{"id":"W4409233907","doi":"10.1088/1755-1315/1483/1/012026","title":"Acoustic-structure interaction in disk-disk configurations in water for high head pump-turbines","year":2025,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Andritz (Canada); Polytechnique Montréal","funders":"","keywords":"Head (geology); Acoustics; Materials science; Physics; Geology","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":[0.0001123575,0.0001581345,0.0002964326,0.0001540279,0.0004325931,0.0004518724,0.0002823776,0.0002930922,0.001696255],"category_scores_gemma":[0.0003039588,0.0001478255,0.0001041732,0.000129273,0.0005570764,0.0004319083,0.0003891299,0.0001855117,0.0002222563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132925,"about_ca_system_score_gemma":0.0001685925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334531,"about_ca_topic_score_gemma":0.001059777,"domain_scores_codex":[0.999941,0.00001045973,0.000002622463,0.00001581478,0.00001397674,0.0000161817],"domain_scores_gemma":[0.9998775,0.00005570996,0.00001951687,0.000009627191,0.00001766751,0.00002001307],"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":[0.0010059,0.0002643859,0.01268044,0.0002644227,0.00003830777,0.001861669,0.0009597194,0.1526823,0.8111551,0.003628006,0.0008045317,0.01465504],"study_design_scores_gemma":[0.0001159077,0.001174364,0.02796794,0.00002108571,0.00003627863,0.0003211449,0.001433533,0.8342841,0.1313218,0.001472194,0.001784136,0.00006754162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99809,0.0000570345,0.001265418,0.0000231223,0.000003745166,0.000005595272,0.00001795764,0.00001582479,0.0005213534],"genre_scores_gemma":[0.9992686,0.00002321664,0.0003792721,0.000002643358,0.000001268567,0.0000047022,0.00001055961,0.000003473473,0.0003061957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001696255,"threshold_uncertainty_score":0.005674541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006182814868220921,"score_gpt":0.2067464626016145,"score_spread":0.2005636477333936,"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."}}