{"id":"W7098385495","doi":"","title":"q 2004 American Meteorological Society Anisotropic Gent–McWilliams Parameterization for Ocean Models","year":2003,"lang":"en","type":"article","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Biharmonic equation; Isotropy; Anisotropic diffusion; Adiabatic process; Spurious relationship; Turbulence modeling; Diffusion; Isopycnal","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":[],"consensus_categories":[],"category_scores_codex":[0.001446988,0.001659739,0.001568154,0.00107212,0.0008769814,0.002576669,0.003044428,0.003483479,0.0665664],"category_scores_gemma":[0.003176606,0.001183932,0.001815635,0.002194357,0.0007818912,0.002981013,0.002758974,0.003556137,0.02904147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609317,"about_ca_system_score_gemma":0.002015933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02137983,"about_ca_topic_score_gemma":0.02091385,"domain_scores_codex":[0.9994897,0.0001683387,0.00003857795,0.00007079686,0.0001768601,0.00005580137],"domain_scores_gemma":[0.9988402,0.0002073758,0.000141528,0.0003784592,0.0002727372,0.0001596216],"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":[0.0001991769,0.0001603834,0.006649218,0.0004941703,0.000318781,0.0005488122,0.0001439983,0.419841,0.00540062,0.1350099,0.3367227,0.09451124],"study_design_scores_gemma":[0.0001240756,0.00003979861,0.001737601,0.0001248521,0.00003969278,0.0001095885,0.00004225686,0.6940863,0.000527899,0.03881445,0.2642883,0.00006510009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02211389,0.008077776,0.6545746,0.01156845,0.007719304,0.00108587,0.04789345,0.01305928,0.2339073],"genre_scores_gemma":[0.2860667,0.01079582,0.4087479,0.002171808,0.003782531,0.002812436,0.05871696,0.01449386,0.212412],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0665664,"threshold_uncertainty_score":0.2226868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195022468587517,"score_gpt":0.214774700115606,"score_spread":0.1952724532568543,"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."}}