{"id":"W2052215678","doi":"10.1016/j.jfluidstructs.2005.08.005","title":"Buffeting of large telescopes: Wind-tunnel measurements of the flow inside a generic enclosure","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; California Institute of Technology; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Enclosure; Particle image velocimetry; Telescope; Turbulence kinetic energy; Turbulence; Wind tunnel; Physics; Optics; Mechanics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000449952,0.0004113817,0.0005065884,0.0003704127,0.000633881,0.0006107052,0.0005552526,0.001044952,0.0007033776],"category_scores_gemma":[0.001006527,0.0003686694,0.000318738,0.0002675106,0.0007860887,0.0006481943,0.0007690548,0.0008835467,0.0001351932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258981,"about_ca_system_score_gemma":0.0004006099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712693,"about_ca_topic_score_gemma":0.00191542,"domain_scores_codex":[0.9998091,0.00003133767,0.000009714598,0.00004634023,0.00003898385,0.00006449602],"domain_scores_gemma":[0.9993584,0.0001298161,0.00009212693,0.0001067242,0.00006380855,0.0002492148],"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":[0.004587546,0.002229135,0.0913761,0.00008787322,0.0001122709,0.001729425,0.0009857274,0.07158025,0.8119354,0.00155668,0.001285174,0.01253441],"study_design_scores_gemma":[0.0005698332,0.005165036,0.3694837,0.00006526185,0.00007345303,0.0009819072,0.0006795048,0.5212358,0.09984548,0.0006591509,0.001071812,0.0001690662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998447,0.00001147776,0.001150841,0.00001269777,0.000006089984,0.000009945784,0.00007379637,0.0000467471,0.0002415107],"genre_scores_gemma":[0.9986508,0.00001014808,0.001065603,0.000008830328,0.000002539036,0.000005394346,0.0001239483,0.000009371865,0.000123467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001712693,"threshold_uncertainty_score":0.003405392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849491317363079,"score_gpt":0.2442114572859058,"score_spread":0.225716544112275,"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."}}