{"id":"W4375850440","doi":"10.1007/s10236-023-01556-w","title":"Non-linear interactions between tides and storm surges during extreme weather events over the eastern Canadian shelf","year":2023,"lang":"en","type":"article","venue":"Ocean Dynamics","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute; Natural Sciences and Engineering Research Council of Canada; Mitacs; Marine Environmental Observation Prediction and Response Network","keywords":"Barotropic fluid; Climatology; Baroclinity; Storm surge; Storm; Advection; Forcing (mathematics); Storm track; Environmental science; Geology; Atmospheric sciences; Winter storm; Oceanography; Meteorology; Geography; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000861083,0.0001065936,0.0001145913,0.000106304,0.0003314919,0.00006280166,0.0001881812,0.00004718138,0.0004315146],"category_scores_gemma":[0.00002345317,0.00007073741,0.00004534081,0.0002507488,0.00007346785,0.0001373884,0.00002984289,0.0002332976,0.0002676174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002088799,"about_ca_system_score_gemma":0.0000402582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1905231,"about_ca_topic_score_gemma":0.7743282,"domain_scores_codex":[0.9990366,0.00003471255,0.0001319106,0.0001913172,0.0002011374,0.0004043841],"domain_scores_gemma":[0.9994075,0.0001288379,0.00002181424,0.0001472694,0.00001862698,0.0002759055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007242759,0.000002898821,0.9939411,0.00001072158,0.00001768509,0.00001559701,0.00007506955,0.0001622636,0.000001290617,0.00001922991,0.0001237698,0.005623093],"study_design_scores_gemma":[0.00009045548,0.00002243213,0.9244039,0.00001205971,0.000006537797,0.000003918355,0.0001268753,0.07301634,8.017181e-7,0.0002103352,0.002018893,0.00008745606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977317,0.00003222718,0.00001570573,0.001132725,0.0001553711,0.00009736171,0.0001826579,0.00003500942,0.0006172702],"genre_scores_gemma":[0.9973823,0.00005942851,0.00002242712,0.00003706445,0.0001897883,4.709859e-7,0.0001325795,0.000006503964,0.002169391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5838051,"threshold_uncertainty_score":0.8148673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704094212681054,"score_gpt":0.2480871242057123,"score_spread":0.2210461820789017,"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."}}