{"id":"W2326401748","doi":"10.12943/anr.2014.00026","title":"NUMERICAL ANALYSIS OF CAVITATION SUSCEPTIBILITY FOR STEAM GENERATOR INTEGRAL PREHEATER TUBES","year":2014,"lang":"en","type":"article","venue":"AECL Nuclear Review","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Baffle; Air preheater; Subcooling; Mechanics; Heat transfer; Materials science; Cavitation; Boiler (water heating); Pressure drop; Thermodynamics; Mechanical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003179398,0.0002806278,0.0003896237,0.0005266977,0.0003461754,0.0004671214,0.000402534,0.0007356156,0.001402085],"category_scores_gemma":[0.001393361,0.0001866748,0.0004135415,0.0002963247,0.0005747448,0.000260024,0.0002870995,0.0002956486,0.0001024631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375002,"about_ca_system_score_gemma":0.0004280172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004045176,"about_ca_topic_score_gemma":0.00174448,"domain_scores_codex":[0.9998865,0.00002078518,0.000006054986,0.00001822301,0.00004298247,0.00002533802],"domain_scores_gemma":[0.999278,0.0004373731,0.00008640667,0.00003019781,0.0001362728,0.00003178808],"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":[0.0001598078,0.00005291526,0.005094398,0.00008229173,0.00001620207,0.0003342237,0.0001669041,0.9517712,0.03256117,0.001907545,0.0002303469,0.007622908],"study_design_scores_gemma":[0.000003304964,0.00001644301,0.0005242728,0.000002059204,0.000001613461,0.00001355759,0.00001061137,0.9979498,0.001314354,0.00008612919,0.00007500145,0.000002962031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229898,0.0001752486,0.06930614,0.0001349037,0.00003017446,0.00007689835,0.0001225077,0.0003874386,0.006776849],"genre_scores_gemma":[0.9902368,0.00003788365,0.008562502,0.000009634123,0.000003738272,0.00003146327,0.00004126996,0.00002203313,0.001054566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004045176,"threshold_uncertainty_score":0.008043289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293809157998072,"score_gpt":0.2547789128135914,"score_spread":0.2418408212336107,"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."}}