{"id":"W2907823240","doi":"10.1109/icsens.2018.8589951","title":"Microfluidic Cantilever Biosensors","year":2018,"lang":"nl","type":"article","venue":"","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Cantilever; Microfluidics; Biomolecule; Nanotechnology; Biosensor; Materials science; Capillary action; Fabrication; Composite material","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":[0.00092429,0.0008466508,0.0008573185,0.0007213933,0.0003927488,0.0007976925,0.002231084,0.001830133,0.006693061],"category_scores_gemma":[0.00139431,0.0007006948,0.0004817595,0.0004683312,0.0004572375,0.0009907811,0.0009460105,0.001173402,0.004531971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000911263,"about_ca_system_score_gemma":0.0003327175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004421138,"about_ca_topic_score_gemma":0.0006478556,"domain_scores_codex":[0.9986021,0.0001470286,0.00008513649,0.0003723959,0.00068026,0.0001131618],"domain_scores_gemma":[0.9994684,0.0001929651,0.00007506338,0.0000746756,0.0001368595,0.00005203015],"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":[0.00005970686,0.00004175213,0.0001913015,0.000596224,0.00003254898,0.0001363335,0.00006186945,0.0003215472,0.9554644,0.005854628,0.007243921,0.02999571],"study_design_scores_gemma":[0.00006004475,0.0002615044,0.001069889,0.000103078,0.00004325496,0.0009765172,0.0000401154,0.007577298,0.8469412,0.002525325,0.1403133,0.0000884882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0954124,0.07528625,0.7450188,0.00822277,0.00923682,0.001548477,0.006902464,0.01209596,0.04627616],"genre_scores_gemma":[0.2763776,0.02780803,0.6272248,0.004476774,0.001104488,0.002319269,0.003712878,0.0003082486,0.05666795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006693061,"threshold_uncertainty_score":0.02239054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310540351569834,"score_gpt":0.2497916199883237,"score_spread":0.2366862164726254,"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."}}