{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009441809,0.0002617023,0.0002546793,0.00006564688,0.0002624874,0.00004941265,0.0001733299,0.00006668833,0.000860506],"category_scores_gemma":[0.000009199306,0.0002453189,0.00009701887,0.0001119294,0.00004984882,0.0001007814,0.0002645124,0.0001715341,0.0007079049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007936074,"about_ca_system_score_gemma":0.00003173525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319583,"about_ca_topic_score_gemma":0.00002226653,"domain_scores_codex":[0.9985782,0.000018983,0.0003125303,0.0003442342,0.0002014712,0.000544586],"domain_scores_gemma":[0.9991434,0.00005063697,0.0001114735,0.0003578013,0.0001026544,0.0002339848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008204441,0.002712441,0.1441363,0.0001528608,0.002361702,0.00035606,0.05783468,0.04763272,0.6581066,0.03115816,0.03193006,0.02279806],"study_design_scores_gemma":[0.003232104,0.000525445,0.02316926,0.0003000304,0.001265116,0.00001746749,0.00942379,0.7640216,0.1054791,0.06900094,0.01966279,0.003902289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6617388,0.000006785799,0.3011627,0.00002821852,0.0003515473,0.0001546674,0.0001146327,0.00004932268,0.03639336],"genre_scores_gemma":[0.9097242,7.552619e-7,0.0861892,0.0001767841,0.0003500239,0.000004448356,0.00006779834,0.00005654085,0.003430234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7163889,"threshold_uncertainty_score":0.9999999,"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."}}