{"id":"W2120756656","doi":"10.1109/pacrim.1989.48423","title":"Acoustic test bed for underwater communications: system modeling and performance","year":2003,"lang":"en","type":"article","venue":"","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Instrumentation (computer programming); Underwater; Computer science; Underwater acoustic communication; Test data; Real-time computing; Acoustics; Simulation; Geology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835136,0.0000968232,0.0001171681,0.00003896337,0.0001867177,0.00006126337,0.000210725,0.00004760903,0.00000318878],"category_scores_gemma":[0.000002909794,0.00008460841,0.00002182792,0.00005656889,0.00001873065,0.0001120163,0.00003534426,0.00006562436,0.00001378757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004707396,"about_ca_system_score_gemma":0.000007047037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008191496,"about_ca_topic_score_gemma":0.00001676079,"domain_scores_codex":[0.9994662,0.00002081764,0.0002240848,0.0000866706,0.00005272836,0.0001495237],"domain_scores_gemma":[0.9992423,0.0001025155,0.00001572539,0.0005467428,0.00004964819,0.00004308467],"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":[0.00004921594,0.000426788,0.02135841,0.01164769,0.0007210066,0.00000156124,0.008990211,0.6627125,0.2050024,0.05419925,0.000978752,0.03391223],"study_design_scores_gemma":[0.0002421928,0.00001935983,0.00001299842,0.00005926085,0.00001263645,0.0000137592,0.0009505057,0.9927033,0.002963363,0.00007021665,0.002828546,0.0001239033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1640856,0.001307269,0.8229428,0.00008576889,0.00004924706,0.000489949,0.000006273918,0.0005633958,0.01046968],"genre_scores_gemma":[0.9833072,0.0002449395,0.0160828,0.00002268204,0.00001013547,0.0001248361,0.000006751484,0.00002559007,0.0001750514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8192216,"threshold_uncertainty_score":0.3450231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393229756770178,"score_gpt":0.2259999965797448,"score_spread":0.192067699012043,"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."}}