{"id":"W2019092649","doi":"10.1115/imece2010-40470","title":"An Analytical and Numerical Study of Rectangular Orifice Plate Micro-Flowmeters","year":2010,"lang":"en","type":"article","venue":"","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Body orifice; Pressure drop; Mechanics; Orifice plate; Microchannel; Reynolds number; Flow coefficient; Discharge coefficient; Flow conditioning; Hydraulic diameter; Flow measurement; Materials science; Planar; Mass flow rate; Flow (mathematics); Mechanical engineering; Turbulence; Engineering; Physics; Computer science; Nozzle","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":[],"consensus_categories":[],"category_scores_codex":[0.0001582734,0.00009195736,0.000177517,0.00008460558,0.00002174754,0.00002056431,0.0000840983,0.00004343398,0.0001360662],"category_scores_gemma":[0.00001312785,0.00007741389,0.00003331708,0.000190835,0.00001843554,0.0000738754,0.000008723946,0.0001325091,0.000005985613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005077247,"about_ca_system_score_gemma":0.000002839129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006116026,"about_ca_topic_score_gemma":0.00005306433,"domain_scores_codex":[0.9994274,0.00001598038,0.0001607556,0.0001349496,0.0001392728,0.0001216325],"domain_scores_gemma":[0.9996648,0.00001803619,0.00001085876,0.000197394,0.00002489138,0.00008405967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001940911,0.0003185344,0.06260765,0.00002182977,0.0003309058,0.00001156517,0.0006497906,0.001843135,0.9290347,0.00006520311,0.000250131,0.004847158],"study_design_scores_gemma":[0.001490435,0.000575522,0.04277203,0.00001131959,0.0005261006,0.000007892248,0.001554315,0.886502,0.06513437,0.00003502866,0.0008066102,0.0005843473],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967605,0.00002035129,0.002201379,0.000009718174,0.00008735727,0.00006149401,8.68956e-7,0.00008126713,0.000777044],"genre_scores_gemma":[0.99786,0.000002284873,0.002043169,0.000006932791,0.00003450844,0.000001792373,0.000001658715,0.0000125774,0.00003713174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8846589,"threshold_uncertainty_score":0.3156847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362023851445731,"score_gpt":0.2322869128625978,"score_spread":0.2186666743481405,"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."}}