{"id":"W171203031","doi":"10.1007/978-3-642-32489-5_4","title":"Shockwaves Coming, Shockwaves Going An Aerodynamic Journey from Toronto to Amsterdam","year":2012,"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":"","funders":"","keywords":"Aerodynamics; Aeronautics; Engineering; Aerospace; Operations research; Aerospace engineering; Engineering physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000290716,0.0007720021,0.0003342614,0.001042572,0.003410942,0.00608315,0.0006080629,0.001503685,0.04940473],"category_scores_gemma":[0.0009711037,0.0005027963,0.0002570486,0.002260681,0.002896822,0.002770516,0.001934047,0.003002016,0.006410393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141081,"about_ca_system_score_gemma":0.007447368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2597021,"about_ca_topic_score_gemma":0.49317,"domain_scores_codex":[0.9997352,0.00002734291,0.000009237941,0.0000348033,0.0001348994,0.0000584879],"domain_scores_gemma":[0.9997545,0.0000486504,0.00001404039,0.00001968445,0.00008902469,0.0000741383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002309307,0.0000121634,0.0003114585,0.0002795289,0.000008344244,0.0002378575,0.005104396,0.0007712838,0.0006776709,0.2385158,0.6202919,0.1337665],"study_design_scores_gemma":[0.000001448517,0.00000464295,0.0004499378,0.0001680218,0.000003317258,0.00007376695,0.001271053,0.0001295095,0.0001297533,0.009327659,0.9884319,0.000008857637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006371352,0.2040003,0.008454245,0.03992153,0.01184979,0.00003427662,0.0005888498,0.0004645132,0.7283152],"genre_scores_gemma":[0.03755618,0.07693201,0.001857929,0.001679926,0.001118885,0.0000160385,0.0002267908,0.0003260519,0.8802863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7402979,"threshold_uncertainty_score":0.5163808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431232573586831,"score_gpt":0.228275035272644,"score_spread":0.2139627095367757,"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."}}