{"id":"W2045060655","doi":"10.1039/b708485d","title":"Rapid fabrication of a microfluidic device with integrated optical waveguides for DNA fragment analysis","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Materials science; Waveguide; Optical fiber; Microfluidics; Optofluidics; Optoelectronics; Soft lithography; Fabrication; Coupling loss; Optics; Refractive index; Chip; Nanotechnology","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":[0.0002196783,0.000142032,0.0002243211,0.0001993609,0.00004969237,0.00001103405,0.0001230027,0.00007500715,0.00007142995],"category_scores_gemma":[0.00001790307,0.0001156243,0.0000916043,0.0008490728,0.00003663001,0.00002086658,0.000006684328,0.00008883019,0.000008407258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008000627,"about_ca_system_score_gemma":0.00002046928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751247,"about_ca_topic_score_gemma":0.00001240215,"domain_scores_codex":[0.9991683,0.00001111811,0.0002852448,0.0001838058,0.0001271898,0.000224309],"domain_scores_gemma":[0.9993939,0.0000960371,0.00004600606,0.0002711346,0.0001243193,0.00006857534],"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":[0.0001157151,0.00009698574,0.0004124505,0.00005851882,0.0005551426,8.073919e-7,0.0001594891,0.00003563426,0.9706901,0.004344581,0.01158509,0.01194545],"study_design_scores_gemma":[0.0003546097,0.0001717952,0.005281422,0.00002187516,0.0003338123,0.000001871613,0.0001125189,0.0008585032,0.9405568,0.00004807135,0.05209228,0.0001665089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.774377,0.01051488,0.2129849,0.00006460387,0.00001648509,0.0003342412,0.00002436726,0.00009724327,0.001586319],"genre_scores_gemma":[0.9931406,0.004820755,0.001639912,0.00008376464,0.00003437079,0.00006558783,0.0001253633,0.00002667566,0.00006300339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2187636,"threshold_uncertainty_score":0.4715022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009812148985205134,"score_gpt":0.2236789620035583,"score_spread":0.2138668130183532,"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."}}