{"id":"W2148333499","doi":"10.1109/oceans.1989.587072","title":"Design Of An Acoustic Doppler Current Profiler Test Unit","year":2005,"lang":"en","type":"article","venue":"","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Acoustic Doppler current profiler; Doppler effect; Current (fluid); Computer science; Test (biology); Unit (ring theory); Acoustics; Electrical engineering; Engineering; 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":[0.0003128322,0.00008954299,0.0001109318,0.0001021611,0.00004358386,0.00001671969,0.0005827132,0.00006173598,0.00005411213],"category_scores_gemma":[0.00005174811,0.00007057479,0.00001865369,0.0002257729,0.00003897515,0.0002621207,0.00002303767,0.00009473048,0.0001195875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001602195,"about_ca_system_score_gemma":0.00004154602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004863373,"about_ca_topic_score_gemma":0.000006958674,"domain_scores_codex":[0.9991525,0.00005340704,0.0001918847,0.0002180497,0.0002013324,0.0001827929],"domain_scores_gemma":[0.9992095,0.00006737388,0.00006763454,0.0005095423,0.00009642822,0.00004952326],"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":[0.00001447404,0.001586479,0.007597486,0.0000838838,0.00004163843,0.000008771627,0.0007517112,0.007995361,0.759195,0.02437595,0.01256756,0.1857816],"study_design_scores_gemma":[0.0008750846,0.000456418,0.00431477,0.00006726431,0.00002075358,0.00006984562,0.0000672163,0.3214626,0.6646799,0.0006564018,0.006922448,0.0004072953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01511428,0.0001209783,0.9823406,0.0003222194,0.0002376063,0.0003183443,7.358985e-7,0.0003703532,0.001174829],"genre_scores_gemma":[0.9560138,0.000004887916,0.04343876,0.0000662787,0.00004873265,0.00001725497,6.779697e-7,0.000004689689,0.0004048939],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9408996,"threshold_uncertainty_score":0.2877956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0759572336259567,"score_gpt":0.2842187120476609,"score_spread":0.2082614784217042,"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."}}