{"id":"W2102568768","doi":"10.1175/jtech-d-12-00198.1","title":"An Intercomparison of Acoustic Current Meter Measurements in Low to Moderate Flow Regions","year":2013,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Current meter; Current (fluid); Doppler effect; Environmental science; Acoustic Doppler current profiler; Metre; Sampling (signal processing); Range (aeronautics); Geodesy; Remote sensing; Flow measurement; Flow (mathematics); Compass; Geology; Meteorology; Physics; Oceanography; Optics; Materials science","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":[0.001987726,0.0002976209,0.0003574711,0.001129893,0.0004233757,0.0006274075,0.0005162632,0.000325928,0.000436179],"category_scores_gemma":[0.002686964,0.0001718422,0.0002261446,0.0008469477,0.0002529595,0.0003246778,0.0006058603,0.0002179376,0.0001608324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006942241,"about_ca_system_score_gemma":0.0004654779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04722177,"about_ca_topic_score_gemma":0.07336086,"domain_scores_codex":[0.9990678,0.0002346487,0.000100142,0.0002440038,0.0002579008,0.00009547728],"domain_scores_gemma":[0.9981431,0.000517307,0.0002254663,0.0001699366,0.0007765457,0.000167639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007944292,0.0001133937,0.9340615,0.00005647545,0.00009104003,0.0002366076,0.0007313797,0.002358268,0.03816742,0.00006000828,0.0002975189,0.023032],"study_design_scores_gemma":[0.0000195722,0.000320445,0.9907539,0.00001108533,0.0000350644,0.00005925434,0.0003565623,0.00309826,0.004461739,0.00002346572,0.0008515813,0.000009116441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980292,0.00009307444,0.000935439,0.00001246733,0.00001509573,0.00002726407,0.0002114009,0.00003118213,0.000644904],"genre_scores_gemma":[0.9973831,0.00002786578,0.001886853,0.00001445615,0.000008398682,0.00001790584,0.0004576634,0.00000568712,0.0001980378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04722177,"threshold_uncertainty_score":0.09389383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820306782563495,"score_gpt":0.2714207944522971,"score_spread":0.2432177266266621,"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."}}