{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001223634,0.0002687605,0.0002888325,0.00004421129,0.000189128,0.00008474448,0.0002556687,0.0001259881,0.05193768],"category_scores_gemma":[0.00002298463,0.0002084912,0.0002083813,0.000244601,0.0002648804,0.00006646464,0.0001641858,0.000217184,0.04012747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002396956,"about_ca_system_score_gemma":0.000103833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004324141,"about_ca_topic_score_gemma":0.000007366574,"domain_scores_codex":[0.9982969,0.00005069972,0.0003339839,0.0004529225,0.0002331881,0.0006323438],"domain_scores_gemma":[0.9989313,0.00009452608,0.00005838598,0.0003620841,0.00013276,0.0004209788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006458991,0.0003630965,0.002763068,0.00002461458,0.0001911758,0.000007699455,0.000096351,2.915704e-8,0.01880488,0.6140447,0.3300071,0.03363274],"study_design_scores_gemma":[0.0004899156,0.0002423498,0.0007858604,0.00004903406,0.00006712109,7.883949e-7,0.0001615635,0.0002587301,0.1325095,0.004542816,0.8604779,0.0004144365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6368717,0.001690647,0.007787711,0.002387283,0.002110199,0.0004148025,0.0001368764,0.00009629488,0.3485045],"genre_scores_gemma":[0.9350745,0.0001303438,0.0002803239,0.000653678,0.001682696,0.000003824879,0.000009434118,0.00002797878,0.06213723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6095018,"threshold_uncertainty_score":0.9606199,"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."}}