{"id":"W2799287242","doi":"10.1121/1.5035794","title":"Geoacoustic inversion of the New England Mud Patch using modal time-frequency dispersion","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Acoustics; Hydrophone; Modal dispersion; Geology; Inversion (geology); Acoustic dispersion; Modal; Frequency domain; Underwater; Broadband; Time domain; Image warping; Dispersion (optics); Seismology; Physics; Computer science; Optics; Materials science; Acoustic wave; Oceanography","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":[0.0001211808,0.0002176388,0.0001362955,0.0003770996,0.0001185502,0.0002664492,0.0002250787,0.0001854615,0.0005968661],"category_scores_gemma":[0.0006536928,0.000150536,0.0001109981,0.0002476863,0.0001654477,0.0002775296,0.0003387799,0.0002299229,0.0001705734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242252,"about_ca_system_score_gemma":0.0003489033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322465,"about_ca_topic_score_gemma":0.02401952,"domain_scores_codex":[0.9999503,0.000007257014,0.000002206146,0.000009867253,0.00001994536,0.00001037149],"domain_scores_gemma":[0.9999,0.00003562333,0.00001302687,0.000008817618,0.00003520444,0.000007446361],"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":[0.0008069575,0.0001676127,0.07680075,0.0001754418,0.00009710364,0.001066893,0.001252416,0.2858719,0.4995233,0.001471262,0.000812554,0.1319539],"study_design_scores_gemma":[0.00005801008,0.0001235997,0.08238053,0.00002052234,0.00002579979,0.0001482073,0.0005085816,0.8659443,0.04866467,0.0003510488,0.001738215,0.00003655563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836313,0.0000386965,0.01452099,0.00005170722,0.000006423501,0.000007594967,0.0001201069,0.0001010915,0.001522174],"genre_scores_gemma":[0.9924792,0.00002362904,0.006641844,0.000006357037,0.000002066944,0.000004349202,0.0001331722,0.0000119084,0.0006974333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322465,"threshold_uncertainty_score":0.02629536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798768921419484,"score_gpt":0.2447802409817759,"score_spread":0.2267925517675811,"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."}}