{"id":"W1982541383","doi":"10.1016/j.ocemod.2004.01.002","title":"Comparison of the nonlocal transport characteristics of a series of one-dimensional oceanic boundary layer models","year":2004,"lang":"en","type":"article","venue":"Ocean Modelling","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Series (stratigraphy); Boundary layer; Geology; Boundary (topology); Layer (electronics); Climatology; Meteorology; Geophysics; Mechanics; Mathematics; Mathematical analysis; Physics; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001645373,0.0001440291,0.0004082679,0.0000220038,0.00009232629,0.000006666771,0.0002693023,0.00007706288,0.00006375281],"category_scores_gemma":[0.000004827164,0.0001064084,0.0001362021,0.0002946747,0.0003400992,0.0002325508,0.00001129406,0.0001510333,0.000001036984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002713736,"about_ca_system_score_gemma":0.0002130664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341961,"about_ca_topic_score_gemma":0.00004189329,"domain_scores_codex":[0.9986157,0.00002023106,0.0005652882,0.000179246,0.0004221799,0.0001973518],"domain_scores_gemma":[0.9992676,0.00004063049,0.0003127478,0.0001963538,0.0001249584,0.00005765852],"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":[0.0001137931,0.0001074202,0.1411066,0.0001863497,0.00003815383,0.000001029469,0.0009080076,0.8562337,0.00009466118,0.0006766921,0.000004450111,0.0005292056],"study_design_scores_gemma":[0.0004813995,0.0002555258,0.03145147,0.0003983336,0.0001139501,0.000007523598,0.0004039582,0.9457937,0.008980753,0.01180474,0.00006025906,0.0002483467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493771,0.0007877885,0.04906493,0.00004203513,0.0001031867,0.00009852395,0.0001272034,0.0000141899,0.0003850144],"genre_scores_gemma":[0.9922786,0.00009491424,0.007505619,0.0000288628,0.00002664769,7.760271e-8,0.00003631257,0.000006321443,0.00002264055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1096551,"threshold_uncertainty_score":0.4339209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483955005374124,"score_gpt":0.223622051673603,"score_spread":0.1887825016198618,"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."}}