{"id":"W1578041532","doi":"10.1109/cwit.2015.7255166","title":"Ocean current measurement using acoustic sensor network: ‘Challenges, simulation, deployement’","year":2015,"lang":"en","type":"article","venue":"","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Software deployment; Underwater; Underwater acoustic communication; Computer science; Acoustic sensor; Focus (optics); Telecommunications; Principal (computer security); Field (mathematics); Underwater acoustics; Data science; Systems engineering; Computer network; Computer security; Engineering; Oceanography; Acoustics; Geology; Software engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009280972,0.0002847255,0.0002792268,0.00008379503,0.0001347468,0.00009492192,0.0003055822,0.00009242308,0.00004326778],"category_scores_gemma":[0.00001577948,0.0002667153,0.00007873232,0.0001675035,0.000025265,0.0001777161,0.0001150966,0.0001930865,0.0003170764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410612,"about_ca_system_score_gemma":0.0000494779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004451582,"about_ca_topic_score_gemma":0.0004501227,"domain_scores_codex":[0.9978957,0.0001515808,0.0005562923,0.0002565575,0.0006618818,0.000477988],"domain_scores_gemma":[0.9984325,0.00005449296,0.00008121644,0.0007604312,0.0004060264,0.0002654043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006967472,0.00004600566,0.0003865329,0.00007888232,0.00008013378,6.280504e-8,0.0005918624,0.9935596,0.002043398,0.00004295906,0.001120949,0.002042648],"study_design_scores_gemma":[0.00052308,0.00001723704,0.00009931728,0.0001345483,0.00006262308,0.000005222135,0.0003641602,0.1335406,0.00005689761,0.0003918956,0.8643454,0.0004589908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02940603,0.01033302,0.9574249,0.0001076109,0.0005557772,0.0003697814,0.000002963883,0.001024655,0.0007752556],"genre_scores_gemma":[0.9545053,0.0004416335,0.04433987,0.00003563925,0.0004590277,0.000006597877,0.00001237243,0.0001069812,0.00009262066],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9250992,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3220793839248305,"score_gpt":0.3178861387047361,"score_spread":0.004193245220094344,"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."}}