{"id":"W2753858923","doi":"10.1117/12.2283826","title":"Optical design considerations for astronomical and space applications","year":2017,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Computer science; Reliability (semiconductor); Lens (geology); Optical engineering; Space (punctuation); Optical imaging; Systems engineering; Engineering; Optics; Physics","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":[0.001129137,0.0007257015,0.0003994193,0.001263939,0.001438874,0.002290284,0.0008654332,0.002436143,0.01433637],"category_scores_gemma":[0.003651272,0.0004913754,0.0004725509,0.0006230278,0.0007565756,0.002145436,0.0007635175,0.001002304,0.004278009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290465,"about_ca_system_score_gemma":0.0009070227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533993,"about_ca_topic_score_gemma":0.002031395,"domain_scores_codex":[0.9985321,0.0002128043,0.00006721764,0.0001145757,0.0009639797,0.0001094001],"domain_scores_gemma":[0.9980657,0.0005580439,0.0001816504,0.0001480882,0.0009457306,0.0001007616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003041398,0.00009776661,0.001602285,0.001710064,0.00005148362,0.001102222,0.0005016673,0.03081801,0.1192387,0.43091,0.06883988,0.3448238],"study_design_scores_gemma":[0.00003712327,0.0003550913,0.001420003,0.000456751,0.00006886891,0.002423753,0.0003208367,0.01878789,0.0181599,0.08867283,0.8692177,0.00007920968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.028565,0.0520848,0.4371547,0.0275231,0.00475559,0.0003224924,0.0004008395,0.001193254,0.4480001],"genre_scores_gemma":[0.447686,0.04067659,0.3029631,0.008563831,0.002870065,0.0005260528,0.0003704857,0.0007705592,0.1955733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01433637,"threshold_uncertainty_score":0.04795998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723273351508307,"score_gpt":0.2862710653886445,"score_spread":0.2390383318735614,"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."}}