{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000290642,0.0003324355,0.0003243372,0.00003197982,0.0005200242,0.00008877097,0.0002455832,0.00009498338,0.000009640147],"category_scores_gemma":[0.0000196733,0.0002705294,0.0002424107,0.00008130843,0.00007399751,0.0001513649,0.0001582175,0.0002097976,0.00002337041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006321092,"about_ca_system_score_gemma":0.00006194092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002988493,"about_ca_topic_score_gemma":0.000004064626,"domain_scores_codex":[0.9983196,0.00001252013,0.0004050814,0.0003126822,0.0002004825,0.000749671],"domain_scores_gemma":[0.9986192,0.0003540363,0.0001878186,0.0004633927,0.0002142643,0.0001612963],"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":[0.0002153342,0.0002951628,0.0002625736,0.00003802224,0.0004996901,2.765294e-7,0.0009584307,0.2481449,0.004597568,0.7341892,0.001106005,0.0096928],"study_design_scores_gemma":[0.001790896,0.00005486956,0.00003529955,0.00002681449,0.0002949411,3.811936e-7,0.001364572,0.9542388,0.007494382,0.01400182,0.02018989,0.0005073215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05305658,0.00005278656,0.9334881,0.0001945984,0.0004433168,0.001704315,0.0003432417,0.00003595851,0.0106811],"genre_scores_gemma":[0.8614249,0.000004927559,0.1355629,0.0001987519,0.001287668,0.0001227831,0.00007208103,0.00008909964,0.00123684],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8083683,"threshold_uncertainty_score":0.9999747,"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."}}