{"id":"W6976831951","doi":"10.60692/vkd83-pn802","title":"Electrolysis of Ethanol and Methanol at PtRu@Pt Catalysts","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Electrolysis; Methanol; Catalysis; Anode; Electrochemistry; Ethanol; Proton exchange membrane fuel cell; Acetic acid; Ethanol fuel","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":[0.0001977389,0.0004153625,0.0004791316,0.0003190788,0.0002048363,0.0003601972,0.000477659,0.000641927,0.001568643],"category_scores_gemma":[0.000378583,0.000258563,0.0002269152,0.0002817433,0.0002725974,0.0005020485,0.0002856377,0.0006458964,0.0003829319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004875877,"about_ca_system_score_gemma":0.0001255447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105759,"about_ca_topic_score_gemma":0.00183223,"domain_scores_codex":[0.9997544,0.00002368454,0.00002029993,0.00005176003,0.00009974324,0.00005019654],"domain_scores_gemma":[0.9999151,0.00003164047,0.00001393936,0.000007654293,0.00002164812,0.000009987898],"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":[0.000084541,0.00001237548,0.0001028223,0.00005740759,0.000007366484,0.00009267868,0.00002855694,0.0001233029,0.9981213,0.0001097491,0.00008142543,0.001178418],"study_design_scores_gemma":[0.000005505576,0.00005223411,0.0003765083,0.000003359674,0.00000520563,0.00003552476,0.0000177732,0.001133975,0.9980143,0.00002283827,0.0003301719,0.000002556422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946389,0.0007326637,0.001818175,0.0001445202,0.0000523149,0.00001621888,0.0001984426,0.0001180809,0.002280731],"genre_scores_gemma":[0.9965267,0.0004168856,0.001327929,0.00003284341,0.000009831781,0.000009844888,0.0001335025,0.00002233459,0.001520137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001568643,"threshold_uncertainty_score":0.005247653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282435492568626,"score_gpt":0.1872847136615765,"score_spread":0.1744603587358903,"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."}}