{"id":"W3013049364","doi":"10.1149/1945-7111/ab7f9e","title":"Pt/Ru–Sn Oxide/Carbon Catalysts for Ethanol Oxidation","year":2020,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Proton exchange membrane fuel cell; Sulfuric acid; Direct-ethanol fuel cell; Chemistry; Inorganic chemistry; Oxide; Carbon fibers; Adsorption; Thermal decomposition; Aqueous solution; Electrochemistry; Materials science; Electrode; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227277,0.000400752,0.0002517229,0.0004438499,0.0001711492,0.000247723,0.000388126,0.0003070441,0.001244405],"category_scores_gemma":[0.0001445093,0.0002305274,0.000205484,0.0002100312,0.0001152374,0.00027922,0.0001929363,0.0003548397,0.0004248174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291599,"about_ca_system_score_gemma":0.0001690952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007910565,"about_ca_topic_score_gemma":0.002322157,"domain_scores_codex":[0.9998636,0.000007304236,0.00001025577,0.00001801668,0.00007785177,0.00002296944],"domain_scores_gemma":[0.99997,0.000003985641,0.000004228418,0.000003677755,0.0000109971,0.000007257974],"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":[0.00004488837,0.0000220197,0.00009838896,0.00008321504,0.0000118408,0.00006968091,0.000006755892,0.0002267518,0.9941736,0.0001887997,0.0001324753,0.00494156],"study_design_scores_gemma":[0.000008109391,0.00005431872,0.0009159302,0.000005612243,0.00001469318,0.00007702867,0.000005750047,0.0017688,0.9952818,0.00004879692,0.00181552,0.000003715074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667796,0.008416682,0.01188632,0.0002199627,0.000226003,0.00007733055,0.0003254499,0.000426152,0.01164236],"genre_scores_gemma":[0.985132,0.002721584,0.00704954,0.00004167545,0.00002412897,0.00001856598,0.0003446389,0.00003661862,0.004631273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001244405,"threshold_uncertainty_score":0.004162908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074285680940895,"score_gpt":0.2241625427562591,"score_spread":0.2134196859468502,"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."}}