{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561527,0.0002218067,0.0002118843,0.00009955453,0.0001119649,0.00001537855,0.0002366006,0.0003857294,0.00003110577],"category_scores_gemma":[0.00004441347,0.0001287974,0.00004692546,0.0009849706,0.000339906,0.00001607637,0.00005263755,0.0003189189,0.00001805068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003865857,"about_ca_system_score_gemma":0.000008430355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000111865,"about_ca_topic_score_gemma":8.183598e-7,"domain_scores_codex":[0.9990847,0.00001696275,0.0002376968,0.000205748,0.0001235042,0.0003313695],"domain_scores_gemma":[0.9992573,0.0002053491,0.00007076579,0.0003812901,0.00002857297,0.00005673321],"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":[0.00003830484,0.00005519195,0.0001240161,0.0000758211,0.00002744055,2.569832e-7,0.00003426951,0.0001064705,0.9971088,0.000491628,0.0003376106,0.001600262],"study_design_scores_gemma":[0.0002121144,0.00006297328,0.0001923016,0.00002238321,0.00002087665,0.000004726707,0.00009865805,0.002546538,0.9958146,0.00005208678,0.0007994796,0.0001732928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975999,0.0005934557,0.0001049651,0.0006567409,0.0000517427,0.0002284133,0.000008636189,0.0001312797,0.0006248657],"genre_scores_gemma":[0.9990643,0.0002269465,0.0003987974,0.0001697125,0.00005114618,0.00001325798,0.00003194745,0.00001891465,0.00002503405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002440068,"threshold_uncertainty_score":0.5252205,"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."}}