{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001674313,0.0001753841,0.0001896605,0.0007709754,0.0002845212,0.0004038727,0.00009004833,0.0001646497,0.003309573],"category_scores_gemma":[0.001220674,0.00009369844,0.0001847877,0.0009996769,0.00009941366,0.0003094651,0.0004913613,0.0002823895,0.0003622185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846366,"about_ca_system_score_gemma":0.0001947182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583082,"about_ca_topic_score_gemma":0.01039405,"domain_scores_codex":[0.9998623,0.00001663836,0.00001273708,0.00001507604,0.00004760239,0.00004563214],"domain_scores_gemma":[0.9991233,0.0002849393,0.0002154898,0.00007095547,0.0001799029,0.0001255497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002237566,0.0001214147,0.8987824,0.0002014975,0.0002107712,0.002158285,0.000898032,0.005711787,0.02085008,0.0005816859,0.005579479,0.06266704],"study_design_scores_gemma":[0.00002290317,0.00006117317,0.9969352,0.000009997422,0.00002811695,0.0001810946,0.0002294308,0.001006159,0.0004343689,0.00009397833,0.0009926824,0.000004765341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917513,0.000169142,0.0001676063,0.00007306934,0.00004566166,0.00001522525,0.001313884,0.00002776197,0.006436407],"genre_scores_gemma":[0.9967955,0.0002078877,0.00009693184,0.00002525071,0.0000844147,0.000004879711,0.001942007,0.000007706939,0.0008354625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003583082,"threshold_uncertainty_score":0.01107162,"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."}}