{"id":"W2052642392","doi":"10.1002/elan.201100414","title":"Electrocatalytic Determination of Ascorbic Acid Using a Palladium Coated Nanoporous Gold Film Electrode","year":2012,"lang":"en","type":"article","venue":"Electroanalysis","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ascorbic acid; Nanoporous; Palladium; Electrode; Cyclic voltammetry; Electrochemistry; Differential pulse voltammetry; Inorganic chemistry; Materials science; Palladium-hydrogen electrode; Copper; Voltammetry; Electrocatalyst; Chemistry; Working electrode; Catalysis; Nanotechnology; Metallurgy; Organic chemistry; Physical chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002454995,0.0003752075,0.0006082318,0.0003815384,0.00006584753,0.00002821315,0.0002510003,0.0002098268,0.00009546488],"category_scores_gemma":[0.00007130038,0.0003640763,0.0003011631,0.001652997,0.0000465794,0.0002252294,0.0000220019,0.0003485471,0.00002462555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811797,"about_ca_system_score_gemma":0.00003674592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007765347,"about_ca_topic_score_gemma":0.00006812334,"domain_scores_codex":[0.9974722,0.00006411459,0.0005771998,0.0002923508,0.0003881353,0.001206017],"domain_scores_gemma":[0.9990678,0.00006144278,0.0001611031,0.0003831508,0.0001256966,0.0002008169],"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":[0.0000270446,0.00006884545,0.0008034823,0.00004543156,0.0002690734,0.000001827631,0.00008217054,0.0002561897,0.9969052,0.00004277352,0.0001508282,0.001347143],"study_design_scores_gemma":[0.0002155503,0.0001055036,0.0002261196,0.00001367102,0.0005061936,0.00004751526,0.00001355871,0.07791642,0.9203371,0.00005965194,0.0001797844,0.000378952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900552,0.003181847,0.005469879,0.00002315783,0.0000549719,0.0001579065,0.000005246176,0.0002505937,0.0008012183],"genre_scores_gemma":[0.9977272,0.0002121815,0.001471927,0.00003947467,0.0001715516,0.00001096912,0.00007088292,0.00007379966,0.0002220754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07766023,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008450471370342817,"score_gpt":0.2152594729882814,"score_spread":0.2068090016179386,"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."}}