{"id":"W2009626995","doi":"10.4271/2011-38-0014","title":"Extrapolation of Wind Tunnel Ice Shapes in the Evaluation of the Need for Horizontal Tail Ice Protection on the BA609 Tiltrotor","year":2011,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Industrial and Mining Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Extrapolation; Wind tunnel; Geology; Meteorology; Time stepping; Environmental science; Aerospace engineering; Atmospheric sciences; Remote sensing; Engineering; Physics; Mathematics; Structural 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":[],"consensus_categories":[],"category_scores_codex":[0.002421053,0.0003670786,0.0004101526,0.0001110977,0.0002259411,0.00002258344,0.0007065861,0.0005300331,0.0001311909],"category_scores_gemma":[0.001197736,0.0002057673,0.0003052765,0.0006552371,0.0004055671,0.0002232629,0.00007750695,0.0008784847,0.000006276416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978837,"about_ca_system_score_gemma":0.00008332017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041225,"about_ca_topic_score_gemma":0.01357524,"domain_scores_codex":[0.9972351,0.0003163562,0.0008079392,0.0003789983,0.0008723482,0.0003892904],"domain_scores_gemma":[0.9982806,0.0005633491,0.0002371498,0.0007114009,0.0001580537,0.00004946061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005520171,0.0001908779,0.00003482499,0.00004155264,0.00003431149,5.729864e-7,0.0003386595,0.0003235441,0.9801645,0.01089896,0.0003077594,0.007112447],"study_design_scores_gemma":[0.0009890259,0.001297536,0.9872906,0.0002710114,0.0001469761,0.00001335309,0.000676964,0.00001607578,0.003248547,0.002820188,0.002947252,0.0002824897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964634,0.00007816565,0.000005810854,0.001468273,0.0003058817,0.004642983,0.00005509615,0.0003331429,0.02847667],"genre_scores_gemma":[0.9984515,0.00001869876,0.0002432881,0.0001762782,0.0001448352,0.0008652621,0.000009007197,0.00005257568,0.0000385308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9872558,"threshold_uncertainty_score":0.8390945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204249982007295,"score_gpt":0.2559890673921702,"score_spread":0.1939465675720972,"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."}}