{"id":"W4415505219","doi":"10.1029/2025ef006708","title":"Do Ocean Dynamics Contribute to Coastal Floods? A Case Study of the Shelfbreak Jet and Coastal Sea Level Along Southern New England (U.S.)","year":2025,"lang":"en","type":"article","venue":"Earth s Future","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nuclear Safety and Security Commission; Woods Hole Oceanographic Institution; Jet Propulsion Laboratory; National Aeronautics and Space Administration; National Science Foundation","keywords":"Storm; Storm surge; Sea level; Flood myth; Winter storm; Ocean dynamics; New england; Sea level rise; Climate change; Rossby wave","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005035664,0.00014906,0.0002042115,0.0005807412,0.0007254001,0.001055465,0.0002916627,0.000440297,0.001582151],"category_scores_gemma":[0.001867955,0.0001655457,0.0002779263,0.001055095,0.000555883,0.0008342799,0.0008379347,0.0005397258,0.00008731429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587874,"about_ca_system_score_gemma":0.0007591405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2657796,"about_ca_topic_score_gemma":0.5063004,"domain_scores_codex":[0.9998353,0.00006577677,0.00001442454,0.00002249458,0.00002019086,0.00004190907],"domain_scores_gemma":[0.9983999,0.0008352764,0.0003052974,0.00008882652,0.0001880795,0.0001826655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007196845,0.00006027209,0.9778372,0.00005694743,0.00008077807,0.007212811,0.004044572,0.002451569,0.0005469547,0.0004254247,0.001516768,0.005694694],"study_design_scores_gemma":[0.00001377629,0.00005295587,0.9701456,0.00004322614,0.00006083267,0.0005433477,0.02093657,0.004957977,0.0001628975,0.000380395,0.0026818,0.00002049096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983083,0.0001055983,0.00006771828,0.0004710065,0.000004947583,0.000006599266,0.0002156524,0.000003105907,0.0008169556],"genre_scores_gemma":[0.9989861,0.0002029343,0.0001104043,0.00006561614,0.000007844985,0.000006044608,0.0001177403,0.000002371644,0.0005008763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2657796,"threshold_uncertainty_score":0.5284653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262726881640331,"score_gpt":0.2364049739414891,"score_spread":0.2237777051250858,"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."}}