{"id":"W2623495165","doi":"10.1121/1.4987909","title":"An Office of Naval Research perspective on Ira Dyer's Legacy","year":2017,"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":"","funders":"","keywords":"Sonar; Navy; Submarine; Reverberation; Arctic; Acoustics; Underwater; Perspective (graphical); Noise (video); Oceanography; QUIET; Sound (geography); The arctic; Aeronautics; Geology; Meteorology; Marine engineering; Computer science; Engineering; History; Geography; Artificial intelligence; Archaeology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006301653,0.0008217025,0.0007238197,0.00110743,0.00597446,0.008638063,0.001507357,0.006080129,0.03302335],"category_scores_gemma":[0.009045454,0.0002618538,0.0003794909,0.001877436,0.003116143,0.006080928,0.005116353,0.01042324,0.01577011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005491259,"about_ca_system_score_gemma":0.01695972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02276676,"about_ca_topic_score_gemma":0.02920858,"domain_scores_codex":[0.9959559,0.0006244088,0.0001750102,0.0005709554,0.001805629,0.0008681029],"domain_scores_gemma":[0.9946443,0.000537314,0.0002457592,0.000272897,0.002372889,0.001926912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002171279,0.00003409584,0.0002718084,0.00007848302,0.000002996152,0.0001052476,0.000408964,0.00005647332,0.0002029995,0.03444948,0.9029406,0.06142731],"study_design_scores_gemma":[0.000001427241,0.00001031709,0.0001257451,0.00007698558,7.843611e-7,0.0000422401,0.000279574,0.000009764628,0.00001869528,0.001245192,0.998185,0.00000412698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001216128,0.0435101,0.000683871,0.7399465,0.06972226,0.00002437516,0.0002900157,0.0001156931,0.1444911],"genre_scores_gemma":[0.03450918,0.08772977,0.00308831,0.334062,0.04222761,0.0001018597,0.0004359011,0.0003632589,0.4974821],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03302335,"threshold_uncertainty_score":0.1104741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689636177264801,"score_gpt":0.3594263177016772,"score_spread":0.3025299559290291,"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."}}