{"id":"W2003330277","doi":"10.1117/12.926928","title":"Tip/tilt point spread function reconstruction for laser guide star multi-conjugate adaptive optics","year":2012,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"British Columbia Knowledge Development Fund; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Association of Canadian Universities for Research in Astronomy; California Institute of Technology","keywords":"Adaptive optics; Tilt (camera); Guide star; Wavefront; Optics; Deformable mirror; Wavefront sensor; Laser guide star; Flicker; Point spread function; Computer science; Physics; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005906606,0.000362842,0.000416447,0.00008467384,0.0001526849,0.00009286297,0.0003497246,0.0001483135,0.0000199],"category_scores_gemma":[0.0001438178,0.0003185088,0.0006794805,0.0001594872,0.0001848433,0.000878993,0.0001176741,0.0002790955,0.000002961659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509347,"about_ca_system_score_gemma":0.00003369003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230581,"about_ca_topic_score_gemma":1.938955e-7,"domain_scores_codex":[0.9980091,2.745985e-8,0.0007032626,0.0003568535,0.000389997,0.0005407406],"domain_scores_gemma":[0.9972705,0.0001398807,0.0005162624,0.00006328266,0.001842549,0.0001675746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002692327,0.0002726117,0.001406588,0.000164049,0.001021947,2.084787e-8,0.0002919546,0.0002760995,0.237867,0.7540373,0.002571668,0.001821518],"study_design_scores_gemma":[0.007105664,0.001545122,0.003327123,0.0009821306,0.001514861,0.00002510243,0.01691834,0.4398423,0.4950904,0.01551201,0.01619353,0.001943421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897267,0.00004562072,0.00490033,0.0004653757,0.0005508192,0.0007903398,0.0001311554,0.00005307758,0.003336553],"genre_scores_gemma":[0.6295297,0.00001502743,0.3682754,0.0000559763,0.00134114,0.0001168975,0.00002793516,0.0000802826,0.0005576621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7385253,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676855515769029,"score_gpt":0.2332452194983708,"score_spread":0.2164766643406805,"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."}}