{"id":"W2582312208","doi":"10.1016/j.electacta.2017.01.129","title":"The relationship between the structure and ethanol oxidation activity of Pt-Cu/C alloy catalysts","year":2017,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"X-ray photoelectron spectroscopy; Intermetallic; Alloy; Thermogravimetric analysis; Catalysis; Materials science; Dispersion (optics); Chemical engineering; Analytical Chemistry (journal); Chemistry; Metallurgy; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004259611,0.0002200161,0.0002279929,0.00006515326,0.001668871,0.0001450973,0.0009025538,0.0001921122,0.000007477515],"category_scores_gemma":[0.001119258,0.0001380301,0.00008913189,0.0001409265,0.0002835194,0.0004023698,0.0001832081,0.0005236691,0.000005774996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069581,"about_ca_system_score_gemma":0.0001059523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042923,"about_ca_topic_score_gemma":0.002278184,"domain_scores_codex":[0.998455,0.0001804332,0.0002395535,0.0003245668,0.0004033771,0.0003971102],"domain_scores_gemma":[0.9971473,0.0009456576,0.0004932708,0.001239401,0.0001055089,0.00006888049],"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":[0.00009966357,0.0000119009,0.03024284,0.00001405909,0.0001316644,4.574241e-7,0.0001834475,0.000003101555,0.9562884,0.008443059,0.0004474544,0.004133985],"study_design_scores_gemma":[0.0002645278,0.00006400826,0.3210379,0.00001156592,0.00008413682,0.000007469288,0.0000080262,0.00004609283,0.6716219,0.005318107,0.001398892,0.00013743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993459,0.00008257235,0.00002345762,0.004894191,0.00008471297,0.0001737981,0.000003326881,0.00004870336,0.001230204],"genre_scores_gemma":[0.9991612,0.0000484161,0.00003475634,0.00003400489,0.0001716729,0.000007857207,0.00005138632,0.00003362718,0.00045708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2907951,"threshold_uncertainty_score":0.9996308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724912766672081,"score_gpt":0.2559220094787873,"score_spread":0.2386728818120665,"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."}}