{"id":"W2054271467","doi":"10.1149/2.0401506jes","title":"Mechanistic Study of Electrooxidation of Ethanol on PtSn Nanoparticles in Alkaline and Acid Media","year":2015,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Experimental Program to Stimulate Competitive Research; U.S. Department of Energy","keywords":"Chemistry; Electrochemistry; X-ray photoelectron spectroscopy; Electron transfer; Alloy; Catalysis; Nanoparticle; Inorganic chemistry; Metal; Alkaline earth metal; Alkaline battery; Ethanol; Chemical engineering; Electrolyte; Materials science; Photochemistry; Electrode; Nanotechnology; Organic chemistry; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123291,0.0001891717,0.0001726838,0.0001138746,0.0001095629,0.0001468282,0.0002114559,0.0001704279,0.000615777],"category_scores_gemma":[0.000150136,0.00007744581,0.0001653541,0.0001000276,0.0001834005,0.0002803109,0.0001486798,0.0002436532,0.0001240023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736514,"about_ca_system_score_gemma":0.00009682948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006207674,"about_ca_topic_score_gemma":0.001329421,"domain_scores_codex":[0.9999099,0.000008850986,0.000004971392,0.00001454471,0.00004875495,0.00001301161],"domain_scores_gemma":[0.9999605,0.00001028244,0.000008304644,0.000003232779,0.00001416399,0.000003446652],"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":[0.00007492841,0.00001824244,0.0005569065,0.0001224813,0.000009663257,0.0001446356,0.00004618196,0.0002842852,0.9955528,0.0003206691,0.00003242212,0.002836835],"study_design_scores_gemma":[0.000001499074,0.00006203577,0.00118944,0.000002693534,0.000006746212,0.00006454976,0.00003598338,0.001257241,0.9965034,0.00005595978,0.0008184197,0.000002071251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924452,0.001168518,0.00368169,0.0000600823,0.00001935164,0.0000260371,0.00009507014,0.00001948603,0.002484613],"genre_scores_gemma":[0.9971671,0.0005149251,0.001145706,0.00001491529,0.000003595435,0.000007588603,0.00006496999,0.00000404039,0.00107724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006207674,"threshold_uncertainty_score":0.002059996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468177733292731,"score_gpt":0.2393775991813581,"score_spread":0.2246958218484308,"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."}}