{"id":"W2064320035","doi":"10.1007/s12010-012-9711-y","title":"Amperometric Vitamin C Biosensor Based on the Immobilization of Ascorbate Oxidase into the Biocompatible Sandwich-Type Composite Film","year":2012,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Biocompatible material; Biosensor; Amperometry; Composite number; Composite film; Chemistry; Ascorbic acid; Vitamin C; Chromatography; Immobilized enzyme; Nuclear chemistry; Biomedical engineering; Enzyme; Chemical engineering; Materials science; Biochemistry; Electrode; Composite material; Electrochemistry; Medicine; Food science","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":[0.0006901333,0.000844714,0.0008962422,0.0006120405,0.0004436369,0.0007608812,0.001549631,0.001563915,0.001150384],"category_scores_gemma":[0.0008718577,0.0005773475,0.0006695132,0.000443942,0.0005772504,0.0007767821,0.0004146516,0.001208714,0.0006224577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005716109,"about_ca_system_score_gemma":0.0004608984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004385313,"about_ca_topic_score_gemma":0.0006756525,"domain_scores_codex":[0.9994739,0.00007830757,0.00004663302,0.0001771122,0.0001640318,0.00006009503],"domain_scores_gemma":[0.9994702,0.0002021572,0.00006016213,0.00006035551,0.0001336682,0.00007351084],"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":[0.00004933248,0.00001222124,0.00005163623,0.0000411625,0.000008209724,0.00002271153,0.000009925046,0.00001657079,0.9989216,0.00006633291,0.00003201153,0.000768297],"study_design_scores_gemma":[0.000006334227,0.00007157704,0.0003422811,0.000003322192,0.00001270736,0.0001347024,0.000005490408,0.000669858,0.9982894,0.00003073738,0.0004276974,0.000005887989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778297,0.00696979,0.1082597,0.0006112417,0.0009232538,0.0001980243,0.000714509,0.001478197,0.003015551],"genre_scores_gemma":[0.8888264,0.003207339,0.1009814,0.0003657211,0.0001299168,0.0001564089,0.0006994847,0.00008460042,0.005548723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001563915,"threshold_uncertainty_score":0.004147351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005127239960775666,"score_gpt":0.1869507825627607,"score_spread":0.181823542601985,"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."}}