{"id":"W2039592312","doi":"10.1039/b802853b","title":"Electrically controlled microvalves to integrate microchip polymerase chain reaction and capillary electrophoresis","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capillary electrophoresis; Microfabrication; Microfluidics; Materials science; Capillary action; Resistive touchscreen; Polyethylene glycol; Nanotechnology; Lab-on-a-chip; Computer science; Chemistry; Chromatography; Engineering; Chemical engineering; Fabrication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005517356,0.000439032,0.0003653021,0.0002828222,0.0001465448,0.0006231501,0.001030099,0.000566088,0.0011512],"category_scores_gemma":[0.001376331,0.0003683935,0.0002321397,0.000164278,0.0003734384,0.0006641105,0.000616217,0.000844162,0.0007672331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374767,"about_ca_system_score_gemma":0.0001941724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001564134,"about_ca_topic_score_gemma":0.0003411508,"domain_scores_codex":[0.9993533,0.00008674263,0.00004749062,0.000138502,0.0003285771,0.0000452627],"domain_scores_gemma":[0.9995438,0.0001734595,0.00008307159,0.00007169857,0.00009633414,0.00003162625],"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":[0.00004844738,0.00005856076,0.0002239428,0.000190174,0.00001407725,0.0001263849,0.00005028079,0.0008920561,0.9553136,0.005267622,0.000809949,0.03700492],"study_design_scores_gemma":[0.00001796522,0.0001813378,0.0004909937,0.00002560498,0.00001710664,0.0005271485,0.00001123445,0.008657929,0.9580709,0.0009593196,0.03101306,0.00002744563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09223877,0.005492913,0.8897735,0.0003327222,0.0006940729,0.000453514,0.000252956,0.004431491,0.00633002],"genre_scores_gemma":[0.2926274,0.002303151,0.6906731,0.0007135327,0.0001039496,0.0007298819,0.0004898023,0.0003315338,0.01202764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0011512,"threshold_uncertainty_score":0.003851175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005868826281891925,"score_gpt":0.191939559208589,"score_spread":0.186070732926697,"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."}}