{"id":"W4401144793","doi":"10.18280/mmep.110705","title":"Comparison Between Three Statistical Methods for the Extreme Value Analysis of Waves and the Projection of Return Periods","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Projection (relational algebra); Extreme value theory; Statistics; Value (mathematics); Mathematics; Geology; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03492144,0.000939618,0.0009068582,0.008246971,0.0005466838,0.002736496,0.001189409,0.0009557051,0.001337978],"category_scores_gemma":[0.1035588,0.0003536604,0.002119746,0.006059187,0.001304834,0.002933201,0.001418876,0.001793013,0.0004209155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009928689,"about_ca_system_score_gemma":0.001722864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828738,"about_ca_topic_score_gemma":0.001996217,"domain_scores_codex":[0.9727223,0.01786589,0.001822214,0.001625298,0.005487558,0.0004768728],"domain_scores_gemma":[0.8117579,0.1617883,0.00713068,0.007365667,0.011052,0.000905447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002331037,0.0006020797,0.09197346,0.001140784,0.00230317,0.0001641098,0.001517233,0.05242618,0.004987141,0.05036843,0.003433622,0.7887527],"study_design_scores_gemma":[0.000479914,0.00342249,0.1817854,0.0005967773,0.0008265143,0.0008837825,0.002803594,0.7331089,0.0100455,0.05407782,0.01139021,0.0005791293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1348235,0.002243415,0.8551923,0.0004874711,0.0002868517,0.0004630759,0.0008099913,0.0009645771,0.004728789],"genre_scores_gemma":[0.4831138,0.001617995,0.5110129,0.0001320291,0.0002772512,0.001045969,0.001416717,0.0003331779,0.001050123],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03492144,"threshold_uncertainty_score":0.1846844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879192776082879,"score_gpt":0.3028770795767141,"score_spread":0.2340851518158853,"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."}}