{"id":"W3180140261","doi":"","title":"Icing tests begin for Rolls' lean-burn demo Trent : Trent 1000-based ALECSys demonstrator tests are ongoing at Rolls-Royce's icing facility in Manitoba; follow-on ground noise tests planned at Rolls-NASA Stennis","year":2018,"lang":"en","type":"article","venue":"Aviation week & space technology","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Icing; Engineering; Aeronautics; Meteorology; Environmental science; Marine engineering; Forensic engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006435927,0.0009756612,0.001158873,0.001905663,0.0007137696,0.0001046699,0.0007344228,0.001184288,0.00002034903],"category_scores_gemma":[0.0009951933,0.00101656,0.0002628391,0.001534836,0.0003759641,0.0002568534,0.0002675864,0.000854491,0.0001882682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002449308,"about_ca_system_score_gemma":0.00009438731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004498472,"about_ca_topic_score_gemma":0.03985611,"domain_scores_codex":[0.9954512,0.00008370991,0.001094258,0.001266042,0.0005401184,0.001564692],"domain_scores_gemma":[0.9967961,0.0009022346,0.0005301549,0.00135834,0.0002382122,0.0001750068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001268544,0.0007624362,0.7848586,0.0006068716,0.000294383,0.0001419735,0.001101867,0.02607278,0.08888711,0.0001953928,0.003091948,0.09271808],"study_design_scores_gemma":[0.00769903,0.003018152,0.1612664,0.001228309,0.0002270762,0.00006569305,0.002486647,0.03900996,0.7810507,0.000989993,0.0008651305,0.002092928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873134,0.0002248063,0.003384941,0.001982208,0.0006015025,0.001448702,0.0001578359,0.004669343,0.0002172976],"genre_scores_gemma":[0.9967207,0.00003238313,0.002019872,0.0001428595,0.0001411043,0.0003788444,0.0001365578,0.0001476941,0.0002800239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6921636,"threshold_uncertainty_score":0.9992285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087608290631794,"score_gpt":0.238739757793701,"score_spread":0.217863674887383,"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."}}