031312.98231.81","title":"Storm Surges from Extra-Tropical Cyclones","year":2004,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada); General Dynamics (Canada)","funders":"","keywords":"Storm surge; Climatology; Tropical cyclone; Storm; Natural hazard; Synoptic scale meteorology; Environmental science; Surge; Oceanography; Geology; Meteorology; Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005079282,0.0002054736,0.0002642685,0.00006638357,0.0002057481,0.0001085919,0.0003796341,0.0001673048,0.00395009],"category_scores_gemma":[0.0001044881,0.0001405351,0.0001560299,0.00025548,0.0001928128,0.0002682028,0.00002748803,0.0005948405,0.0009684697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002114346,"about_ca_system_score_gemma":0.0000941066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01978496,"about_ca_topic_score_gemma":0.0240509,"domain_scores_codex":[0.9980051,0.00006598266,0.0002457721,0.0004086854,0.0006823102,0.0005921444],"domain_scores_gemma":[0.9991674,0.000174277,0.00003442215,0.0002351444,0.00005857399,0.000330118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001551863,0.00003709448,0.7992042,0.000009043118,0.00002733636,0.0001016727,0.0000486891,0.0001382125,0.0003387254,0.0008154275,0.000401346,0.198723],"study_design_scores_gemma":[0.0005023274,0.000113617,0.9804201,0.00001313807,0.000008293975,0.00001002441,0.00002817508,0.0003174471,0.0004248074,0.007005236,0.01093752,0.0002193567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921551,0.002896022,0.0001405404,0.002291795,0.0008826753,0.000114046,0.000103413,0.0001287611,0.001287686],"genre_scores_gemma":[0.9969122,0.0001390738,0.00161715,0.0003109919,0.0007141074,0.000001437631,0.0001354403,0.000005773946,0.0001638132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1985037,"threshold_uncertainty_score":0.9998094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414325345562309,"score_gpt":0.2424182234981909,"score_spread":0.2282749700425678,"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."}}