{"id":"W4387931539","doi":"10.1121/10.0021973","title":"Using long-range transmissions in the Beaufort Gyre to test the sound-speed equation at high pressure and low temperature","year":2023,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research; Woods Hole Oceanographic Institution","keywords":"Geology; Speed of sound; Mesoscale meteorology; Ocean gyre; Acoustics; Sound (geography); Temperature salinity diagrams; Sound pressure; RADIUS; Range (aeronautics); Geodesy; Meteorology; Seismology; Physics; Oceanography; Materials science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001600366,0.0001291724,0.0002095299,0.00003203973,0.000622821,0.00007926764,0.0008553941,0.0000782623,0.0001427263],"category_scores_gemma":[0.0003116233,0.00004808253,0.000147463,0.0007863519,0.0004902948,0.00009371178,0.00008586068,0.0006645236,0.000008567997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001560168,"about_ca_system_score_gemma":0.00009073038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005461117,"about_ca_topic_score_gemma":0.00008493559,"domain_scores_codex":[0.9979869,0.0003327554,0.0003141388,0.0001103965,0.0009169861,0.0003387975],"domain_scores_gemma":[0.9969054,0.002465847,0.0001446656,0.0002702263,0.000110577,0.0001032138],"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":[0.0001363978,0.00006315122,0.01611956,0.00006695563,0.000104893,0.000005803869,0.006810746,0.9545817,0.0118105,4.765248e-7,0.008369434,0.001930369],"study_design_scores_gemma":[0.0002975624,0.0002740104,0.1105366,0.00008636974,0.0002408666,0.00008555265,0.003376625,0.8836961,0.000168451,0.0008043305,0.0003319389,0.0001016302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190882,0.0006793543,0.0368867,0.0422265,0.0001904955,0.0007064,0.000142045,0.00001426582,0.00006600627],"genre_scores_gemma":[0.9964595,0.0003483561,0.001714062,0.001169136,0.0001533391,4.20465e-7,0.000003458746,0.000006543621,0.0001452155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09441705,"threshold_uncertainty_score":0.4790299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03875998645489179,"score_gpt":0.2840996029739379,"score_spread":0.2453396165190461,"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."}}