{"id":"W4395676026","doi":"10.3390/jmse12050714","title":"Long-Term Evolution of Significant Wave Height in the Eastern Tropical Atlantic between 1940 and 2022 Using the ERA5 Dataset","year":2024,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Term (time); Tropical Atlantic; Climatology; Significant wave height; Environmental science; Oceanography; Geography; Meteorology; Geology; Wind wave; Sea surface temperature; Physics","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":[0.0008214181,0.00006349365,0.0001091279,0.0001469046,0.00008690497,0.0001265909,0.0001354956,0.0000167247,0.000008177672],"category_scores_gemma":[0.00003814454,0.00003081055,0.0000195395,0.0003308289,0.0001524225,0.0002640736,0.00003958902,0.0001959666,3.054676e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008553563,"about_ca_system_score_gemma":0.00005352714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002312736,"about_ca_topic_score_gemma":0.00003889088,"domain_scores_codex":[0.9992311,0.00002221937,0.0002000764,0.00009201335,0.0003035895,0.0001510275],"domain_scores_gemma":[0.9996926,0.0001190825,0.00004589875,0.00006950241,0.00002173711,0.00005119235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001359228,0.000006120327,0.947475,0.0001177577,0.00001963636,0.0001861708,0.0004826091,0.005656877,0.001319758,0.00004689842,0.00003090404,0.0446447],"study_design_scores_gemma":[0.00005379745,0.0000513125,0.7086099,0.00008214959,0.00001775866,0.0002628608,0.0001025122,0.2906581,0.00002441795,0.00004973584,0.00004966971,0.00003773554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984774,0.0005893476,0.000443341,0.0002456904,0.0001742767,0.00003925903,0.00001049402,0.000001739774,0.00001845282],"genre_scores_gemma":[0.9993365,0.000116095,0.0003642651,0.00001131879,0.0001643344,2.312662e-9,0.000004046449,0.000001379677,0.000002034862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850012,"threshold_uncertainty_score":0.1256418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168300571252296,"score_gpt":0.2187085279217117,"score_spread":0.2018784707964821,"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."}}