{"id":"W2169670723","doi":"10.3390/en20400944","title":"Synthesis and Evaluation of Highly Tolerant Pd Electrocatalysts as Cathodes in Direct Ethylene Glycol Fuel Cells (DEGFC)","year":2009,"lang":"en","type":"article","venue":"Energies","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Ethylene glycol; Cathode; Formic acid; Electrochemistry; Catalysis; Selectivity; Chemistry; Electrocatalyst; Ethylene; Current density; Methanol; Inorganic chemistry; Chemical engineering; Materials science; Electrode; Organic chemistry; Physical chemistry","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":[0.0002826096,0.0004391741,0.0004692947,0.0004271154,0.0002096589,0.0005517172,0.0003849757,0.0005308059,0.0002734916],"category_scores_gemma":[0.0003841868,0.0002545815,0.0001889907,0.0003100744,0.000210129,0.0003093693,0.0002824382,0.0004250222,0.0001750238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517562,"about_ca_system_score_gemma":0.0002442645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008674333,"about_ca_topic_score_gemma":0.001821973,"domain_scores_codex":[0.9997017,0.00002862494,0.00002389811,0.00006584926,0.0001420789,0.00003784284],"domain_scores_gemma":[0.9998879,0.00001567213,0.00001728021,0.00001272915,0.00004093177,0.00002551783],"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":[0.00002919366,0.00001797888,0.00005915091,0.00002929088,0.000002876747,0.00003889184,0.000007615382,0.0001353104,0.9975491,0.00003778038,0.00001800343,0.002074889],"study_design_scores_gemma":[0.000004305101,0.00007246611,0.0001899414,0.000001390105,0.000005208646,0.00004095128,0.000003532691,0.0003174047,0.9989126,0.000006601768,0.000443874,0.000001749064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888374,0.002572974,0.006754331,0.00008331388,0.00005252456,0.000102328,0.0002505654,0.0001131966,0.001233319],"genre_scores_gemma":[0.9835569,0.001812937,0.01199091,0.00003077093,0.00001034026,0.00003681004,0.0002941773,0.00004835253,0.002218774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008674333,"threshold_uncertainty_score":0.002552211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127428092293081,"score_gpt":0.2489414290179546,"score_spread":0.2376671480950238,"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."}}