{"id":"W4404816771","doi":"10.1115/1.4067308","title":"Investigation of Fluidelastic Instability of Fuel Rod Bundles Subjected to Combined Axial Flow and Jet Crossflow","year":2024,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Instability; Jet (fluid); Mechanics; Flow (mathematics); Materials science; Structural engineering; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004009841,0.000169164,0.0004915828,0.0006968771,0.00001912978,0.00002126466,0.0002440056,0.0003038668,0.0000173949],"category_scores_gemma":[0.0002704908,0.0001531064,0.00006674824,0.0007023683,0.0001666471,0.0001922454,0.00004376613,0.000428095,0.000001386717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003270427,"about_ca_system_score_gemma":0.0001078998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006733857,"about_ca_topic_score_gemma":0.00002001063,"domain_scores_codex":[0.9986526,0.00004475051,0.0007343146,0.0001545593,0.000222277,0.0001915448],"domain_scores_gemma":[0.9992383,0.0001369958,0.00005603518,0.0002176718,0.0002578499,0.00009312593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000714092,0.00003077547,0.001584282,0.001550602,0.0002442948,0.00001863923,0.0007896023,0.00292967,0.9873409,0.003405357,0.0002218711,0.001812607],"study_design_scores_gemma":[0.0008177329,0.000915074,0.004998571,0.0005348261,0.0002362282,0.0001168506,0.0001202851,0.01443718,0.9602151,0.01659306,0.0008181554,0.0001969094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956664,0.002862094,0.03894951,0.0005252159,0.0005487151,0.0001900031,0.000046852,0.0001836193,0.00003003776],"genre_scores_gemma":[0.9917444,0.00009952508,0.008066576,0.000006463238,0.0000419959,0.000005529166,0.000001769771,0.00003035985,0.000003361619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03508047,"threshold_uncertainty_score":0.6243498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034998037668958,"score_gpt":0.2200287993739671,"score_spread":0.2096788189972775,"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."}}