{"id":"W2116300329","doi":"10.1175/jtech-1674.1","title":"A Laterally Averaged Nonhydrostatic Ocean Model","year":2004,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"","keywords":"Turbulence; Geology; Mechanics; Hydrostatic equilibrium; Stratified flows; Amplitude; Frontogenesis; Stratified flow; Flow (mathematics); Meteorology; Physics; Statistical physics; Climatology; Mesoscale meteorology","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":[0.0002148677,0.0002022599,0.0003804874,0.00001991311,0.0001513669,0.00004479714,0.0003448768,0.0001718999,0.0001238235],"category_scores_gemma":[0.00006346938,0.0001502705,0.0000889371,0.0006554492,0.0002553271,0.0003362092,0.0000233516,0.0003955177,0.00001081255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009953901,"about_ca_system_score_gemma":0.0002128096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364697,"about_ca_topic_score_gemma":0.00001572302,"domain_scores_codex":[0.9987174,0.00001584686,0.0004860824,0.0001992668,0.0002343831,0.0003470524],"domain_scores_gemma":[0.999193,0.00003918534,0.0003600893,0.0001470666,0.0001085289,0.0001521294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004880928,0.0003169701,0.6604068,0.0002356791,0.0004725837,0.001175963,0.001749551,0.1588967,0.0003164654,0.005721734,0.001317952,0.1689015],"study_design_scores_gemma":[0.01062026,0.006225276,0.2060017,0.0005938808,0.0004713122,0.008186293,0.003728126,0.1827987,0.0007986616,0.5741298,0.004578952,0.001867091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813333,0.003926222,0.01274136,0.001184496,0.0001526337,0.00007482913,0.000004411844,0.00007200366,0.0005107939],"genre_scores_gemma":[0.9472322,0.001234974,0.05099705,0.0003944936,0.00004838766,7.944428e-8,0.000001232178,0.00000780762,0.00008372832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.568408,"threshold_uncertainty_score":0.6127854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003879778117151173,"score_gpt":0.1802967106446225,"score_spread":0.1764169325274713,"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."}}