{"id":"W3036966608","doi":"10.1039/d0nj01909g","title":"Nanostructured MnO<sub>2</sub> nanosheets grown on nickel foam: an efficient and readily recyclable 3D artificial oxidase for the colorimetric detection of ascorbic acid","year":2020,"lang":"en","type":"article","venue":"New Journal of Chemistry","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Key Research and Development Program of China","keywords":"Chemistry; Ascorbic acid; Nickel; Oxidase test; Chemical engineering; Organic chemistry; Food science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005211667,0.0002285,0.0004690236,0.00007521087,0.0001859436,0.00008656719,0.0004119924,0.0001697767,0.00005108831],"category_scores_gemma":[0.001163032,0.0001709617,0.0001349813,0.0004351602,0.000140704,0.0001947133,0.00006955364,0.0001898626,0.00000386984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012315,"about_ca_system_score_gemma":0.0001891697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006289866,"about_ca_topic_score_gemma":0.000001796221,"domain_scores_codex":[0.9980847,0.00005890854,0.00076683,0.000337092,0.0004689375,0.000283507],"domain_scores_gemma":[0.9979121,0.0002553727,0.001011345,0.0003094887,0.0002573331,0.0002543748],"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":[0.001473824,0.00005500799,0.000005162714,0.00009612399,0.00002920303,0.000007417899,0.0001406276,0.00102796,0.987754,0.000003096451,0.0001365378,0.009271001],"study_design_scores_gemma":[0.0009014264,0.0004602527,0.0000776275,0.00005379843,0.0001542479,0.0000925678,0.0000954778,0.0003353066,0.9972832,0.0001994462,0.0001797911,0.0001668632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944696,0.0005643836,0.003738194,0.0002157931,0.0007097515,0.0002108594,0.00004940672,0.00002204328,0.00001999],"genre_scores_gemma":[0.9968094,0.00005201465,0.002301241,0.0000908975,0.0006949956,0.000006609133,0.000005028268,0.00002919332,0.00001063139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009529156,"threshold_uncertainty_score":0.6971616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758873369015456,"score_gpt":0.2425602556470898,"score_spread":0.2249715219569353,"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."}}