{"id":"W2784085674","doi":"10.1139/cjce-2017-0420","title":"Discussion of “Turbulence over cube-mounted rough bed using spatiotemporal averaging approach”","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Turbulence; Surface finish; Cube (algebra); Flow (mathematics); Surface roughness; Rough surface; Surface (topology); Mechanics; Mathematics; Meteorology; Geology; Geometry; Materials science; Physics; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006010649,0.0002463266,0.0002869444,0.0002994487,0.0003404964,0.0006558329,0.0008399888,0.0004627112,0.001423695],"category_scores_gemma":[0.001318902,0.0001054303,0.0005520157,0.0003206099,0.0006013597,0.0007366184,0.0003710522,0.0005946624,0.0001169952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003434102,"about_ca_system_score_gemma":0.0004717512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006355667,"about_ca_topic_score_gemma":0.004319605,"domain_scores_codex":[0.9997905,0.00004758108,0.00001953879,0.0000335098,0.00008931525,0.00001961178],"domain_scores_gemma":[0.9997314,0.0001403089,0.00002849016,0.00003849465,0.00005254044,0.000008781394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001521665,0.00006033035,0.005560744,0.0005970694,0.000140059,0.001414174,0.0006090131,0.373617,0.1136505,0.3796093,0.01015123,0.1144385],"study_design_scores_gemma":[0.000004891377,0.00004688431,0.003901804,0.0000292387,0.0000217963,0.0001710899,0.00007293474,0.9607064,0.01078879,0.01702083,0.00720406,0.00003119974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1294064,0.00170504,0.8477839,0.003572823,0.001229092,0.000127187,0.0005325255,0.0007923981,0.01485077],"genre_scores_gemma":[0.8510509,0.002514009,0.1402336,0.0004894101,0.000685902,0.0001176926,0.0002882496,0.0001348055,0.004485456],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006355667,"threshold_uncertainty_score":0.01263738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008832455253345242,"score_gpt":0.2058242051814817,"score_spread":0.1969917499281365,"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."}}