{"id":"W2981787497","doi":"10.3390/s19214619","title":"A Magnetically Tunable Check Valve Applied to a Lab-on-Chip Nitrite Sensor","year":2019,"lang":"en","type":"article","venue":"Sensors","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dartmouth College","keywords":"Materials science; Fabrication; Check valve; Magnet; Microfluidics; Chip; Ball valve; Leakage (economics); Pressure sensor; Volumetric flow rate; Lab-on-a-chip; Optoelectronics; Mechanical engineering; Nanotechnology; Electrical engineering; Engineering","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":[0.000507166,0.000436242,0.0005563465,0.0003728482,0.0002953328,0.0006218288,0.001145811,0.0008144148,0.0006813941],"category_scores_gemma":[0.0008089993,0.0003906134,0.0002860544,0.0001707329,0.0004194734,0.0003911186,0.0004360114,0.0004330771,0.0003741522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839115,"about_ca_system_score_gemma":0.0004321643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002932856,"about_ca_topic_score_gemma":0.000467909,"domain_scores_codex":[0.9994911,0.0000500493,0.00003089736,0.0001410237,0.0002330815,0.00005387865],"domain_scores_gemma":[0.9994341,0.0001739832,0.0001501467,0.00006918084,0.0001033564,0.00006926151],"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":[0.00003273029,0.00001305452,0.0001399806,0.00004265595,0.000003735042,0.0000622052,0.00001716033,0.00009715604,0.9972438,0.00008605882,0.00006021623,0.002201433],"study_design_scores_gemma":[0.00001387318,0.0001989157,0.0008982244,0.000004955832,0.00001121133,0.0001738823,0.00001062509,0.002697357,0.9931735,0.00002439774,0.002775256,0.00001767587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8069059,0.003586472,0.1807452,0.0005610437,0.0009839929,0.0004058218,0.0006280524,0.002701172,0.003482274],"genre_scores_gemma":[0.8977419,0.0007218509,0.0963501,0.0002898272,0.00009414562,0.0002094714,0.0002313853,0.00008613431,0.004275231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001145811,"threshold_uncertainty_score":0.002785504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004892133047028524,"score_gpt":0.1881274173174527,"score_spread":0.1832352842704242,"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."}}