{"id":"W4383426160","doi":"10.1016/b978-0-323-91708-7.00010-9","title":"Application of satellite altimetry for storm surge research and simulations along the coast of China","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Storm surge; Typhoon; Tropical cyclone scales; Altimeter; Climatology; Storm; Satellite; Surge; Environmental science; Meteorology; Tide gauge; Geology; Sea level; Oceanography; Geography; Cyclone (programming language); Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0005216608,0.0001468082,0.0003263218,0.0001670313,0.0002063348,0.00002477489,0.0002767878,0.0001755583,0.0001386865],"category_scores_gemma":[0.00007123571,0.00009619947,0.00010638,0.00006829764,0.0005527021,0.00003050775,0.00005182483,0.0003920011,0.00003327504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000049941,"about_ca_system_score_gemma":0.0000639796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004181578,"about_ca_topic_score_gemma":0.01696624,"domain_scores_codex":[0.998418,0.00005646406,0.0004060409,0.0002885612,0.0005465688,0.0002843555],"domain_scores_gemma":[0.9978012,0.001439226,0.0001276157,0.0003294601,0.0001928192,0.0001096265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000652372,0.000005307829,0.04092782,0.0002264853,0.00003972646,9.487764e-7,0.00008533899,0.00002222846,0.00002237362,0.005376969,0.00001547611,0.9532121],"study_design_scores_gemma":[0.0003216334,0.0004718242,0.4752319,0.0001690372,0.0000499441,0.000002943588,0.00003937225,0.001876568,0.00006861834,0.07358745,0.4479264,0.0002542295],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1344585,0.01083769,0.0002323893,0.0009078939,0.0004479721,0.00632167,0.004316902,0.0001057436,0.8423713],"genre_scores_gemma":[0.8345782,0.0004207248,0.0001395598,0.00001044996,0.0001602892,0.000008750832,0.0002323652,0.00001532788,0.1644343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9529579,"threshold_uncertainty_score":0.9467561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291353581205489,"score_gpt":0.3041146974665844,"score_spread":0.2512011616545295,"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."}}