{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003664285,0.0005373875,0.0002639651,0.0002437608,0.0002915788,0.0005983941,0.0006813828,0.0003703067,0.0008540783],"category_scores_gemma":[0.0004435071,0.0003199098,0.0002253852,0.0001559722,0.000490313,0.000569692,0.0004974636,0.0004521943,0.0004506847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003660619,"about_ca_system_score_gemma":0.000552639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007354905,"about_ca_topic_score_gemma":0.0009152793,"domain_scores_codex":[0.999764,0.00003261807,0.00001807081,0.00005736552,0.00008858421,0.00003937598],"domain_scores_gemma":[0.9997885,0.00006758084,0.00006709797,0.00002735668,0.00003244352,0.00001706908],"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":[0.00007462344,0.00002312244,0.0001355979,0.0001051446,0.0000050966,0.00006379436,0.00005633898,0.0007313791,0.9808609,0.002117614,0.0002855503,0.01554072],"study_design_scores_gemma":[0.00002552755,0.00014918,0.000254275,0.000006554573,0.000008765777,0.00008168745,0.0000117623,0.005077936,0.988066,0.0001066983,0.006192461,0.00001917211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7096178,0.002746593,0.2722818,0.001031799,0.0003075823,0.0003590647,0.0002762086,0.00113983,0.01223927],"genre_scores_gemma":[0.8143249,0.001546392,0.1775067,0.0002528558,0.00006534228,0.0002190389,0.000199975,0.00007580705,0.00580899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008540783,"threshold_uncertainty_score":0.002857149,"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."}}