{"id":"W6979274802","doi":"","title":"Super Resolved Imaging with Adaptive Optics","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptive optics; Wavefront; Deformable mirror; Distortion (music); Telescope; Upsampling; Field of view; Active optics; Wavefront sensor","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":[0.00006935305,0.0001831052,0.0001891557,0.00006072221,0.0001924694,0.00004188006,0.0001107803,0.00002279805,0.00006066005],"category_scores_gemma":[0.000005306475,0.0001543728,0.0000651485,0.0001731695,0.0001010595,0.0001350527,0.00008234819,0.0001934836,0.00005231675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002838103,"about_ca_system_score_gemma":0.00007616904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283817,"about_ca_topic_score_gemma":0.000007276518,"domain_scores_codex":[0.9991134,0.00002275946,0.000164461,0.0002894886,0.0001026789,0.0003071491],"domain_scores_gemma":[0.9994158,0.00006704908,0.00005361504,0.0002709736,0.000130914,0.00006170858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005699772,0.0000752972,0.9339374,0.000004050209,0.0001519548,0.00001241062,0.0002180803,0.0001697181,0.001963699,0.05983204,0.0005390841,0.003039271],"study_design_scores_gemma":[0.006190515,0.0003682731,0.8390536,0.0008743724,0.0006841908,0.000006543016,0.01877663,0.04300842,0.03540071,0.01550562,0.03771683,0.002414332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8388112,0.00006621236,0.07283694,0.0004860571,0.0001364423,0.0001537066,0.000009453292,0.00004036454,0.08745969],"genre_scores_gemma":[0.9917645,0.000001544935,0.0044226,0.0002023748,0.0001693037,0.000005465082,0.0000140602,0.00002321724,0.003396881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529534,"threshold_uncertainty_score":0.6295139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775061347782323,"score_gpt":0.2400377347591995,"score_spread":0.2222871212813762,"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."}}