{"id":"W159477542","doi":"10.1007/3-540-31801-1_122","title":"Adaptive Bounds to Outputs of the Three Dimensional Steady Incompressible Navier-Stokes Equations","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; University of Toronto","funders":"","keywords":"Compressibility; Navier–Stokes equations; Mathematics; Mathematical analysis; Applied mathematics; Mechanics; Physics","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":[0.001297871,0.001197009,0.0007389603,0.0005506016,0.0004475692,0.002209819,0.001457425,0.001197564,0.003405502],"category_scores_gemma":[0.009548038,0.0005347889,0.0004492146,0.0006443863,0.001410211,0.001822096,0.002236838,0.002659387,0.000787368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008441849,"about_ca_system_score_gemma":0.0006324759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305215,"about_ca_topic_score_gemma":0.001947631,"domain_scores_codex":[0.9989113,0.000316807,0.00005807386,0.0001689102,0.0004482555,0.00009671977],"domain_scores_gemma":[0.9970593,0.001904621,0.0001744372,0.0003063147,0.0004761337,0.00007908597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002594842,0.00006907999,0.0002721747,0.0002126396,0.00003485758,0.00006372662,0.0002364189,0.6804211,0.01096055,0.1664996,0.003160093,0.1378103],"study_design_scores_gemma":[0.000005561461,0.0000206674,0.00006391331,0.00002241057,0.000004083885,0.000006141299,0.000007452036,0.9742978,0.003450621,0.02066189,0.001452348,0.000007110606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007040934,0.0003351606,0.9866331,0.00009669556,0.0001143224,0.00001234946,0.00002304092,0.0002821828,0.005462169],"genre_scores_gemma":[0.7161801,0.001544382,0.2631085,0.0001693045,0.0003357107,0.0002114277,0.0002446177,0.000663701,0.01754225],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003405502,"threshold_uncertainty_score":0.01139259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434791477601611,"score_gpt":0.2079254082674787,"score_spread":0.1935774934914626,"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."}}