{"id":"W1981286565","doi":"10.1002/ceat.201400026","title":"Application of the Electrodiffusion Method to Measure Wall Shear Stress: Integrating Theory and Practice","year":2014,"lang":"en","type":"article","venue":"Chemical Engineering & Technology","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechanics; Shear stress; Flow (mathematics); Measure (data warehouse); Filtration (mathematics); Transient flow; Transient (computer programming); Shear flow; Computer science; Materials science; Mechanical engineering; Engineering; Mathematics; Physics; Electrical engineering; Data mining; Statistics","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":[0.004377036,0.001173719,0.001362801,0.003279594,0.0004131256,0.001803167,0.001802554,0.001854465,0.0007300169],"category_scores_gemma":[0.003897804,0.0008477693,0.0006944527,0.001596783,0.00175982,0.001789657,0.001824858,0.001815597,0.0005870739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009948105,"about_ca_system_score_gemma":0.000845415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006340804,"about_ca_topic_score_gemma":0.0004850058,"domain_scores_codex":[0.9959635,0.001224695,0.0002109492,0.0005839547,0.001930769,0.00008618752],"domain_scores_gemma":[0.9981694,0.0009277203,0.0001454842,0.0002001935,0.0005072095,0.00004990977],"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":[0.0002000665,0.0005214816,0.007091973,0.002177079,0.0002654683,0.0004306843,0.0006855184,0.02389026,0.5678708,0.04004544,0.001623562,0.3551976],"study_design_scores_gemma":[0.00006836889,0.0009851945,0.006356979,0.0004877094,0.0001554368,0.001261428,0.0004196925,0.4315131,0.4918186,0.03583624,0.03066526,0.0004320714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02214569,0.01310866,0.9607777,0.0005010487,0.0002869432,0.0001552825,0.00005100831,0.0004591823,0.002514477],"genre_scores_gemma":[0.3470876,0.01964115,0.6301538,0.0002899796,0.0002615569,0.0003483285,0.00007503963,0.0001282704,0.002014336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004377036,"threshold_uncertainty_score":0.02314824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004359698737440808,"score_gpt":0.2402544599204913,"score_spread":0.2358947611830505,"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."}}