{"id":"W3105449867","doi":"","title":"On-sky vibration environment for the Gemini Planet Imager and mitigation effort","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Planet; Sky; Computer science; Astrobiology; Remote sensing; Astronomy; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005344573,0.00005840787,0.00004741863,0.000007663054,0.00009867371,0.0000188154,0.00002407202,0.00001242669,0.0001889],"category_scores_gemma":[0.000001677498,0.0000319609,0.00001614863,0.000005568351,0.00003754238,0.0000442831,0.0000123532,0.00002206218,0.00002088489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007955158,"about_ca_system_score_gemma":0.000004657049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002743009,"about_ca_topic_score_gemma":2.071861e-7,"domain_scores_codex":[0.9996836,0.000004943774,0.0000658832,0.0001017889,0.00005660738,0.00008713729],"domain_scores_gemma":[0.9997071,0.0001444331,0.00003601901,0.00008490378,0.000005657701,0.00002190038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001070374,0.00008007557,0.004378655,0.000006910882,0.0001214252,6.637391e-7,0.0002911572,0.0001265413,0.1984076,0.4215859,0.01474081,0.3601532],"study_design_scores_gemma":[0.005424011,0.0007883345,0.06980086,0.00014145,0.0002262781,0.000003101132,0.0006358377,0.03692816,0.1253749,0.466253,0.2933629,0.001061153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4116505,0.00001817307,0.5631389,0.003728599,0.0001862341,0.0007463361,0.0002190067,0.00001712408,0.02029513],"genre_scores_gemma":[0.9955396,0.000003417087,0.003633906,0.00007295511,0.0001838369,0.00001343129,0.00003376498,0.000007550472,0.000511552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5838891,"threshold_uncertainty_score":0.2068322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007744724190355995,"score_gpt":0.2046034387843255,"score_spread":0.1968587145939695,"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."}}