{"id":"W4403396892","doi":"10.1121/10.0032357","title":"Advancing glider-based acoustic measurements of underwater-radiated ship noise","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Ocean Frontier Institute","keywords":"Glider; Underwater glider; Hydrophone; Marine engineering; Noise (video); Acoustics; Bathymetry; Range (aeronautics); Rudder; Sea trial; Buoyancy; Ambient noise level; Geology; Engineering; Sound (geography); Oceanography; Computer science; Aerospace engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002856214,0.0002457893,0.0002155101,0.0003043108,0.0001221464,0.0002397737,0.0002627115,0.0001663871,0.0004129105],"category_scores_gemma":[0.0009484442,0.0001031025,0.0001267207,0.0001610543,0.0002201386,0.0002404449,0.0003677814,0.0001674355,0.0001609139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454289,"about_ca_system_score_gemma":0.0003270261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01277818,"about_ca_topic_score_gemma":0.03281234,"domain_scores_codex":[0.999817,0.00003489162,0.000006094572,0.00004476466,0.00007867607,0.00001870873],"domain_scores_gemma":[0.9996932,0.0001130855,0.00004114989,0.00002975856,0.00009984447,0.00002310378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005755096,0.0001027269,0.4865804,0.000140736,0.00009315291,0.0002974844,0.001552744,0.013265,0.4087703,0.0001591354,0.0003395267,0.08812329],"study_design_scores_gemma":[0.00005353336,0.0009599687,0.8439734,0.00003812366,0.0001230742,0.0004557279,0.0007742939,0.08020695,0.07184248,0.000154955,0.00136151,0.00005594646],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954182,0.00002068508,0.003886969,0.000004599137,0.000002871103,0.000008205998,0.00006966197,0.00004264674,0.0005461887],"genre_scores_gemma":[0.9944696,0.00005333281,0.004932911,0.00001042323,0.000002183292,0.00000903175,0.0001206192,0.00001124502,0.0003905871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277818,"threshold_uncertainty_score":0.02540761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494918160892381,"score_gpt":0.2760850393289747,"score_spread":0.2411358577200509,"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."}}