{"id":"W2795600097","doi":"10.26698/ao4elt5.0119","title":"Latest AO simulation results for the E-ELT","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Adaptive Optics for Extremely Large Telescopes 5","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Österreichischen Akademie der Wissenschaften; University of Canterbury","keywords":"Computer science","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":[0.0007118145,0.0004898804,0.0006413617,0.0006581367,0.0007129411,0.0006715697,0.0009031232,0.001030919,0.005930465],"category_scores_gemma":[0.002936451,0.0002469233,0.0008541999,0.0008348743,0.0005028304,0.001172868,0.0006541911,0.001258404,0.0007304606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008069436,"about_ca_system_score_gemma":0.0007669769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747325,"about_ca_topic_score_gemma":0.008730561,"domain_scores_codex":[0.9996787,0.00006475885,0.0000149925,0.00004120435,0.0001289696,0.00007134855],"domain_scores_gemma":[0.9987772,0.0005830436,0.00007858368,0.0001179944,0.0003432422,0.00009989999],"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":[0.00008441773,0.00005905139,0.003143454,0.0001192798,0.00003959396,0.00007507653,0.00008925402,0.9803863,0.001555021,0.005363795,0.00290839,0.006176355],"study_design_scores_gemma":[0.00003663257,0.00001919385,0.000942772,0.00002041724,0.00001593562,0.00002336086,0.0000594412,0.9904135,0.001065287,0.00245792,0.004928798,0.00001671093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5362901,0.002983162,0.2245938,0.004268608,0.0009510701,0.0002012933,0.01001474,0.004857966,0.2158392],"genre_scores_gemma":[0.9499003,0.0009760601,0.03650197,0.0004220925,0.0001080328,0.0001780652,0.004082963,0.001091432,0.006739055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747325,"threshold_uncertainty_score":0.03474307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322765167258369,"score_gpt":0.264362844307429,"score_spread":0.2311351926348453,"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."}}