{"id":"W3027302971","doi":"10.1017/jfm.2020.389","title":"Instability and cross-boundary-layer transport by shoaling internal waves over realistic slopes","year":2020,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Shoaling and schooling; Internal wave; Instability; Mechanics; Boundary layer; Geology; Physics; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001369674,0.0002993962,0.0003236632,0.0003109581,0.000471775,0.0007525707,0.0004527397,0.0005080897,0.0008577098],"category_scores_gemma":[0.0007520972,0.000194846,0.0004556528,0.0002111962,0.0005958896,0.0004958312,0.000617305,0.000408464,0.000105392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847243,"about_ca_system_score_gemma":0.0005846019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0205915,"about_ca_topic_score_gemma":0.006129741,"domain_scores_codex":[0.9999176,0.00001131368,0.000006937454,0.00001725462,0.00001206504,0.00003483788],"domain_scores_gemma":[0.9998003,0.00005479236,0.00004485126,0.0000238597,0.00003295831,0.00004328707],"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":[0.0002768095,0.0001622034,0.04647005,0.00006814086,0.00007052832,0.0008882779,0.0003088953,0.8617824,0.08326001,0.003058468,0.00031788,0.003336288],"study_design_scores_gemma":[0.00003401865,0.00008001634,0.01016087,0.000005742246,0.0000140938,0.00003846713,0.0001264026,0.9856081,0.003564288,0.0002532621,0.0001015462,0.00001318385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977945,0.00001945559,0.001276448,0.00003508772,0.000003714262,0.000005603108,0.00004553238,0.00002791955,0.0007918559],"genre_scores_gemma":[0.9996119,0.00001518429,0.0002211499,0.000003596689,0.000001237281,0.000002958787,0.00003126448,0.000003636088,0.0001091891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205915,"threshold_uncertainty_score":0.04094326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710497890371212,"score_gpt":0.2538247655563695,"score_spread":0.2267197866526574,"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."}}