{"id":"W3025351601","doi":"10.1149/ma2020-01522915mtgabs","title":"Ptni/C Catalysts for Improved Selectivity and Performance in Ethanol Fuel Cells","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Direct-ethanol fuel cell; Catalysis; Biofuel; Ethanol fuel; Methanol; Renewable energy; Chemistry; Anode; Hydrogen; Waste management; Biomass (ecology); Nickel; Ethanol; Fossil fuel; Proton exchange membrane fuel cell; Organic chemistry; Engineering","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":[0.0002389989,0.000612796,0.0007558027,0.0005280831,0.0002759271,0.0006715847,0.000883569,0.000878342,0.001924837],"category_scores_gemma":[0.0004261804,0.0003206658,0.000255661,0.0008730989,0.0002707436,0.0006345272,0.0003193506,0.001153236,0.001371983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000836962,"about_ca_system_score_gemma":0.0002294831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130449,"about_ca_topic_score_gemma":0.001630603,"domain_scores_codex":[0.9997024,0.00001430221,0.00002160969,0.00006128168,0.0001573674,0.00004316375],"domain_scores_gemma":[0.9999319,0.0000097582,0.00001449368,0.000006049373,0.0000251665,0.0000125303],"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":[0.000331469,0.0002062136,0.0002605537,0.000794365,0.00001941869,0.0002569963,0.00005084924,0.001463198,0.9591051,0.001496907,0.001798027,0.03421675],"study_design_scores_gemma":[0.00003368809,0.000204485,0.0005610202,0.0000281078,0.00002563011,0.0001531902,0.00001720386,0.004921285,0.9834927,0.0001707554,0.01037495,0.00001690743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8094557,0.07900581,0.03835364,0.001485488,0.001702481,0.0005116437,0.001500931,0.002516546,0.06546777],"genre_scores_gemma":[0.9690142,0.01372756,0.01031154,0.0002008439,0.0001655733,0.00007536418,0.0004748095,0.0001401921,0.005889906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001924837,"threshold_uncertainty_score":0.006439269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018565114972587,"score_gpt":0.1967120957254165,"score_spread":0.1865264445756906,"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."}}