{"id":"W2493738696","doi":"10.1117/12.2232945","title":"Adaptive optics program update at TMT","year":2016,"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":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; National Astronomical Observatory of Japan; Association of Canadian Universities for Research in Astronomy; National Institutes of Natural Sciences; California Institute of Technology; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Guide star; Laser guide star; Adaptive optics; Wavefront; Wavefront sensor; Optics; Physics; Computer science; Laser; Deformable mirror; Sky; First light; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001975114,0.0009931164,0.0006692471,0.001807359,0.0009766011,0.00271094,0.001906064,0.001489723,0.1800586],"category_scores_gemma":[0.003513139,0.0004801899,0.0007764909,0.002293697,0.0003116353,0.002634639,0.002046652,0.002693999,0.1060952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343854,"about_ca_system_score_gemma":0.001978152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004388858,"about_ca_topic_score_gemma":0.006308542,"domain_scores_codex":[0.9988476,0.00009037252,0.00004665917,0.0001212262,0.0007927513,0.0001013761],"domain_scores_gemma":[0.9966248,0.0001889426,0.00009706102,0.0007976834,0.001935623,0.0003558886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000913582,0.00009918286,0.0005043655,0.0001354444,0.00001605298,0.00009245599,0.00004188012,0.0009822175,0.002514962,0.006505356,0.7629458,0.2260709],"study_design_scores_gemma":[0.00001558671,0.00004175483,0.0007057642,0.00003815802,0.000005598228,0.00009833019,0.00001076029,0.002129295,0.00130586,0.001666443,0.9939711,0.00001137178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005522583,0.005383471,0.1576679,0.0141272,0.03137961,0.001119716,0.0215942,0.05118848,0.7120168],"genre_scores_gemma":[0.01751819,0.004850107,0.1007585,0.002055946,0.006950752,0.0007798565,0.03159855,0.009981525,0.8255066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1800586,"threshold_uncertainty_score":0.602356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201484452799999,"score_gpt":0.2306891088870923,"score_spread":0.2186742643590923,"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."}}