{"id":"W7038433429","doi":"","title":"INO Pyramidal Wavefront Sensor Demonstrator: first closed-loop on-sky operation at Mont-Mégantic Telescope","year":2015,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptive optics; Wavefront sensor; Wavefront; Robustness (evolution); Deformable mirror; Telescope","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":[0.0005725496,0.000480148,0.0005340908,0.0001892594,0.0004714898,0.0004890672,0.00141792,0.0007211782,0.002595832],"category_scores_gemma":[0.0005987172,0.0002244716,0.0002730825,0.0001748218,0.0004737773,0.0006594895,0.0008208835,0.0005239152,0.0008380761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006968822,"about_ca_system_score_gemma":0.001138506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563155,"about_ca_topic_score_gemma":0.009498185,"domain_scores_codex":[0.9993451,0.00003520122,0.00001368291,0.0001389574,0.0003762112,0.00009074077],"domain_scores_gemma":[0.9995731,0.00004248667,0.00004697188,0.00007713654,0.0001600398,0.0001003654],"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":[0.0007148623,0.0002448777,0.005504924,0.0001493885,0.00005419568,0.000348803,0.0004082846,0.002248151,0.9503842,0.0007129774,0.002953129,0.03627623],"study_design_scores_gemma":[0.0003232928,0.002950646,0.03191657,0.00002163781,0.00006789527,0.0004263046,0.0002955343,0.04551961,0.8969745,0.0002586309,0.02115444,0.00009097954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477802,0.0001145393,0.03643902,0.0002751733,0.00009796346,0.0004333829,0.0009830225,0.003011705,0.01086505],"genre_scores_gemma":[0.9469018,0.0000539124,0.04432183,0.0001382759,0.00002156404,0.0001761375,0.0007977948,0.0001846705,0.007403994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9943684,"threshold_uncertainty_score":0.01119751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194473112100506,"score_gpt":0.2161473079345269,"score_spread":0.1966999967244763,"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."}}