{"id":"W4313235951","doi":"10.14447/jnmes.v25i4.a04","title":"Quantitative Determination of Catechol via Cyclic Voltammetry, Convolution-Deconvolution Voltammetry, and Differential Pulse Voltammetry at a Mesoporous Nanostructured Platinum Electrode","year":2022,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyclic voltammetry; Differential pulse voltammetry; Detection limit; Catechol; Voltammetry; Materials science; Linear sweep voltammetry; Analytical Chemistry (journal); Platinum; Electrode; Electrochemistry; Deconvolution; Chemistry; Inorganic chemistry; Chromatography; Physical chemistry; Organic chemistry; Mathematics; Catalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007466005,0.0008002655,0.0005797755,0.0009186837,0.0003206374,0.0003779904,0.0007746152,0.0006793251,0.0007419841],"category_scores_gemma":[0.001297352,0.0004128387,0.0004576188,0.0008602795,0.0004649759,0.0004829355,0.0004977647,0.0008353712,0.0003521296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241855,"about_ca_system_score_gemma":0.0004539404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030194,"about_ca_topic_score_gemma":0.002297541,"domain_scores_codex":[0.9990351,0.0001359486,0.00007388696,0.0002585269,0.0004288624,0.00006775156],"domain_scores_gemma":[0.9993871,0.0001485716,0.0001010248,0.00008696183,0.000227824,0.0000484958],"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":[0.00002855979,0.00001589294,0.0002231193,0.00007019756,0.00001004679,0.00002730639,0.00002245905,0.00005698314,0.9951715,0.00008503981,0.00003550135,0.004253416],"study_design_scores_gemma":[0.000003627231,0.0001198503,0.001374661,0.000004862625,0.00001436566,0.0001404983,0.00001667211,0.002837437,0.9946343,0.00008807928,0.0007530067,0.00001263424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6467307,0.005015975,0.340229,0.00026047,0.0002388949,0.0005241329,0.001907006,0.001289746,0.003804113],"genre_scores_gemma":[0.6777091,0.003582591,0.3115764,0.0001584554,0.00006614576,0.0007056191,0.001204879,0.00008240087,0.004914453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001030194,"threshold_uncertainty_score":0.00394851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00826640706179915,"score_gpt":0.2218166048252307,"score_spread":0.2135501977634316,"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."}}