{"id":"W2065927782","doi":"10.1149/1.3695100","title":"A Study of Methanol Oxidation by Dynamic Electrochemical Impedance Spectroscopy","year":2012,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dielectric spectroscopy; Platinum; Crystallite; Methanol; Electrical impedance; Electrode; Electrochemistry; Materials science; Autoclave; Analytical Chemistry (journal); Adsorption; Chemistry; Catalysis; Physical chemistry; Organic chemistry; Electrical engineering; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002283956,0.000479641,0.000651155,0.0004502087,0.0002343013,0.0003686096,0.0007432431,0.0005801979,0.001359419],"category_scores_gemma":[0.0006041143,0.0002287105,0.0002947609,0.0006713552,0.0002557327,0.0006622447,0.0004298013,0.000747609,0.0004171742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924752,"about_ca_system_score_gemma":0.0001248661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004122735,"about_ca_topic_score_gemma":0.0003702468,"domain_scores_codex":[0.9995359,0.00004091038,0.0000239014,0.0001311217,0.0002121052,0.00005603455],"domain_scores_gemma":[0.9997669,0.00008974629,0.00003397589,0.00003245092,0.00006178298,0.00001517542],"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":[0.00003538584,0.00001073374,0.0001236484,0.00004776485,0.000006261444,0.00005009936,0.00001684362,0.0001147271,0.9968125,0.0001259903,0.00003149276,0.002624454],"study_design_scores_gemma":[0.000006989063,0.0001334019,0.001252334,0.000005098207,0.00001217348,0.0001446985,0.00002502192,0.003038286,0.993449,0.000177109,0.001749294,0.000006489552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923723,0.006428272,0.09372763,0.0003353631,0.0001446903,0.0001130026,0.001282547,0.0004241992,0.005172037],"genre_scores_gemma":[0.980023,0.002991315,0.01415753,0.00005593201,0.00003882182,0.000063443,0.00052684,0.00004559668,0.002097499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359419,"threshold_uncertainty_score":0.004547775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006813330005585091,"score_gpt":0.2662530260244697,"score_spread":0.2594396960188846,"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."}}