{"id":"W3080828783","doi":"10.1007/s00216-020-02836-w","title":"Modified stainless steel microneedle electrode for polyphenolics detection","year":2020,"lang":"en","type":"article","venue":"Analytical and Bioanalytical Chemistry","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University; Concordia University of Edmonton","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrode; Dielectric spectroscopy; Fourier transform infrared spectroscopy; Materials science; Cyclic voltammetry; Analytical Chemistry (journal); Chemistry; Nanotechnology; Chemical engineering; Chromatography; Electrochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005513413,0.0002587896,0.0003520636,0.00001849796,0.00006917445,0.0000602912,0.0001297136,0.0002416195,0.00003798094],"category_scores_gemma":[0.0001062122,0.0002234751,0.0001568875,0.0002715079,0.0001273458,0.00004238982,0.00003385265,0.0003081472,0.000008005104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005114912,"about_ca_system_score_gemma":0.00001294134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004004638,"about_ca_topic_score_gemma":0.000001733981,"domain_scores_codex":[0.9986184,0.000006450619,0.0003066536,0.0003727078,0.0001600919,0.0005356534],"domain_scores_gemma":[0.9992209,0.0001000077,0.00002259393,0.0001277287,0.0000596303,0.0004691022],"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":[0.0001209665,0.00003708666,0.00003334466,0.0003047102,0.000144217,0.000004672192,0.00001799823,0.0001091315,0.9954258,0.0005871729,0.0005667714,0.002648192],"study_design_scores_gemma":[0.0003784519,0.00006853717,0.00003062136,0.000006408532,0.000122125,0.000007905835,0.00004492245,0.3919681,0.6043844,0.0003659907,0.002330078,0.0002923876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844117,0.0003559611,0.008244764,0.002294912,0.00002123986,0.0001894271,0.00004567765,0.0003321873,0.004104099],"genre_scores_gemma":[0.9986962,0.00008156501,0.0002202421,0.0003363554,0.0003566898,0.000007690222,0.0000212091,0.00003178719,0.0002482492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391859,"threshold_uncertainty_score":0.9113049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230026382053509,"score_gpt":0.2002303005292682,"score_spread":0.1879300367087331,"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."}}