{"id":"W4392643194","doi":"10.1364/ao.517797","title":"Dynamic control of defocus, astigmatism, and tilt aberrations with a large area foveal liquid crystal lens","year":2024,"lang":"en","type":"article","venue":"Applied Optics","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Optics; Foveal; Tilt (camera); Astigmatism; Lens (geology); Materials science; Physics; Optometry; Ophthalmology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006280993,0.0001639151,0.0002189257,0.00005111526,0.0001002603,0.00006135868,0.00004763563,0.00004045831,0.00003190253],"category_scores_gemma":[0.000001510585,0.0001380184,0.000041437,0.00009434987,0.0000869325,0.00007756666,0.00003485602,0.000152602,0.000006656661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001473581,"about_ca_system_score_gemma":0.00006461905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001055374,"about_ca_topic_score_gemma":0.00002998833,"domain_scores_codex":[0.9992219,0.000007397297,0.0001985877,0.0002153651,0.0001267571,0.0002300524],"domain_scores_gemma":[0.9995919,0.00008321802,0.00006487914,0.0001485003,0.00005217773,0.00005936138],"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":[0.0001000972,0.0001225495,0.0003180383,0.0000555896,0.0003744726,0.000007361359,0.0008528441,0.001597956,0.01221985,0.982655,0.0001290826,0.001567104],"study_design_scores_gemma":[0.005832749,0.001192156,0.001900097,0.0005569452,0.001218994,0.00002913663,0.00487438,0.9422653,0.004439397,0.02561964,0.0104577,0.001613558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3374912,0.0001425075,0.6380408,0.0001410525,0.00006091633,0.0003180596,0.0003814437,0.00004073857,0.02338332],"genre_scores_gemma":[0.9910838,0.000005953365,0.008567766,0.00002433706,0.00005421038,0.00001152797,0.00006194227,0.00003167769,0.000158781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9570354,"threshold_uncertainty_score":0.5628228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006297561104001945,"score_gpt":0.2103507749263148,"score_spread":0.2040532138223128,"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."}}