{"id":"W2037260551","doi":"10.1086/505990","title":"The Strehl Efficiency of Adaptive Optics Systems","year":2006,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of the Pacific","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Strehl ratio; Adaptive optics; Physics; Optics; Wavefront; Deformable mirror; Curvature; Compensation (psychology); Stars; Computer science; Mathematics; Astrophysics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008170129,0.0003210561,0.0002777602,0.0009895081,0.000651614,0.0009258956,0.0003765696,0.0004731829,0.003805897],"category_scores_gemma":[0.002837706,0.000187871,0.0002032746,0.0005816945,0.0003591676,0.0008607776,0.0007759568,0.0003055458,0.001162779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007548498,"about_ca_system_score_gemma":0.0003020934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152409,"about_ca_topic_score_gemma":0.0008908559,"domain_scores_codex":[0.9992501,0.000107903,0.00003547201,0.00009784826,0.000276385,0.0002323064],"domain_scores_gemma":[0.9973489,0.001028352,0.0002187829,0.0002968512,0.0009088869,0.0001981457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003093827,0.0002527404,0.04840125,0.0001624678,0.0001570039,0.0001443063,0.001021962,0.02751594,0.7247989,0.007270522,0.001214801,0.1859664],"study_design_scores_gemma":[0.0001826394,0.002587872,0.1231136,0.00004897666,0.0001557107,0.0005053214,0.0004476441,0.06187146,0.8002473,0.002539902,0.008182426,0.0001171294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834883,0.0001922761,0.008288058,0.00004060736,0.000007716973,0.00002059131,0.0000534417,0.0001947306,0.007714305],"genre_scores_gemma":[0.9938736,0.0001141675,0.003261253,0.00002357628,0.000005180137,0.0000129179,0.0001510174,0.00004460465,0.002513656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003805897,"threshold_uncertainty_score":0.01273203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103519768346668,"score_gpt":0.206885637393161,"score_spread":0.1965336605584942,"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."}}