{"id":"W3041701224","doi":"10.1149/09707.0893ecst","title":"PtNi<sub>x</sub>/C Catalysts for Improved Performance in Ethanol Fuel Cells","year":2020,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Catalysis; Acetic acid; Ethylene glycol; Chronoamperometry; Cyclic voltammetry; Ethanol; Nuclear chemistry; Chemistry; Polyol; Thermogravimetric analysis; Inorganic chemistry; Electrochemistry; Organic 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":[0.000097001,0.0003603191,0.0002948829,0.0002109255,0.0001322107,0.000290886,0.0003798114,0.00027347,0.00101475],"category_scores_gemma":[0.0001889853,0.0001697158,0.0001124498,0.000335917,0.0001613337,0.000282069,0.0001303868,0.0003057381,0.0004504364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003125682,"about_ca_system_score_gemma":0.0001564629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008608465,"about_ca_topic_score_gemma":0.001653849,"domain_scores_codex":[0.9999202,0.000005462328,0.00000664855,0.00001405851,0.000037313,0.00001618402],"domain_scores_gemma":[0.9999635,0.000004270802,0.000006355811,0.000004176344,0.00001456525,0.000007192029],"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":[0.0001619727,0.00002571947,0.0001432061,0.0001030986,0.000006228709,0.00007133793,0.000009143314,0.0003953635,0.991327,0.0001541903,0.0001969215,0.007405728],"study_design_scores_gemma":[0.000009460105,0.0000937377,0.0008390498,0.000004958034,0.00001065699,0.00006986479,0.000006058163,0.001465039,0.9953617,0.00002118089,0.002115288,0.000002983979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727226,0.006448123,0.01037821,0.0002261199,0.0001776083,0.00008820627,0.000238487,0.0003935095,0.009327059],"genre_scores_gemma":[0.9831178,0.002389131,0.007382326,0.00005964935,0.00002370387,0.00002119404,0.0001910604,0.00005728538,0.006757954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00101475,"threshold_uncertainty_score":0.003394663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091423640346367,"score_gpt":0.2031153161976482,"score_spread":0.1922010797941845,"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."}}