{"id":"W1996079355","doi":"10.3390/mi3010001","title":"Displacement Pumping of Liquids Radially Inward on Centrifugal Microfluidic Platforms in Motion","year":2011,"lang":"en","type":"article","venue":"Micromachines","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Microfluidics; Centrifugal pump; Rotation around a fixed axis; Centrifugal force; Fabrication; Displacement (psychology); Volume (thermodynamics); Positive displacement meter; Mechanical engineering; Materials science; Rotation (mathematics); Mechanics; Rotational speed; Engineering; Computer science; Nanotechnology; Physics; Impeller; Thermodynamics","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":[0.0001685748,0.0002331279,0.0002746785,0.000309302,0.00003688588,0.00001098408,0.0002251331,0.0001698719,0.00004234672],"category_scores_gemma":[0.00002494497,0.0001967094,0.00007527877,0.0002324833,0.00008322427,0.00008913202,0.00006331378,0.0002033475,0.00002465693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009248631,"about_ca_system_score_gemma":0.00001276462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001650507,"about_ca_topic_score_gemma":0.00001935288,"domain_scores_codex":[0.9989584,0.00001177433,0.000391498,0.0002079859,0.0001076256,0.0003226869],"domain_scores_gemma":[0.9996074,0.00001969297,0.00004962734,0.0002665741,0.00002003111,0.00003666841],"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":[0.00008021686,0.0001016481,0.01100442,0.0001205141,0.00002962483,0.00001609157,0.0006408701,0.00002371577,0.9801807,0.0003287318,0.001354093,0.006119321],"study_design_scores_gemma":[0.0005885662,0.0001313518,0.0117221,0.0001706358,0.00001211747,0.00001372026,0.00009048324,0.0003523304,0.985385,0.0003351993,0.0009580401,0.0002404848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936311,0.002109819,0.002651509,0.0000303438,0.0003447752,0.0001948623,0.00002299332,0.0003228808,0.0006916678],"genre_scores_gemma":[0.9978332,0.001110103,0.0009030917,0.00002985027,0.00003456285,0.000005133797,0.00002441463,0.00003142412,0.00002821859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005878836,"threshold_uncertainty_score":0.8021575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938197753844805,"score_gpt":0.1939519176251323,"score_spread":0.1745699400866842,"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."}}