{"id":"W2027419649","doi":"10.1029/2003gl018571","title":"Simulation of extratropical Hurricane Gustav using a coupled atmosphere‐ocean‐sea spray model","year":2004,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography","funders":"","keywords":"Extratropical cyclone; Entrainment (biomusicology); Environmental science; Sea spray; Storm; Atmospheric sciences; Sea surface temperature; Mesoscale meteorology; Climatology; Heat flux; Mass flux; Meteorology; Geology; Heat transfer; Aerosol; Oceanography; Mechanics; 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":[0.000301569,0.0002324006,0.0004014045,0.00008060242,0.0003241328,0.0001067249,0.0005679852,0.0001366958,0.000535981],"category_scores_gemma":[0.000489102,0.00018436,0.0002031157,0.000996663,0.0008701227,0.0003338037,0.00008392343,0.0009278032,0.0002728847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006524498,"about_ca_system_score_gemma":0.0002579228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468121,"about_ca_topic_score_gemma":0.000771589,"domain_scores_codex":[0.9954563,0.0002634879,0.0004414222,0.0005807938,0.002030558,0.001227463],"domain_scores_gemma":[0.9978606,0.0008213946,0.00006687163,0.0004168949,0.0002689378,0.0005653599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003265307,0.0001500069,0.03605233,0.00004857156,0.00002812188,0.00006083145,0.0000842817,0.9442664,0.01662485,0.00058257,0.00004864575,0.0017268],"study_design_scores_gemma":[0.000826944,0.0003965611,0.1306912,0.00003518078,0.0000121177,0.000002358674,0.00004095549,0.8625569,0.0004627936,0.004620827,0.0001250823,0.000229161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803803,0.00009472851,0.01695301,0.001897584,0.00006028237,0.0003637601,0.00004049639,0.00004564796,0.0001641937],"genre_scores_gemma":[0.9951187,0.00001281594,0.004199294,0.0002429993,0.0003468676,0.000001825023,0.00003957099,0.00001311992,0.00002482327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09463884,"threshold_uncertainty_score":0.9918801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692687857066954,"score_gpt":0.3219976464789615,"score_spread":0.265070767908292,"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."}}