{"id":"W1989233245","doi":"10.1364/ao.51.003692","title":"Sky coverage modeling for the whole sky for laser guide star multiconjugate adaptive optics","year":2012,"lang":"en","type":"article","venue":"Applied Optics","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"Ontario Ministry of Research and Innovation; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Association of Canadian Universities for Research in Astronomy; Ontario Ministry of Research, Innovation and Science; California Institute of Technology; Gordon and Betty Moore Foundation; National Research Council Canada; University of California; National Science Foundation","keywords":"Sky; Adaptive optics; Laser guide star; Guide star; Wavefront; Optics; Wavefront sensor; Telescope; Remote sensing; Tilt (camera); Physics; Deformable mirror; Laser; Field of view; Computer science; Astronomy; Engineering; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448532,0.0003809266,0.0002845643,0.0004456129,0.000337657,0.0004400663,0.0006615079,0.0004966292,0.0009934613],"category_scores_gemma":[0.001083798,0.0002150837,0.0006970851,0.000418058,0.0002843295,0.0005500333,0.0004360922,0.0003929471,0.0001936154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555535,"about_ca_system_score_gemma":0.0006436743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03457094,"about_ca_topic_score_gemma":0.02135029,"domain_scores_codex":[0.9998653,0.00003856993,0.000004641092,0.000028947,0.0000336653,0.00002888107],"domain_scores_gemma":[0.9996631,0.0001717979,0.00004870723,0.0000352667,0.00005646652,0.00002463276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002257028,0.000006635044,0.002827248,0.00000899703,0.00001084158,0.00002891465,0.00002477464,0.9883602,0.001234249,0.003202092,0.0001777069,0.004095762],"study_design_scores_gemma":[8.080065e-7,0.000001463334,0.0003178628,5.682944e-7,8.662248e-7,0.000004478174,0.000003233198,0.9990987,0.0001023144,0.0003944636,0.00007394193,0.000001328199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2808212,0.0002334244,0.7145646,0.0001597941,0.00001253353,0.00002259461,0.0003138871,0.0004172598,0.003454664],"genre_scores_gemma":[0.9315759,0.0001618431,0.06633008,0.00003753915,0.00001686122,0.00003399235,0.0004231458,0.0001155369,0.00130513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03457094,"threshold_uncertainty_score":0.06873941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883723269683307,"score_gpt":0.2620352217414625,"score_spread":0.2331979890446294,"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."}}