{"id":"W4323355332","doi":"10.1103/physrevfluids.8.034801","title":"Scale interactions between an internal seiche and double diffusion","year":2023,"lang":"en","type":"article","venue":"Physical Review Fluids","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flow (mathematics); Instability; Mechanics; Diffusion; Scale (ratio); Momentum (technical analysis); Convection; Seiche; Physics; Domain (mathematical analysis); Component (thermodynamics); Statistical physics; Geology; Classical mechanics; Mathematics; Thermodynamics; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982191,0.0003411137,0.0005591175,0.0004233041,0.0006864484,0.001287659,0.0005604377,0.0008340894,0.001375641],"category_scores_gemma":[0.002022375,0.0002609059,0.0004677343,0.0001876399,0.002044054,0.001448906,0.001993626,0.0009747606,0.0001280291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561864,"about_ca_system_score_gemma":0.0006052848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959483,"about_ca_topic_score_gemma":0.000984777,"domain_scores_codex":[0.9998139,0.00003970753,0.00001260692,0.00003243902,0.00004289328,0.00005846473],"domain_scores_gemma":[0.9992557,0.0002878074,0.0001214719,0.0001077052,0.00007457943,0.0001526332],"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":[0.000615149,0.000275032,0.01332048,0.0001421007,0.0001401701,0.001537059,0.001048667,0.73607,0.123029,0.1154315,0.0009323683,0.00745862],"study_design_scores_gemma":[0.00007466274,0.0001087335,0.002788014,0.000009987963,0.00001952269,0.000140495,0.0001633985,0.9750851,0.007270672,0.01373734,0.0005691226,0.00003300971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788653,0.00006027795,0.01517844,0.000186957,0.00002521944,0.00002316633,0.0000257355,0.0001477729,0.005487112],"genre_scores_gemma":[0.9981864,0.00001611011,0.001326203,0.00001634518,0.00000369581,0.0000132892,0.000009021332,0.00001112988,0.00041777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001959483,"threshold_uncertainty_score":0.004602015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554738403872694,"score_gpt":0.3050603200293927,"score_spread":0.2795129359906657,"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."}}