{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001633088,0.0006004865,0.0004954924,0.0001398263,0.000421056,0.001473965,0.0003625817,0.0001725438,0.0003666928],"category_scores_gemma":[0.00005393837,0.0005462612,0.0002516157,0.0002397842,0.0001747133,0.002481702,0.0003477326,0.0005799362,0.004089446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396252,"about_ca_system_score_gemma":0.0002067515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001717119,"about_ca_topic_score_gemma":0.000005638363,"domain_scores_codex":[0.9971883,0.00008692612,0.0006422116,0.0007454089,0.0005678164,0.0007693017],"domain_scores_gemma":[0.998291,0.000121987,0.0002206664,0.0005729694,0.00007045483,0.0007229714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001140187,0.001868241,0.8878628,0.0000841545,0.0005800769,0.0002590629,0.0003482148,0.002063175,0.002502943,0.03322103,0.0399857,0.03008438],"study_design_scores_gemma":[0.01195454,0.001930529,0.05524041,0.0009362547,0.0003486957,0.0000759698,0.001997261,0.03011838,0.07672188,0.02484632,0.7889313,0.006898429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299561,0.00009398389,0.001263193,0.0008957384,0.0003084561,0.0005618188,0.002129933,0.0002333811,0.06455739],"genre_scores_gemma":[0.9936538,0.000003263119,0.001483544,0.0003860874,0.000682154,0.00001443071,0.001253905,0.0001523069,0.002370559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8326224,"threshold_uncertainty_score":0.9996989,"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."}}