{"id":"W2924173144","doi":"10.1090/gsm/192","title":"Lectures on Navier-Stokes Equations","year":2018,"lang":"en","type":"book","venue":"Graduate studies in mathematics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Applied mathematics; Mathematics; Calculus (dental); Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002508296,0.0004602935,0.000673404,0.0002648802,0.00009491409,0.00003012852,0.0002691885,0.0001959781,0.00002536984],"category_scores_gemma":[0.000235884,0.0004197422,0.000139695,0.0001178307,0.0001888674,0.00003054366,0.00009882486,0.0004845505,0.0003684947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516399,"about_ca_system_score_gemma":0.00003096827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.740375e-7,"about_ca_topic_score_gemma":0.00003740269,"domain_scores_codex":[0.9984914,0.00001687211,0.0005359443,0.0002467259,0.0003710604,0.0003379712],"domain_scores_gemma":[0.9987605,0.0005265981,0.000087778,0.0004863946,0.00009816221,0.00004063356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005683271,0.0001421811,0.00000170009,0.004686081,0.001353889,0.00007277066,0.01226465,0.05766721,0.000007449244,0.1779564,0.7426171,0.00322484],"study_design_scores_gemma":[0.0004193034,0.0001497074,0.000005969154,0.003296443,0.0002093485,0.000008455751,0.0001835041,0.347533,0.00001881515,0.5912833,0.05575444,0.001137672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001170232,0.007871645,0.002148138,0.0001554925,0.004308476,0.001029937,0.00017473,0.0006324352,0.9825089],"genre_scores_gemma":[0.01506152,0.02147253,0.01679455,0.0002298726,0.002293974,0.0004278591,0.0003424544,0.0007973637,0.9425799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6868627,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09041884893315906,"score_gpt":0.3015544587616665,"score_spread":0.2111356098285075,"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."}}