{"id":"W2889038104","doi":"10.1115/gt2018-77039","title":"Assessment of a Novel Non-Axial Counter-Rotating Compressor Concept for Aero-Engines","year":2018,"lang":"en","type":"article","venue":"","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Axial compressor; Stall (fluid mechanics); Gas compressor; Impeller; Stator; Rotor (electric); Mechanics; Diffuser (optics); Overall pressure ratio; Tip clearance; Centrifugal compressor; Mechanical engineering; Engineering; Control theory (sociology); Physics; Computer science; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006297743,0.0001034186,0.0001489897,0.00004444549,0.00004593158,0.00001841139,0.00008576804,0.00004188645,0.00007598644],"category_scores_gemma":[0.000006784855,0.00009101118,0.0000384046,0.0000779878,0.00003443251,0.000166966,0.0000145699,0.00004690624,0.000002127547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001583758,"about_ca_system_score_gemma":0.00001058668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001270822,"about_ca_topic_score_gemma":0.00001603893,"domain_scores_codex":[0.9994563,0.000002123614,0.0002091867,0.00009213571,0.00009081059,0.0001494855],"domain_scores_gemma":[0.9996843,0.00003857816,0.00003684793,0.0001090938,0.0001052598,0.00002595792],"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":[0.00002820127,0.0001327526,0.005737536,0.0004390421,0.0001253303,2.726392e-7,0.001136723,0.9204642,0.05973906,0.002085001,0.00551995,0.004591948],"study_design_scores_gemma":[0.0008692026,0.0001120286,0.00469111,0.00003114882,0.00001077015,9.714698e-7,0.00003803066,0.9865937,0.006781252,0.000005009464,0.0007537331,0.0001130913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2484864,0.00001366518,0.7454796,0.00001193246,0.0004077212,0.0002407005,0.00003292098,0.0001116698,0.005215371],"genre_scores_gemma":[0.8686048,0.000003623364,0.1309188,0.00003545584,0.0002536013,0.00003185285,0.00003233312,0.00001964234,0.00009983321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6201185,"threshold_uncertainty_score":0.3711328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309928922612581,"score_gpt":0.2744194435845906,"score_spread":0.2613201543584648,"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."}}