{"id":"W4402479926","doi":"10.1016/j.oceaneng.2024.119199","title":"Assessments of multiple metocean forecasts in the North Atlantic Ocean","year":2024,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Cooperative Institute for Marine and Atmospheric Studies, University of Miami","keywords":"Climatology; Oceanography; Geography; Meteorology; Environmental science; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002460688,0.00008997494,0.0001144913,0.0001022956,0.0000284838,0.0000371689,0.0001713598,0.00002616635,0.0001449698],"category_scores_gemma":[0.00005096009,0.0000566952,0.00004592403,0.0003614676,0.00001487428,0.0001119398,0.000005393294,0.0001330613,0.00001602669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003396817,"about_ca_system_score_gemma":0.00001059072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228873,"about_ca_topic_score_gemma":0.0001996963,"domain_scores_codex":[0.9993132,0.00002719094,0.0001812963,0.0001351594,0.0001572292,0.0001859237],"domain_scores_gemma":[0.9994106,0.0004099579,0.0000166952,0.0001149304,0.000008012586,0.00003977163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000315769,0.000007188667,0.6768352,0.00004350661,0.00001186373,0.00001757656,0.0002330054,0.3209065,0.000005759154,0.0001818527,0.00007689979,0.00167749],"study_design_scores_gemma":[0.00005490399,0.00003650221,0.4594363,0.0000143298,0.000006005679,0.000002251363,0.00003115019,0.5396038,0.000002435856,0.0000876202,0.0006742118,0.00005044698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997263,0.0002284677,0.0009204591,0.00003553967,0.0001558678,0.0001224366,0.00002210931,0.00004248695,0.001209663],"genre_scores_gemma":[0.9992759,0.000007771502,0.0005436747,0.00002478514,0.00005059474,1.855533e-7,0.00006805576,0.00000355869,0.00002550456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186974,"threshold_uncertainty_score":0.2311963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460163071125948,"score_gpt":0.2313746269576183,"score_spread":0.2067729962463588,"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."}}