{"id":"W2624035324","doi":"10.1121/1.4987502","title":"Observations of Langmuir circulation in the open ocean using acoustic instrumentation mounted on a subsurface drifting package","year":2017,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Instrumentation (computer programming); Geology; Cruise; Sampling (signal processing); Oceanography; Ocean current; Submarine pipeline; Bubble; Meteorology; Environmental science; Remote sensing; Geography; Computer science; Physics; Telecommunications; Mechanics","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":[0.0001258797,0.0001415656,0.0001276771,0.0004994217,0.0002298124,0.0001542461,0.0001939985,0.0001475474,0.0004453135],"category_scores_gemma":[0.0003245537,0.0001452008,0.00009527353,0.0003158242,0.0002050587,0.0002444355,0.0004628281,0.0002249032,0.0001448396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544279,"about_ca_system_score_gemma":0.0001721887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003909973,"about_ca_topic_score_gemma":0.007867951,"domain_scores_codex":[0.9999065,0.000009827398,0.000004030087,0.00001564431,0.00004395325,0.0000199175],"domain_scores_gemma":[0.9998205,0.00003128857,0.00003244722,0.0000106129,0.00006386291,0.00004130372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000449275,0.0001155925,0.2702504,0.00006922938,0.00005115473,0.000602932,0.0009620953,0.001780938,0.6881746,0.0002168759,0.0003854271,0.03694151],"study_design_scores_gemma":[0.00005929001,0.001473567,0.9430672,0.00002434121,0.00006924847,0.0004696007,0.001459638,0.01577905,0.03479792,0.0001790289,0.002583969,0.00003719209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981977,0.00003487756,0.0009656062,0.00001707262,0.000004929789,0.000006875422,0.00007751361,0.00002912107,0.0006663744],"genre_scores_gemma":[0.9965096,0.00005440897,0.002788021,0.00001265152,0.000008700579,0.000007408399,0.0001404419,0.000005366578,0.0004733595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003909973,"threshold_uncertainty_score":0.007774413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08232806990497445,"score_gpt":0.3321231232872708,"score_spread":0.2497950533822964,"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."}}