{"id":"W7132363397","doi":"","title":"Extremely bright orbital guide beacons for extremely large telescopes","year":2019,"lang":"en","type":"article","venue":"NPARC","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beacon; Brightness; Exoplanet; Orbit (dynamics); Satellite; Sky brightness; Night sky; Sky; Adaptive optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007508339,0.0002864761,0.0003562272,0.000483147,0.0004343097,0.000773505,0.0009104855,0.0006153698,0.004765321],"category_scores_gemma":[0.001547337,0.0003716845,0.0001757672,0.0005092128,0.0006758613,0.001551871,0.001447598,0.001148441,0.001742351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008490418,"about_ca_system_score_gemma":0.0004829367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007391681,"about_ca_topic_score_gemma":0.001640276,"domain_scores_codex":[0.9996983,0.00005503793,0.000007853155,0.00005537747,0.0001380144,0.00004545723],"domain_scores_gemma":[0.9989125,0.0002956364,0.0001918009,0.0002841352,0.0001600963,0.0001559354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00040881,0.0001007199,0.004262006,0.0004338172,0.00002480108,0.0004672917,0.000768955,0.009249735,0.3902844,0.2353459,0.01587274,0.3427808],"study_design_scores_gemma":[0.0002694002,0.001285631,0.01482713,0.000405704,0.00007530407,0.004650051,0.0008741505,0.09641853,0.1595015,0.1730615,0.5483967,0.0002343386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09122377,0.005628449,0.871129,0.001786942,0.0005221282,0.0001435586,0.0002167395,0.003649379,0.0257],"genre_scores_gemma":[0.4707505,0.001490341,0.5157883,0.0003567077,0.0002075178,0.0001571285,0.0002744164,0.0003086092,0.01066655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004765321,"threshold_uncertainty_score":0.01594162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369415191885157,"score_gpt":0.247953644289892,"score_spread":0.2342594923710404,"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."}}