{"id":"W1970431134","doi":"10.1021/ac501143e","title":"Direct Electron Transfer of Glucose Oxidase-Boron Doped Diamond Interface: A New Solution for a Classical Problem","year":2014,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Zhengzhou University; National Natural Science Foundation of China","keywords":"Chemistry; Electron transfer; Glucose oxidase; Diamond; Boron; Doping; Nanotechnology; Chemical engineering; Physical chemistry; Biochemistry; Optoelectronics; Enzyme; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004533259,0.000492059,0.0005455797,0.0004717575,0.000275037,0.001093287,0.001259049,0.001914497,0.002272358],"category_scores_gemma":[0.0005146639,0.0002524126,0.0003641474,0.0002826828,0.0006794585,0.002220083,0.0008654267,0.001474584,0.0006770119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868333,"about_ca_system_score_gemma":0.000219455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002481788,"about_ca_topic_score_gemma":0.0002361232,"domain_scores_codex":[0.9996612,0.00004448971,0.00001390477,0.0001138029,0.0001320018,0.00003448357],"domain_scores_gemma":[0.9998409,0.00005697382,0.00001724045,0.00002078753,0.00004235825,0.00002176911],"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":[0.0001905054,0.000179854,0.0003012628,0.00184819,0.00006312639,0.0006013589,0.000264313,0.0002933354,0.8410414,0.03444665,0.003923358,0.1168466],"study_design_scores_gemma":[0.0001456346,0.0009058136,0.0006917311,0.0002764755,0.00009284491,0.003885625,0.0002903776,0.007047238,0.736743,0.02963445,0.2201615,0.0001252633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1266282,0.4145457,0.4092002,0.01585709,0.005312095,0.0002357347,0.0003036112,0.00105945,0.02685793],"genre_scores_gemma":[0.4806028,0.1881248,0.2810842,0.00594465,0.002277793,0.0003222756,0.0004637973,0.0002316817,0.040948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002272358,"threshold_uncertainty_score":0.007601798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006793852793227551,"score_gpt":0.2197049209676063,"score_spread":0.2129110681743787,"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."}}