{"id":"W22800722","doi":"10.1017/cbo9780511616709.008","title":"Unsteady flow","year":2004,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"MaRS","funders":"","keywords":"Environmental science; 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":[0.0002212159,0.0006749874,0.0005151174,0.0008022334,0.000773459,0.002267193,0.0008946476,0.0008154499,0.02555889],"category_scores_gemma":[0.0006223094,0.0003334043,0.0004209492,0.0008720068,0.0009716215,0.002045485,0.001072571,0.001186361,0.009959859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006550452,"about_ca_system_score_gemma":0.0007110809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008936551,"about_ca_topic_score_gemma":0.0008831666,"domain_scores_codex":[0.9997326,0.0000246219,0.00001066444,0.00004221579,0.0001677065,0.00002229526],"domain_scores_gemma":[0.9997841,0.00005102774,0.00001285907,0.00005041979,0.00008534072,0.00001636479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003633814,0.00003277622,0.0001603569,0.0003041856,0.000006566094,0.0001760285,0.0003211174,0.009231369,0.006746391,0.6139638,0.05877658,0.3102444],"study_design_scores_gemma":[0.000007828612,0.00003408871,0.0003380087,0.0001304643,0.000006809566,0.0005376397,0.00006418473,0.01544166,0.006608325,0.1281586,0.8486449,0.00002759401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007179304,0.02060762,0.268699,0.001442445,0.001276073,0.00008707421,0.0005136323,0.001464663,0.6987302],"genre_scores_gemma":[0.09905899,0.02000717,0.05773057,0.0006315272,0.000569713,0.0001333757,0.0008170145,0.0007590601,0.8202926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02555889,"threshold_uncertainty_score":0.08550298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009648434952512034,"score_gpt":0.1596972120433029,"score_spread":0.1500487770907909,"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."}}