{"id":"W4385729213","doi":"10.5194/egusphere-2023-1564-rc1","title":"Comment on egusphere-2023-1564","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Centre National de la Recherche Scientifique","keywords":"Buoyancy; Wind stress; Forcing (mathematics); Climatology; Meteorology; Linearization; Environmental science; Oceanography; Geology; Geography; Physics; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001511072,0.0008138228,0.0007730523,0.001165641,0.002250738,0.003492233,0.001706613,0.01325695,0.3345192],"category_scores_gemma":[0.00758662,0.0003759029,0.001261579,0.001415963,0.0009148913,0.00219777,0.001775074,0.007079079,0.1897819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639261,"about_ca_system_score_gemma":0.002831906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03385342,"about_ca_topic_score_gemma":0.04200022,"domain_scores_codex":[0.9987967,0.00007702409,0.00008939264,0.0001237063,0.0006587287,0.0002544472],"domain_scores_gemma":[0.9971566,0.0005600466,0.0001417553,0.0002567259,0.001460116,0.000424749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002776663,0.000008791594,0.00008154382,0.00002973832,0.000001401023,0.00003952377,0.000005603855,0.00001098105,0.0000646186,0.0004064262,0.9967425,0.002581129],"study_design_scores_gemma":[0.00002263862,0.000009770346,0.000717447,0.00006401396,0.000002080903,0.00001228678,0.00003136901,0.0000345042,0.0001219991,0.0003568722,0.9986172,0.000009857274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001191082,0.001201837,0.0008120629,0.3018637,0.3182985,0.0006609005,0.0280668,0.004182633,0.3437224],"genre_scores_gemma":[0.006532611,0.0009647941,0.0006499146,0.3296492,0.04273508,0.0004848538,0.008360427,0.001398294,0.6092247],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3345192,"threshold_uncertainty_score":0.9492276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989152876857419,"score_gpt":0.2589163163011563,"score_spread":0.2290247875325821,"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."}}