{"id":"W6910574430","doi":"10.48550/arxiv.2411.17341","title":"High strehl and high contrast for the ELT instrument METIS -- Final design, implementation, and predicted performance of the single-conjugate adaptive optics system","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Strehl ratio; Adaptive optics; Wavefront sensor; Wavefront; Telescope; Spectrograph; Metis; Secondary mirror; First light","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678813,0.0002645385,0.0003029357,0.00005584917,0.0002783194,0.00007446061,0.0001966326,0.00007350132,0.00000701459],"category_scores_gemma":[0.000002403507,0.0001947575,0.00009789717,0.0001142102,0.0002249384,0.00006846743,0.0005600606,0.0002713691,5.468583e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009121757,"about_ca_system_score_gemma":0.0001167181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004109734,"about_ca_topic_score_gemma":0.00002226346,"domain_scores_codex":[0.9989471,0.0000734507,0.00025017,0.0004333143,0.00007756582,0.0002184059],"domain_scores_gemma":[0.9989375,0.0002013751,0.0003250487,0.0002838599,0.0001947293,0.00005741054],"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":[0.000529244,0.0001012628,0.007431212,0.0005333803,0.002247593,0.000008402774,0.0008811874,0.1200114,0.0004422748,0.8604293,0.0001182677,0.007266456],"study_design_scores_gemma":[0.002700356,0.0006148836,0.01169509,0.0009263451,0.002427429,0.0000036083,0.01086158,0.9440748,0.006151734,0.01987804,0.00005587563,0.0006102555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885307,0.0000604617,0.1092555,0.00006810624,0.0002994145,0.001005379,0.0006785401,0.00001737869,0.00008453946],"genre_scores_gemma":[0.9981827,0.00003545107,0.00145566,0.000007023597,0.0001100242,0.000004656435,0.00003547347,0.00002308874,0.0001459137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8405513,"threshold_uncertainty_score":0.7941979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0624273390572897,"score_gpt":0.1884848303311335,"score_spread":0.1260574912738438,"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."}}