{"id":"W2985751700","doi":"10.1121/1.5131235","title":"Geoacoustic inversion of the acoustic-pressure vertical phase gradient from a single vector sensor","year":2019,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Science Foundation of Heilongjiang Province; National Natural Science Foundation of China","keywords":"Geology; Seabed; Inversion (geology); Acoustics; Particle velocity; Nonlinear system; Inverse problem; Geodesy; Physics; Mathematics; Seismology; Mathematical analysis","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":[0.0003406736,0.000434904,0.0002495393,0.0003774049,0.0001169681,0.0003170387,0.0003447346,0.0002022087,0.0005988505],"category_scores_gemma":[0.001071757,0.0002308782,0.0002545197,0.0003679221,0.0002555053,0.0006257041,0.0004474465,0.000324186,0.0001835331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289238,"about_ca_system_score_gemma":0.000688468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004253169,"about_ca_topic_score_gemma":0.006722923,"domain_scores_codex":[0.999832,0.00002612833,0.000008306286,0.00004020867,0.00007717588,0.00001607322],"domain_scores_gemma":[0.9998149,0.00006726736,0.00003608554,0.00001992909,0.0000540547,0.000007626341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001948066,0.0001152393,0.01529302,0.0002758543,0.0001016694,0.0001031205,0.0002190678,0.4495182,0.2114971,0.004053636,0.0003675081,0.3182608],"study_design_scores_gemma":[0.000009941315,0.00004957885,0.007534443,0.000008876816,0.0000183614,0.00003871617,0.00003497094,0.9669317,0.02378249,0.001143649,0.0004310984,0.00001611586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3151807,0.0001320086,0.6820401,0.0000816172,0.00002759546,0.0000273681,0.0001452282,0.0002724589,0.002092954],"genre_scores_gemma":[0.9225304,0.0001154007,0.07601634,0.00001823255,0.000008226603,0.00001853596,0.0002590841,0.00002946576,0.001004179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004253169,"threshold_uncertainty_score":0.008456826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181795686245365,"score_gpt":0.2430596860951335,"score_spread":0.2248801174705969,"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."}}