{"id":"W2561968658","doi":"10.1088/1755-1315/49/6/062006","title":"Method for experimental investigation of transient operation on Laval test stand for model size turbines","year":2016,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Transient (computer programming); Turbine; Acceleration; Engineering; Stress (linguistics); Simulation; Automotive engineering; Marine engineering; Computer science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008387527,0.0006432664,0.0003073514,0.0007652346,0.0006969061,0.0003518156,0.0008921866,0.0005243202,0.0146939],"category_scores_gemma":[0.001035268,0.0002468313,0.0003037175,0.0006091705,0.0004485284,0.0003828424,0.0005085893,0.000685524,0.002276799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655527,"about_ca_system_score_gemma":0.0004273173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008851519,"about_ca_topic_score_gemma":0.001999891,"domain_scores_codex":[0.9991092,0.00007059331,0.00005827573,0.0002251162,0.0004400413,0.00009668498],"domain_scores_gemma":[0.9986184,0.0002972548,0.0001019643,0.0003657457,0.000546863,0.0000697096],"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":[0.0003492523,0.0004619026,0.00327837,0.0002956387,0.00001031929,0.0001480845,0.0004338622,0.001363561,0.9507965,0.001319942,0.0009646219,0.04057793],"study_design_scores_gemma":[0.00009211581,0.006255905,0.02949616,0.00005204608,0.00004912122,0.0003212213,0.0005055467,0.01105913,0.9285035,0.0006413162,0.02294694,0.00007710229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5193801,0.0006132938,0.451044,0.0001563283,0.0005693016,0.002412213,0.003457737,0.003022357,0.01934471],"genre_scores_gemma":[0.8335631,0.0002875914,0.1509017,0.00007117844,0.00003501392,0.003209776,0.001368698,0.0003742017,0.01018872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146939,"threshold_uncertainty_score":0.04915607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020536030143171,"score_gpt":0.2296553333918753,"score_spread":0.2091193032487043,"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."}}