{"id":"W4401252733","doi":"10.1007/s10008-024-06019-w","title":"Low-temperature methane oxidation: Harnessing electrochemically induced oxygen ions for enhanced Pd nano-catalyst performance","year":2024,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Polarization (electrochemistry); Catalysis; Dielectric spectroscopy; Electrochemistry; Yttria-stabilized zirconia; Materials science; Inorganic chemistry; Electrolyte; Methane; Oxygen; Cyclic voltammetry; Electrode; Chemistry; Cubic zirconia; Metallurgy; Ceramic; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001308729,0.0003717337,0.0005709224,0.0001580501,0.0002316445,0.0005065415,0.000984251,0.0001972083,0.0001392673],"category_scores_gemma":[0.0005270267,0.0003224031,0.000199632,0.0006580066,0.0001441541,0.001076814,0.0001014963,0.0005113715,0.0000330965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809512,"about_ca_system_score_gemma":0.001595495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.783782e-7,"about_ca_topic_score_gemma":9.021309e-7,"domain_scores_codex":[0.9968275,0.00003375888,0.00104052,0.0005640131,0.0007182516,0.00081593],"domain_scores_gemma":[0.9978108,0.0001993264,0.0005792423,0.0003622303,0.0008071776,0.000241215],"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":[0.0002618048,0.00005976313,5.002235e-7,0.0008348089,0.00004509897,0.00001585584,0.0003793953,0.00004202752,0.997367,0.000008487691,0.000506479,0.0004787529],"study_design_scores_gemma":[0.000424537,0.0002254775,0.000005489627,0.0006046951,0.00007826899,0.0005731196,0.00007008416,0.000133151,0.9965537,0.0007326496,0.0002320737,0.0003667131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886369,0.0009109739,0.00882167,0.0003238507,0.0008773306,0.000192936,0.00004496607,0.00009922086,0.00009213785],"genre_scores_gemma":[0.9947954,0.0002373867,0.003469377,0.0001065262,0.0008150891,0.00003799432,0.00004089568,0.00005206855,0.0004451956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006158554,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008273498249031667,"score_gpt":0.2722392491567067,"score_spread":0.263965750907675,"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."}}