{"id":"W2011195288","doi":"10.1051/ao4elt/201002001","title":"Adaptive Optics Systems for the Thirty Mirror Telescope","year":2010,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":2,"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; Association of Canadian Universities for Research in Astronomy; California Institute of Technology; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Laser guide star; Adaptive optics; Telescope; Guide star; Optics; Secondary mirror; Wavefront; Physics; Cassegrain reflector; Laser; Deformable mirror; Sky; Wavefront sensor; Computer science; Primary mirror; Astronomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001729532,0.0001375643,0.0001449194,0.00001636772,0.0002800575,0.00009788813,0.0001532454,0.00003848616,0.00007695705],"category_scores_gemma":[0.000007457859,0.0000815151,0.0001003657,0.00004850442,0.00007548973,0.00006895529,0.0000441796,0.0002053753,0.00003867373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005890462,"about_ca_system_score_gemma":0.00004053418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004459652,"about_ca_topic_score_gemma":0.00003274276,"domain_scores_codex":[0.9993062,0.00001100871,0.0001589011,0.0001776463,0.0001028122,0.0002434224],"domain_scores_gemma":[0.9991747,0.0002639202,0.00007788924,0.0002686736,0.0001540762,0.00006078698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002302528,0.00005121492,0.0005464038,0.000004099865,0.0001246871,4.076345e-7,0.0001281733,0.0002016829,0.002125415,0.9893013,0.002177266,0.005316346],"study_design_scores_gemma":[0.001204079,0.0001945698,0.001475952,0.00003323128,0.0001808147,0.000003973668,0.007543817,0.8686634,0.003207551,0.01192183,0.1048907,0.000680006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06521949,0.0001044765,0.7968653,0.0007050764,0.0025747,0.00165716,0.0001288852,0.00007138047,0.1326735],"genre_scores_gemma":[0.9751076,0.000001468128,0.01879412,0.00004513533,0.0004973416,0.00002792736,0.000008239707,0.0000226198,0.005495573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9773794,"threshold_uncertainty_score":0.3324089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313569559865558,"score_gpt":0.2544521319948244,"score_spread":0.2313164363961688,"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."}}