{"id":"W2222016700","doi":"10.1121/1.4939122","title":"Sequential inversion of modal data for sound attenuation in sediment at the New Jersey Shelf","year":2016,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Modal; Sound (geography); Inversion (geology); Attenuation; Geology; Acoustics; Sediment; Oceanography; Sound propagation; Seismology; Geomorphology; Optics; Physics; 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":[0.0001689479,0.0003498856,0.00017652,0.0007468555,0.0002247879,0.0003389983,0.0004764478,0.0001477045,0.0007885191],"category_scores_gemma":[0.0008279178,0.0003057267,0.0002480056,0.0003562813,0.0001442516,0.000459687,0.0004198974,0.000321899,0.0001960443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640007,"about_ca_system_score_gemma":0.0008155843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02788064,"about_ca_topic_score_gemma":0.0681174,"domain_scores_codex":[0.9998964,0.000007498077,0.000005171293,0.00001929803,0.00005620952,0.0000153696],"domain_scores_gemma":[0.9998247,0.00004230335,0.000029692,0.00002150936,0.00007206907,0.000009746924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005142409,0.0002294381,0.08411051,0.0001227308,0.0001324708,0.0002843676,0.0005472748,0.1645131,0.3388771,0.001953456,0.0008172482,0.4078981],"study_design_scores_gemma":[0.00004978111,0.0001499702,0.06667931,0.00001469168,0.0000713133,0.0000959157,0.0002558142,0.874828,0.05513573,0.0008712045,0.001797683,0.00005046051],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.821133,0.00005507533,0.1756582,0.00006035957,0.00001937717,0.00003328629,0.000333538,0.0004734712,0.002233766],"genre_scores_gemma":[0.9194016,0.00005150774,0.07906455,0.00001064094,0.000007148444,0.000023144,0.0004779864,0.00005574527,0.0009075797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02788064,"threshold_uncertainty_score":0.05543673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973159894618203,"score_gpt":0.2917374480162176,"score_spread":0.2420058490700356,"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."}}