{"id":"W2063896345","doi":"10.1002/pamm.200700369","title":"Transonic viscous inviscid interactions in narrow channels","year":2007,"lang":"en","type":"article","venue":"PAMM","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Austrian Science Fund","keywords":"Inviscid flow; Transonic; Laminar flow; Mechanics; Boundary layer; Flow (mathematics); External flow; Viscosity; Physics; Nozzle; Classical mechanics; Thermodynamics; Aerodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001245508,0.0000873207,0.00008783416,0.0001353594,0.00002089977,0.00001696824,0.00007555693,0.00003059971,0.00009524851],"category_scores_gemma":[0.000005256688,0.00009169693,0.00003913985,0.0001616272,0.000009377055,0.00007908015,0.00000643607,0.0001637174,0.0000848767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006318498,"about_ca_system_score_gemma":0.000004498882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004074469,"about_ca_topic_score_gemma":0.0006660854,"domain_scores_codex":[0.9994449,0.000004542695,0.0001544335,0.00009418988,0.00006734767,0.0002345906],"domain_scores_gemma":[0.9997981,0.00002696029,0.000006895816,0.0001095383,0.000007667159,0.0000508974],"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":[0.00003377228,0.0001706451,0.002400075,0.0001339045,0.00006182554,0.0001922389,0.004355859,0.9145167,0.03122449,0.00326064,0.002783624,0.0408662],"study_design_scores_gemma":[0.0003947844,0.00001944005,0.00394782,0.00003794317,0.000006024706,0.00001626274,0.00005124021,0.9714795,0.001861475,0.0003776657,0.02157191,0.0002359178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764904,0.0004946446,0.007962943,0.0001499736,0.001347835,0.0001148145,0.000005029238,0.000173364,0.01326103],"genre_scores_gemma":[0.9993235,0.00002999852,0.0001781678,0.00004067652,0.00009840777,0.000007815936,0.000006166117,0.00002155407,0.0002936685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0569628,"threshold_uncertainty_score":0.3739292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009637226956156156,"score_gpt":0.230643116497754,"score_spread":0.2210058895415978,"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."}}