{"id":"W1805438607","doi":"","title":"Robustness of the Thirty Meter Telescope Primary Mirror Control System","year":2010,"lang":"en","type":"book-chapter","venue":"CaltechAUTHORS (California Institute of Technology)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Jet Propulsion Laboratory; Association of Canadian Universities for Research in Astronomy; National Aeronautics and Space Administration; California Institute of Technology; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Control theory (sociology); Robustness (evolution); Primary mirror; Actuator; Zernike polynomials; Physics; Robust control; Computer science; Optics; Control system; Engineering; Telescope; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003254739,0.0006954921,0.001450906,0.0004525984,0.0002592024,0.00001930321,0.001065797,0.001255786,0.00007964204],"category_scores_gemma":[0.00002894519,0.0005091682,0.0006535942,0.0001836222,0.001743773,0.00008719284,0.0004923233,0.001875014,0.00003103711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144227,"about_ca_system_score_gemma":0.0003211636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004747865,"about_ca_topic_score_gemma":0.00001383828,"domain_scores_codex":[0.99732,0.00001964086,0.001118161,0.0006378531,0.000443719,0.0004606537],"domain_scores_gemma":[0.9964386,0.00003772869,0.001488902,0.001452441,0.0004759532,0.0001064153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000850709,0.0001195918,0.0004301341,0.0006586878,0.0009421544,0.00001351457,0.0000186759,0.0003133663,0.02003891,0.963702,0.0003076378,0.01337031],"study_design_scores_gemma":[0.004930028,0.0004470303,0.0001740137,0.008285647,0.003376729,0.00008365907,0.0002781049,0.006047176,0.1018786,0.05032004,0.820497,0.003682032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05932335,0.001125526,0.3581865,0.002475953,0.01125011,0.007517703,0.01044482,0.0009996496,0.5486764],"genre_scores_gemma":[0.9209064,0.00001650747,0.05596455,0.00005869224,0.0004708934,0.00006184827,0.0001577035,0.0002747858,0.02208862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9133819,"threshold_uncertainty_score":0.999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077706196287846,"score_gpt":0.2073959520211848,"score_spread":0.1966188900583063,"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."}}