{"id":"W2155656520","doi":"10.1061/(asce)0733-9429(2003)129:12(1020.2)","title":"Closure to “Measurement of Bed Load Velocity Using an Acoustic Doppler Current Profiler” by Colin D. Rennie, Robert G. Millar, and Michael A. Church","year":2003,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Acoustic Doppler current profiler; Closure (psychology); Geology; Current (fluid); Acoustic Doppler velocimetry; Doppler effect; Acoustics; Geotechnical engineering; Oceanography; Laser Doppler velocimetry; Physics; Medicine; Law","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":[0.0006437598,0.0003350282,0.0005354199,0.0002280392,0.00004343177,0.00003845018,0.0002032713,0.000156671,0.00001180543],"category_scores_gemma":[0.000260456,0.0003214645,0.0001126324,0.0003228803,0.00002062174,0.000159201,0.00002736182,0.0005657806,5.657329e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987779,"about_ca_system_score_gemma":0.0000785482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377122,"about_ca_topic_score_gemma":0.000005867063,"domain_scores_codex":[0.9979916,0.00002895524,0.0007154686,0.0001926442,0.0006561661,0.0004151351],"domain_scores_gemma":[0.9990017,0.0000392562,0.0001194461,0.0002326822,0.0002578732,0.0003489799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001019597,0.00003608285,0.00006251637,0.000266532,0.00007914968,0.000005971093,0.0001457099,0.7832,0.2150484,0.00002132945,0.0006145059,0.0005096046],"study_design_scores_gemma":[0.00313616,0.000787075,0.004989303,0.001706708,0.0004125928,0.001100148,0.0001546516,0.8500323,0.106975,0.000162587,0.02868104,0.001862358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192236,0.008663001,0.1709802,0.00002426659,0.0007468855,0.0002077199,0.00001024751,0.00009508654,0.00004893877],"genre_scores_gemma":[0.9905935,0.0002573322,0.008942883,0.00001165206,0.0001182339,0.000004973452,0.000001492947,0.00006448679,0.000005444429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1713698,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266774796040617,"score_gpt":0.2262991273774964,"score_spread":0.2136313794170902,"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."}}