{"id":"W2008740555","doi":"10.1117/12.2054874","title":"Development and characterization of a 2D precision cryogenic chopper for METIS","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Economy, Trade and Industry; Rijksuniversiteit Groningen","keywords":"Breadboard; Chopper; Optics; Cassegrain reflector; Actuator; Telescope; Computer science; Aerospace engineering; Physics; Engineering; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102789,0.0006234988,0.0005568418,0.000474493,0.0003956112,0.0007877421,0.001330218,0.0008257771,0.001295567],"category_scores_gemma":[0.001260529,0.0003182143,0.0002946794,0.0003166014,0.0004485003,0.0004845645,0.0004835968,0.0006980887,0.0008493707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008349646,"about_ca_system_score_gemma":0.0008062707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007348876,"about_ca_topic_score_gemma":0.0006775089,"domain_scores_codex":[0.9989221,0.00005799451,0.00003580241,0.0001914901,0.0007013947,0.00009115659],"domain_scores_gemma":[0.9988874,0.0001041719,0.0001556151,0.0002973348,0.0004341042,0.0001213856],"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":[0.0002040815,0.00008100928,0.002741559,0.0002737186,0.00002099749,0.0004303189,0.0004084696,0.004443937,0.9461215,0.00121767,0.002135159,0.04192166],"study_design_scores_gemma":[0.00004521431,0.001523752,0.01241407,0.00003204488,0.00002778839,0.0008394982,0.0001353166,0.01805854,0.930788,0.0001531395,0.03592225,0.00006048382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6734476,0.001538284,0.3098072,0.0006470055,0.0003149625,0.0009081441,0.002402809,0.003595464,0.007338584],"genre_scores_gemma":[0.7813746,0.000493018,0.2096877,0.0001125254,0.00004948157,0.0003759209,0.001917941,0.0002110786,0.005777693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001330218,"threshold_uncertainty_score":0.006058156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00845070719497798,"score_gpt":0.2104645290415718,"score_spread":0.2020138218465938,"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."}}