{"id":"W1974966940","doi":"10.4296/cwrj111","title":"'Brink DepthDischarge' Relationship for SpatiallyVaried Flows in Pipes","year":2004,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tehran","keywords":"Mechanics; Supercritical flow; Open-channel flow; Constant (computer programming); Channel (broadcasting); Flow (mathematics); Supercritical fluid; Pressure drop; Pipe flow; Drop (telecommunication); Geology; Physics; Geometry; Engineering; Mathematics; Computer science; Mechanical engineering; Thermodynamics; Turbulence; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002743079,0.0001132402,0.0001483928,0.0005646465,0.0001049786,0.0002496235,0.00030506,0.00027317,0.000424326],"category_scores_gemma":[0.001683806,0.0001154441,0.0001416011,0.0002942084,0.0003770149,0.000418578,0.0003283018,0.0003015976,0.0000670806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819189,"about_ca_system_score_gemma":0.0001492315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450444,"about_ca_topic_score_gemma":0.001372712,"domain_scores_codex":[0.9998598,0.00001483618,0.000009628316,0.00003185826,0.00005755081,0.00002626797],"domain_scores_gemma":[0.9991257,0.0004254666,0.0002780883,0.00006344792,0.00008671814,0.00002062486],"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":[0.0005505426,0.0001199523,0.09271371,0.0003109293,0.00004874683,0.000576655,0.0006622423,0.1829395,0.6146086,0.006366162,0.0003565441,0.1007465],"study_design_scores_gemma":[0.00002649855,0.0004388599,0.1932298,0.00002847432,0.00003151908,0.0009269004,0.0002398469,0.4238513,0.37533,0.003147411,0.002664121,0.00008533207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703701,0.0004908101,0.02783635,0.00004358011,0.000002996513,0.000009171813,0.0000892782,0.00009084348,0.001066918],"genre_scores_gemma":[0.9980291,0.00009255238,0.001693454,0.000005569239,9.246019e-7,0.000002558689,0.00003349632,0.000003432378,0.0001389094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001450444,"threshold_uncertainty_score":0.003496587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414519537135207,"score_gpt":0.1831854557352089,"score_spread":0.1690402603638568,"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."}}