{"id":"W2393098077","doi":"","title":"Acoustic measurement of suspended sediments with ADCP and its error analysis","year":2004,"lang":"en","type":"article","venue":"Haiyang kexue","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Sediment; Geology; Sampling (signal processing); Acoustic Doppler current profiler; Inversion (geology); Remote sensing; Temporal resolution; Environmental science; Current (fluid); Oceanography; Geomorphology; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460744,0.000571499,0.0003869484,0.001265794,0.0003253248,0.0005796186,0.0005605857,0.0004331995,0.0004392186],"category_scores_gemma":[0.005013656,0.0002738613,0.0001416363,0.001496463,0.0004226424,0.0007586147,0.0008228363,0.0004758804,0.0001646275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579913,"about_ca_system_score_gemma":0.0003464879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731781,"about_ca_topic_score_gemma":0.002110944,"domain_scores_codex":[0.99817,0.0002362047,0.00009814209,0.0002375133,0.001195595,0.00006251524],"domain_scores_gemma":[0.9980491,0.0006644557,0.000184914,0.0002762343,0.0007882397,0.00003702652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004766469,0.000112892,0.03173862,0.0005590853,0.0001207663,0.0004129978,0.0006395335,0.02039776,0.5465265,0.003697937,0.0008044231,0.3945128],"study_design_scores_gemma":[0.00004296849,0.0002482483,0.03520596,0.00003908082,0.0001162883,0.0009117843,0.0002002376,0.32649,0.62835,0.001547598,0.006731131,0.0001167916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2290822,0.0006227976,0.7666109,0.0001718641,0.0001087543,0.00008918327,0.0002030934,0.0006428162,0.002468455],"genre_scores_gemma":[0.7638667,0.0005296296,0.2331522,0.00005722744,0.00004619249,0.0001005145,0.0001606409,0.00007041929,0.002016506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002731781,"threshold_uncertainty_score":0.007725239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04145427348214943,"score_gpt":0.2547839854423344,"score_spread":0.213329711960185,"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."}}