{"id":"W2883459059","doi":"","title":"The Stability of Oceanic Fronts in a Shallow Water Model","year":2015,"lang":"en","type":"article","venue":"20th Conference on Atmospheric and Oceanic Fluid Dynamics","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stability (learning theory); Waves and shallow water; Geology; Environmental science; Oceanography; Computer science","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":[0.0005117523,0.0006712951,0.000787302,0.0006615269,0.0008431997,0.001627874,0.001170328,0.0020379,0.001666336],"category_scores_gemma":[0.002726233,0.000798523,0.0009810546,0.0004510596,0.001361888,0.001348419,0.001653339,0.001575849,0.0001932207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335378,"about_ca_system_score_gemma":0.001207924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06350087,"about_ca_topic_score_gemma":0.01767038,"domain_scores_codex":[0.999868,0.00004532459,0.000008606179,0.00002122885,0.00002345333,0.00003337487],"domain_scores_gemma":[0.9995062,0.0002074737,0.00006806814,0.00003262571,0.00008887502,0.0000967724],"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":[0.00007503477,0.00002969238,0.001400484,0.00002036806,0.00002802593,0.00006287088,0.00005397279,0.9846671,0.001297606,0.01053537,0.0003402413,0.001489257],"study_design_scores_gemma":[0.00000983164,0.00000596463,0.0001339056,0.000001808521,0.000003636964,0.000001617676,0.000007247088,0.9988625,0.00005162161,0.0008576953,0.00006080239,0.000003306946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729214,0.0006484573,0.1032873,0.001862231,0.000190036,0.00008200774,0.0006118978,0.0002815766,0.02011519],"genre_scores_gemma":[0.9913898,0.0001961002,0.003488923,0.00008750927,0.0000466337,0.00002750098,0.0001947178,0.00006461132,0.004504215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06350087,"threshold_uncertainty_score":0.1262625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557043796139784,"score_gpt":0.2014096301484993,"score_spread":0.1758391921871014,"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."}}