{"id":"W2064399447","doi":"10.1016/j.cep.2013.04.008","title":"Computational fluid dynamics study of the synthesis process for a PET radiotracer compound, [ C]raclopride on a microfluidic chip","year":2013,"lang":"en","type":"article","venue":"Chemical Engineering and Processing - Process Intensification","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF; Simon Fraser University","funders":"","keywords":"Microreactor; Microchannel; Multiphysics; Micromixing; Microfluidics; Reagent; Computational fluid dynamics; Yield (engineering); Radiosynthesis; Materials science; Diffusion; Fluid dynamics; Nanotechnology; Chemistry; Mechanics; Thermodynamics; Finite element method; Physics; Physical chemistry; Organic chemistry","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":[0.000192574,0.0003776791,0.0005332207,0.0003970509,0.0008139326,0.0006959852,0.0006551173,0.001179113,0.002681422],"category_scores_gemma":[0.0007712414,0.0003964675,0.0005852289,0.0002757233,0.0006761382,0.0004408918,0.0003492251,0.0006412425,0.0001743768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009937297,"about_ca_system_score_gemma":0.002118527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0220843,"about_ca_topic_score_gemma":0.01185414,"domain_scores_codex":[0.9999164,0.00001261704,0.000002961933,0.00001843107,0.00001894785,0.00003053806],"domain_scores_gemma":[0.9995539,0.0003008502,0.0000356023,0.00001953342,0.00005817237,0.00003190911],"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":[0.0001531811,0.000129669,0.002043878,0.00005955263,0.00003094527,0.0001532483,0.00004273128,0.9845331,0.008765466,0.002002247,0.0003410619,0.001744953],"study_design_scores_gemma":[0.00002000812,0.00003475529,0.0003825569,0.00000169586,0.000005564358,0.000006290096,0.00001202304,0.9979686,0.001355189,0.00008661409,0.0001212515,0.000005403766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771774,0.0001954769,0.01122145,0.0005632866,0.00008208075,0.00004839122,0.0003198597,0.0001413963,0.01025051],"genre_scores_gemma":[0.9935482,0.00008728793,0.003913063,0.00006935673,0.00001322508,0.00004597645,0.0001504933,0.00002195265,0.002150355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220843,"threshold_uncertainty_score":0.04391152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361638833687933,"score_gpt":0.2454440677428105,"score_spread":0.2318276794059312,"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."}}