{"id":"W2988809576","doi":"10.1121/1.5136915","title":"On geoacoustic inversions, sediment acoustics, and deep ocean ambient noise","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ambient noise level; Geology; Trench; Oceanography; Deep sea; Beach morphodynamics; Waves and shallow water; Noise (video); Seabed; Trough (economics); Sediment; Sediment transport; Acoustics; Seismology; Sound (geography); Geomorphology","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":[0.0009521155,0.0004267006,0.0002627311,0.0009833036,0.0003286485,0.000861675,0.0004126214,0.0003458285,0.0008554493],"category_scores_gemma":[0.003594934,0.000330963,0.0001984584,0.001066169,0.001065479,0.001183622,0.0009921404,0.0007140678,0.0001796225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051065,"about_ca_system_score_gemma":0.000885574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02543771,"about_ca_topic_score_gemma":0.0409515,"domain_scores_codex":[0.9996519,0.0001033396,0.0000148526,0.00007434592,0.000113065,0.00004247345],"domain_scores_gemma":[0.9986321,0.0008591502,0.0001092097,0.00007451044,0.0002561312,0.00006885558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004494568,0.0003500046,0.09527533,0.0002415916,0.0001268712,0.0005128424,0.0009681846,0.3712589,0.03025095,0.04156777,0.003453277,0.4555449],"study_design_scores_gemma":[0.00004675606,0.0002012121,0.09851155,0.0001170827,0.00004297576,0.0001406341,0.0009185867,0.8399199,0.01941573,0.02299008,0.01754397,0.0001514853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178686,0.003121464,0.2468653,0.002487845,0.0001185786,0.0000681056,0.0005687634,0.0006091771,0.02829202],"genre_scores_gemma":[0.9501595,0.001606486,0.04400808,0.0001319939,0.0001097722,0.00002068635,0.0003851185,0.00007709639,0.003501259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02543771,"threshold_uncertainty_score":0.05057931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054999162994364,"score_gpt":0.2270710964575584,"score_spread":0.2165211048276148,"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."}}