{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003063581,0.0004115749,0.0002383437,0.0002162506,0.0001679785,0.0004792595,0.0006661069,0.000412393,0.001217019],"category_scores_gemma":[0.0009732071,0.0002957721,0.0002756066,0.000316631,0.0004383292,0.0008084059,0.0007829902,0.0008745168,0.0004011535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411826,"about_ca_system_score_gemma":0.0004196937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312918,"about_ca_topic_score_gemma":0.001896697,"domain_scores_codex":[0.9997446,0.00004499952,0.000008180257,0.0000448758,0.000141234,0.00001603187],"domain_scores_gemma":[0.9996542,0.0001225548,0.00005260908,0.00009256527,0.00005610369,0.00002199633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002944865,0.00008264947,0.001551351,0.0001544193,0.0001193574,0.0001887591,0.0001850742,0.4653838,0.2940058,0.04866605,0.002448966,0.1869193],"study_design_scores_gemma":[0.000007152843,0.0000245787,0.0002057708,0.000003459041,0.000004139594,0.00003614882,0.000006669053,0.9755335,0.01635672,0.005724871,0.002087116,0.000009957721],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02027778,0.0001335965,0.9768109,0.0001056446,0.00002385009,0.00001502632,0.00003021791,0.0005153274,0.002087595],"genre_scores_gemma":[0.2399467,0.0001910483,0.7572106,0.00006403078,0.00002854674,0.00003688825,0.00009082531,0.00009122898,0.002340236],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001312918,"threshold_uncertainty_score":0.004071295,"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."}}