{"id":"W4244786849","doi":"10.26434/chemrxiv.14249057","title":"On-Chip Glucose Detection Based on Glucose Oxidase Encapsulated on a Platinum Modified Gold Microband Electrode","year":2021,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Insight SFI Research Centre for Data Analytics; Science Foundation Ireland","keywords":"Glucose oxidase; Linear sweep voltammetry; Cyclic voltammetry; Biosensor; Dielectric spectroscopy; Electrode; Platinum; Microfabrication; Materials science; Analytical Chemistry (journal); Voltammetry; Chemistry; Electrochemistry; Chromatography; Nanotechnology; Biochemistry; Catalysis","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":[0.0002189092,0.0006330175,0.0007148689,0.0003048131,0.0001577225,0.0006906576,0.001358845,0.0006523908,0.0009646509],"category_scores_gemma":[0.0003287253,0.0003845244,0.0003233009,0.0002764782,0.0001716516,0.0004209529,0.0005211177,0.0005023918,0.0008692002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007878,"about_ca_system_score_gemma":0.0001644992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004406121,"about_ca_topic_score_gemma":0.0006598428,"domain_scores_codex":[0.9995444,0.00004125063,0.00002668192,0.000184703,0.0001478375,0.00005497523],"domain_scores_gemma":[0.9998658,0.00003636431,0.00002615309,0.000024518,0.000028945,0.00001824939],"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":[0.00005435129,0.00002480316,0.00010308,0.00004202294,0.000008784285,0.00003704217,0.000007837525,0.00006196218,0.9957913,0.00005026874,0.00008537548,0.00373309],"study_design_scores_gemma":[0.000005526314,0.00008584397,0.000543067,0.00000218909,0.00001312009,0.00009848577,0.00000538427,0.001688247,0.9963483,0.00001931209,0.001183142,0.000007348274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8029081,0.003600742,0.1847691,0.0003968575,0.0005488665,0.0002475873,0.001259247,0.002505431,0.003764154],"genre_scores_gemma":[0.7382773,0.002306659,0.2448579,0.0003039743,0.0001118402,0.0002387936,0.001312846,0.0001845974,0.01240599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001358845,"threshold_uncertainty_score":0.003227055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0088538046867799,"score_gpt":0.1976532653087162,"score_spread":0.1887994606219363,"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."}}