{"id":"W4239416524","doi":"10.1017/cbo9780511616709","title":"Internal Flow","year":2004,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"MaRS","funders":"","keywords":"Internal flow; Mechanical engineering; Computer science; Propulsion; Focus (optics); Fluid dynamics; Gas compressor; Engineering; Flow (mathematics); Systems engineering; Aerospace engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004248495,0.0003391879,0.0003040189,0.0002094691,0.00006215317,0.00004575024,0.0004884896,0.000287012,0.0000102544],"category_scores_gemma":[0.000004679432,0.0004649222,0.0001750674,0.00001216085,0.0001112247,0.00008998809,0.0001638727,0.0005551064,0.00006106744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254362,"about_ca_system_score_gemma":0.0002806609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002612862,"about_ca_topic_score_gemma":0.000001532299,"domain_scores_codex":[0.9990258,0.00001523334,0.0001687677,0.0002907115,0.000222515,0.0002769776],"domain_scores_gemma":[0.9992524,0.00003741431,0.00006228768,0.0004127703,0.00007604781,0.0001590528],"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":[0.00003845471,0.00001167926,6.383385e-7,0.0005287387,0.000436595,0.0005686011,0.000316156,0.01343456,0.00008017338,0.3102686,0.6718435,0.002472331],"study_design_scores_gemma":[0.0005643619,0.00001855416,0.000007019916,0.0001974923,0.00009955269,0.00001663791,0.00001358067,0.001592342,0.0002230011,0.00001872295,0.9967895,0.0004592521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004309359,0.0001488083,0.005387065,0.000002791502,0.0008721196,0.0002419956,0.0003498499,0.0006280391,0.9923263],"genre_scores_gemma":[0.0003441305,0.00003296438,0.0004409381,0.00002673866,0.0002566793,0.000001075636,0.0001270193,0.00009176198,0.9986787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.324946,"threshold_uncertainty_score":0.9997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009556403756486524,"score_gpt":0.1691720234052589,"score_spread":0.1596156196487724,"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."}}