{"id":"W2134747347","doi":"10.1109/oceans.1996.568282","title":"A multi-channel general purpose research echo sounder","year":2002,"lang":"en","type":"article","venue":"","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Telemetry; Transceiver; Echo sounding; Acoustics; Echo (communications protocol); Channel (broadcasting); Coaxial cable; Waveform; Computer science; Broadband; SIGNAL (programming language); Electrical engineering; Remote sensing; Engineering; Telecommunications; Geology; Wireless; Physics; Voltage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164127,0.0005832343,0.0008301795,0.001183447,0.0003731667,0.0004845372,0.001377479,0.001015135,0.009809012],"category_scores_gemma":[0.001437872,0.0003467301,0.0003667233,0.0007064709,0.0002856968,0.0009240478,0.001000564,0.0005873478,0.003744636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446606,"about_ca_system_score_gemma":0.0008285567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927783,"about_ca_topic_score_gemma":0.0007004721,"domain_scores_codex":[0.9989939,0.00009261289,0.00005738489,0.0002202683,0.0005476627,0.00008809583],"domain_scores_gemma":[0.9987403,0.0002220108,0.0001292675,0.0002361457,0.0004546337,0.0002176686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006503483,0.0001942664,0.002791102,0.0003370701,0.00002478907,0.0002376674,0.0001063799,0.002645368,0.7671265,0.001349137,0.005348798,0.2191885],"study_design_scores_gemma":[0.0004298154,0.006593578,0.0324916,0.00009671526,0.000258553,0.00575282,0.0001122997,0.08073375,0.7105079,0.0009599322,0.1617136,0.0003493399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2570325,0.001376393,0.6999514,0.0003283004,0.0004269925,0.001681354,0.001772324,0.02014015,0.01729065],"genre_scores_gemma":[0.3182866,0.00076315,0.6161249,0.0005108161,0.0002488937,0.001059061,0.001851066,0.0004463278,0.06070924],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009809012,"threshold_uncertainty_score":0.03281444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2118205420932482,"score_gpt":0.3398071001705993,"score_spread":0.1279865580773512,"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."}}