{"id":"W853734606","doi":"","title":"From deformable mirror pointing at sky to underwater acoustics","year":2011,"lang":"en","type":"article","venue":"Hydroacoustics","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Wavefront; Adaptive optics; Underwater; Physics; Atmosphere (unit); Optics; Turbulence; Amplitude; Sky; Deformable mirror; Acoustics; Geology; Remote sensing; Astronomy; Meteorology","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":[0.0002814734,0.0004610861,0.0003268736,0.0002719577,0.0002929865,0.0005384163,0.0006251018,0.0009168381,0.002069363],"category_scores_gemma":[0.0007796884,0.0002447452,0.0003540709,0.0003054514,0.0007628753,0.0007806114,0.000753444,0.0008058416,0.0007104073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755621,"about_ca_system_score_gemma":0.0002591123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887607,"about_ca_topic_score_gemma":0.001466872,"domain_scores_codex":[0.9997754,0.00004317628,0.00001205662,0.00005166514,0.0001013207,0.00001643796],"domain_scores_gemma":[0.9997913,0.00006242705,0.000026093,0.00005545059,0.00004503945,0.00001971202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002853012,0.00006188206,0.004459426,0.0003948406,0.0000613817,0.001281338,0.000669689,0.05154561,0.2806596,0.1064291,0.004751894,0.5493999],"study_design_scores_gemma":[0.00009419573,0.0005918877,0.009715163,0.0002124708,0.00009291896,0.00307949,0.0006417927,0.6645727,0.1144724,0.09010177,0.1161606,0.0002647445],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07826563,0.007452551,0.8651247,0.001807906,0.0007967754,0.0001060185,0.00009235923,0.00107651,0.04527751],"genre_scores_gemma":[0.6135924,0.006266205,0.3592673,0.0005124818,0.0004060751,0.00005569362,0.0001139292,0.0001029579,0.01968294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002069363,"threshold_uncertainty_score":0.006922662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100113464988892,"score_gpt":0.2304465552897953,"score_spread":0.1994454206399063,"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."}}