{"id":"W2131291923","doi":"10.1109/oceans.1997.634457","title":"An integrated acoustic remote sensing and communications system for tidal front mapping","year":2002,"lang":"en","type":"article","venue":"","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethernet; Hydrophone; Computer science; Software; Base station; Front and back ends; Real-time computing; Telecommunications; Engineering; Remote sensing; Computer hardware; Geology; Oceanography","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":[0.0001354666,0.0001032835,0.000142298,0.00005966565,0.0001658252,0.00009621205,0.000234286,0.00005853384,0.00001175006],"category_scores_gemma":[0.000001856723,0.00009517442,0.00002528585,0.00006689561,0.00002667671,0.00009618336,0.00004053202,0.00009485293,0.00002647468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006995021,"about_ca_system_score_gemma":0.000002585905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001882588,"about_ca_topic_score_gemma":0.0002373099,"domain_scores_codex":[0.9994161,0.00005076312,0.0002354258,0.0001008881,0.00005190363,0.0001449182],"domain_scores_gemma":[0.9990593,0.00006706449,0.00002629096,0.0007211557,0.00006034184,0.00006581737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008754534,0.00005020398,0.00008348607,0.0008951544,0.000249918,0.000002668035,0.009625307,0.005710817,0.2521073,0.0003817154,0.002256676,0.728628],"study_design_scores_gemma":[0.0001879332,0.00001282619,0.0000218349,0.00009385844,0.00001084439,0.00002466005,0.003283747,0.9734398,0.0008515627,0.00001973739,0.02193134,0.0001218996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01122939,0.0005891267,0.9826083,0.0001428697,0.00004533656,0.0002506164,0.00000812795,0.0006284415,0.004497836],"genre_scores_gemma":[0.8976994,0.00007156526,0.1018287,0.00002577125,0.00002433472,0.000003182964,0.00001650266,0.00002480009,0.0003057417],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9677289,"threshold_uncertainty_score":0.38811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422130577648337,"score_gpt":0.2317872437458179,"score_spread":0.1895741859809842,"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."}}