{"id":"W4386898275","doi":"10.1063/5.0165213","title":"Colloid transport by an oscillatory electroosmotic flow between microelectrodes of axially variable shape","year":2023,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Queen's University; Government of Canada","keywords":"Microelectrode; Colloid; Axial symmetry; Physics; Mechanics; Homogenization (climate); Nanoparticle; Volumetric flow rate; Chemistry; Electrode","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000167508,0.000196231,0.0004035329,0.00008818127,0.00004128258,0.000007142033,0.000296306,0.0001436834,0.00001103268],"category_scores_gemma":[0.00001035478,0.0002061429,0.00008744738,0.0006619646,0.0001157666,0.0001058504,0.00002436945,0.0001569598,0.000009052753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003844803,"about_ca_system_score_gemma":0.00005759227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002492794,"about_ca_topic_score_gemma":0.000001066471,"domain_scores_codex":[0.9989105,0.00001366918,0.0003180277,0.0002048836,0.0001779899,0.0003749217],"domain_scores_gemma":[0.9994692,0.00004196098,0.00003903809,0.0003337373,0.00007065025,0.00004541589],"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":[0.000007007481,0.0000302246,0.001254742,0.0001356073,0.00008174351,7.006059e-7,0.00008518258,0.0003608014,0.9867162,0.0003317309,0.005752582,0.005243444],"study_design_scores_gemma":[0.0002077611,0.0001756405,0.0008222661,0.00003420819,0.00005712744,7.578516e-7,0.00002141549,0.008183548,0.9858264,0.003009391,0.001445835,0.0002156723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979847,0.0007292053,0.01795791,0.00002420787,0.00007540744,0.0001276565,0.0001661558,0.0008108959,0.0002615308],"genre_scores_gemma":[0.9959062,0.0004153257,0.003349714,0.000008068573,0.00007532038,0.000003349179,0.0001453264,0.00004856407,0.00004808839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605921,"threshold_uncertainty_score":0.8406261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156492135992348,"score_gpt":0.2080239395454135,"score_spread":0.19645901818549,"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."}}