{"id":"W3112500460","doi":"10.1117/12.2561585","title":"MAORY RTC, a status update","year":2020,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Strehl ratio; Adaptive optics; Telescope; Troubleshooting; Computer science; Sky; Deformable mirror; Aerospace engineering; Systems engineering; Physics; Optics; Engineering; Meteorology; Operating system","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":[0.006410718,0.001002473,0.0007105644,0.002453024,0.0008212724,0.004473998,0.003195992,0.002597268,0.09442618],"category_scores_gemma":[0.01285337,0.0005543972,0.0006385792,0.001683843,0.0006535884,0.005219133,0.001966312,0.002597206,0.1084901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002812834,"about_ca_system_score_gemma":0.005025018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008454337,"about_ca_topic_score_gemma":0.005043878,"domain_scores_codex":[0.9975285,0.0002116711,0.000169333,0.0002664201,0.001553475,0.0002705723],"domain_scores_gemma":[0.9900214,0.0005602239,0.0004109241,0.001434859,0.006550368,0.001022199],"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":[0.0002618243,0.0001148141,0.0005920305,0.0006597892,0.0000181797,0.0001241787,0.00007531053,0.0009590927,0.00764261,0.01078564,0.6482938,0.3304727],"study_design_scores_gemma":[0.000008800398,0.00004702127,0.0002455446,0.00006612729,0.000004850123,0.00006686041,0.000007533698,0.0002507248,0.0008062971,0.0002374346,0.9982516,0.000007327575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01267851,0.04313312,0.09720439,0.0244342,0.03496753,0.002018803,0.01561767,0.04234965,0.7275962],"genre_scores_gemma":[0.03336435,0.03064757,0.09315076,0.006666611,0.01067501,0.001521288,0.04189747,0.01194318,0.7701339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09442618,"threshold_uncertainty_score":0.315887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732236711200202,"score_gpt":0.2278172275626877,"score_spread":0.2104948604506857,"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."}}