{"id":"W2294312456","doi":"","title":"The Vectron","year":2015,"lang":"en","type":"article","venue":"","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortek (Canada); Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Sonar; Transducer; Acoustics; Sampling (signal processing); Doppler effect; Flow measurement; Computer science; Physics; Telecommunications; Detector","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":[0.0006834968,0.000640613,0.0005451678,0.0008219426,0.000920094,0.001576989,0.0007733838,0.0006706237,0.03077988],"category_scores_gemma":[0.0009800213,0.0003922824,0.000260082,0.0007774242,0.0005135547,0.001001282,0.002110416,0.0007849819,0.008735114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028113,"about_ca_system_score_gemma":0.002221434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102696,"about_ca_topic_score_gemma":0.01527591,"domain_scores_codex":[0.9992058,0.00007507336,0.00002219063,0.0001906396,0.000405842,0.0001005328],"domain_scores_gemma":[0.9992748,0.00007360997,0.00003305238,0.0001327943,0.0003565245,0.0001292605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002242866,0.000158642,0.02258535,0.0005333049,0.00006692756,0.0006962798,0.000507957,0.006294814,0.08101462,0.02647011,0.1442325,0.7151967],"study_design_scores_gemma":[0.0002340026,0.0008953512,0.01737056,0.0001689417,0.00006557383,0.001536008,0.0002494354,0.02247809,0.03074023,0.003270049,0.9228804,0.0001114168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1354151,0.003424299,0.1932811,0.001363863,0.002140761,0.001337247,0.01404771,0.01592744,0.6330625],"genre_scores_gemma":[0.457472,0.002458412,0.139909,0.0009650039,0.0003881346,0.0007583661,0.02123916,0.001754528,0.3750554],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03077988,"threshold_uncertainty_score":0.1029689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934394252338704,"score_gpt":0.2648785994098929,"score_spread":0.2155346568865059,"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."}}