{"id":"W2522721037","doi":"10.1115/gt2016-57041","title":"Development of an Inside-Out Ceramic Turbine","year":2016,"lang":"en","type":"article","venue":"Volume 8: Microturbines, Turbochargers and Small Turbomachines; Steam Turbines","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ceramic; Materials science; Turbine blade; Brittleness; Ultimate tensile strength; Composite material; Rotor (electric); Stress (linguistics); Structural engineering; Turbine; Mechanical engineering; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004852671,0.001164015,0.00117036,0.0006918022,0.000330267,0.0001187462,0.000679603,0.0004709155,0.0001823768],"category_scores_gemma":[0.00006946866,0.000828537,0.0002407964,0.0005739135,0.0002669611,0.00104994,0.0001894527,0.0004209264,0.00007456796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646227,"about_ca_system_score_gemma":0.0001286602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008076842,"about_ca_topic_score_gemma":0.0003396726,"domain_scores_codex":[0.995805,0.00009571455,0.001553903,0.0009974479,0.0004688455,0.001079083],"domain_scores_gemma":[0.9978652,0.00009862863,0.000347991,0.0009093791,0.0002850688,0.000493754],"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":[0.0003680564,0.0003856092,0.02192674,0.0008976813,0.000430507,0.00004092753,0.003267069,0.002668587,0.7984544,0.0001680855,0.002429934,0.1689624],"study_design_scores_gemma":[0.01785919,0.001298717,0.210493,0.00221694,0.0006865486,0.000739605,0.0006708775,0.1280929,0.495717,0.001056542,0.130784,0.01038457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899493,0.00359266,0.002319387,0.0002039941,0.001433113,0.0007434731,0.000147074,0.0008627903,0.0007481588],"genre_scores_gemma":[0.9821022,0.0007380769,0.01381634,0.0001831583,0.0005924143,0.0001072164,0.0002591297,0.0002579321,0.001943524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3027374,"threshold_uncertainty_score":0.9994165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041385606513102,"score_gpt":0.1996154876559401,"score_spread":0.1892016315908091,"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."}}