{"id":"W4388963751","doi":"10.13009/ao4elt7-2023-007","title":"Simulating METIS SCAO System","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Spectrograph; Compass; Pyramid (geometry); Computer science; First light; Adaptive optics; Physics; Optics; Geography; Cartography; Astronomy; Light source","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0004272977,0.0006119518,0.0006283111,0.0003553143,0.00064254,0.0009169831,0.001165098,0.001045281,0.01006005],"category_scores_gemma":[0.001633918,0.0002616315,0.0004477047,0.0005619663,0.0003862616,0.0007675198,0.0008040791,0.001172332,0.001004423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109526,"about_ca_system_score_gemma":0.001140931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770171,"about_ca_topic_score_gemma":0.008020605,"domain_scores_codex":[0.9996687,0.00006555986,0.00001283322,0.00005170207,0.0001210265,0.00008004405],"domain_scores_gemma":[0.9993978,0.0002401261,0.00004058624,0.00006997903,0.000189331,0.00006219341],"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":[0.0001343754,0.00006911538,0.003035945,0.00007154387,0.00002880677,0.00009209177,0.0000943676,0.975806,0.00229581,0.008265862,0.004232036,0.005874013],"study_design_scores_gemma":[0.00004563317,0.0000289389,0.0005178804,0.000007384519,0.000007434229,0.00001944317,0.00003875478,0.9922674,0.001257765,0.001259196,0.004541709,0.000008448158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6459392,0.0008062332,0.1821559,0.001327057,0.0005865757,0.0005641885,0.01022074,0.009458802,0.1489413],"genre_scores_gemma":[0.9521185,0.0001926772,0.03433155,0.0001860055,0.00003502143,0.000312159,0.003553481,0.0006128671,0.008657623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01770171,"threshold_uncertainty_score":0.03519738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09255413844614009,"score_gpt":0.1974748696185912,"score_spread":0.1049207311724511,"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."}}