{"id":"W1761855406","doi":"10.1115/1.4031544","title":"Undergraduate Project in Compressor Rig Design, Fabrication, and Testing for Complete Engineering Training","year":2015,"lang":"en","type":"article","venue":"Journal of Engineering for Gas Turbines and Power","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Gas compressor; Aerodynamics; Engineering; Mechanical engineering; Systems engineering; Aerospace 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":[0.005362177,0.001528268,0.0007873005,0.001208949,0.001198582,0.001885415,0.001478359,0.001087186,0.04842406],"category_scores_gemma":[0.004087004,0.0005650212,0.0008463072,0.0006853614,0.0007410323,0.00127555,0.003544789,0.002207771,0.0191834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593774,"about_ca_system_score_gemma":0.003666982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006833799,"about_ca_topic_score_gemma":0.001291236,"domain_scores_codex":[0.9965642,0.0004711925,0.0001360264,0.0003992236,0.002032332,0.000397002],"domain_scores_gemma":[0.9926251,0.0002665649,0.0001879852,0.0007761104,0.003595906,0.002548287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004420961,0.002766841,0.003419726,0.0004446131,0.00003383656,0.0002784286,0.001029869,0.005153023,0.06314647,0.02369555,0.1800815,0.7195079],"study_design_scores_gemma":[0.0001240739,0.004689575,0.008894931,0.0002555081,0.00003225953,0.001302872,0.0005912685,0.01228344,0.03900263,0.01191237,0.9208555,0.00005551226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09774242,0.003078461,0.5662065,0.01084575,0.007264863,0.004165534,0.002469095,0.0102446,0.2979828],"genre_scores_gemma":[0.2045322,0.002606995,0.3728648,0.00216567,0.001821401,0.002047096,0.003096994,0.001914675,0.4089501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04842406,"threshold_uncertainty_score":0.1619946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05870585659145298,"score_gpt":0.2476298603478597,"score_spread":0.1889240037564067,"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."}}