{"id":"W2079476356","doi":"10.1021/am100413u","title":"High-Performance, Flexible Enzymatic Glucose Biosensor Based on ZnO Nanowires Supported on a Gold-Coated Polyester Substrate","year":2010,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Glucose oxidase; Biosensor; Substrate (aquarium); Amperometry; Polyester; Nanowire; Zinc nitrate; Nanotechnology; Immobilized enzyme; Chemical engineering; Zinc; Electrode; Electrochemistry; Organic chemistry; Composite material; Chemistry; Metallurgy; Enzyme","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002029827,0.0005960575,0.0005949677,0.0002076881,0.00008737257,0.0002320623,0.0003848886,0.0003491258,0.0005841364],"category_scores_gemma":[0.00001879285,0.0004785585,0.0000328343,0.0002472106,0.0001090341,0.0001003408,0.00003872036,0.0003947834,0.0008197395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005234608,"about_ca_system_score_gemma":0.00001971582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004162379,"about_ca_topic_score_gemma":0.00001727631,"domain_scores_codex":[0.997727,0.00002944244,0.0006546712,0.0004957014,0.0003213389,0.0007718362],"domain_scores_gemma":[0.9989966,0.0001147976,0.0001347427,0.0005679198,0.00004790616,0.0001380257],"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":[0.0004748572,0.0001151725,0.00001171896,0.0001580348,0.00005474225,0.000007190191,0.00004690991,0.0007195309,0.9967367,0.0003467516,0.0008515825,0.0004767884],"study_design_scores_gemma":[0.0008336598,0.0002777497,0.0004169804,0.0001044242,0.00003674459,0.000005439922,0.00001618308,0.0001827829,0.997282,0.00006302007,0.0001950165,0.0005860594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951655,0.00001323063,0.000001676876,0.000108523,0.0008985659,0.0004963825,0.00009220412,0.0008661728,0.002357726],"genre_scores_gemma":[0.9985525,0.00003499018,0.0002358713,0.0003346115,0.0002221138,0.00008217558,0.0001115071,0.000124362,0.0003018816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003386969,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006349637980446975,"score_gpt":0.1966827100020233,"score_spread":0.1903330720215764,"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."}}