{"id":"W1993227888","doi":"10.1017/s0956792514000291","title":"Elastic-plated gravity currents","year":2014,"lang":"en","type":"article","venue":"European Journal of Applied Mathematics","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Viscous liquid; Mechanics; Planar; Plane (geometry); Nonlinear system; Line (geometry); Enhanced Data Rates for GSM Evolution; Diffusion; Constant (computer programming); Inclined plane; Pressure gradient; Materials science; Physics; Classical mechanics; Geometry; Mathematics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006704827,0.0001355155,0.0002226599,0.00007862217,0.00003193457,0.00004084586,0.0002515904,0.00001961545,0.00002597068],"category_scores_gemma":[0.00003492023,0.0001139149,0.00006570507,0.00008794142,0.0000223703,0.00004038487,0.00003141945,0.0002666997,0.0002004416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778553,"about_ca_system_score_gemma":0.000004892824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.520473e-8,"about_ca_topic_score_gemma":6.742156e-8,"domain_scores_codex":[0.9991028,0.00001683409,0.0004683014,0.0000568827,0.0002009466,0.0001542757],"domain_scores_gemma":[0.9994801,0.00005372378,0.0001432724,0.0001669151,0.00005015418,0.000105843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001162537,0.001158465,0.00007515663,0.002510199,0.001108862,0.0003342514,0.009488101,0.2704713,0.1302677,0.4252897,0.04612563,0.1130544],"study_design_scores_gemma":[0.003076516,0.0003272409,0.0005801224,0.000536603,0.0002444439,0.0002882608,0.0001832705,0.9133963,0.005706224,0.04326314,0.03143839,0.0009595135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3973012,0.00005330038,0.4452989,0.00001388591,0.0009536074,0.00008740646,0.000004574191,0.0001283354,0.1561588],"genre_scores_gemma":[0.9490281,0.00002324929,0.05068047,0.00002169904,0.0001554811,2.658403e-7,0.00000176308,0.00006153619,0.00002743454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.642925,"threshold_uncertainty_score":0.4645314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007047621564671348,"score_gpt":0.1814611002114871,"score_spread":0.1744134786468158,"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."}}