{"id":"W2889535499","doi":"10.14447/jnmes.v21i1.524","title":"Oxygen Reduction Reaction on Pt-ZrO2/C during the Alcohol Crossover in Experimental Direct Alcohol Fuel Cells","year":2018,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrocatalyst; Alcohol fuel; Electrochemistry; Catalysis; Methanol; Alcohol; Cathode; Transmission electron microscopy; Materials science; Chemical engineering; Composite number; Oxygen; Ethanol; Chemistry; Methanol fuel; Nuclear chemistry; Inorganic chemistry; Nanotechnology; Electrode; Organic chemistry; Physical chemistry; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333894,0.0003222042,0.000532896,0.0002520476,0.0002123576,0.0003277971,0.0005132403,0.0003187429,0.0006360624],"category_scores_gemma":[0.0002473849,0.0002322265,0.0002655939,0.0002660785,0.0002213902,0.0002974549,0.0002107221,0.0004122379,0.0001871582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196238,"about_ca_system_score_gemma":0.0001767012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457086,"about_ca_topic_score_gemma":0.002317618,"domain_scores_codex":[0.9997042,0.00002073988,0.00002139162,0.00007658025,0.0001120333,0.00006507059],"domain_scores_gemma":[0.999915,0.0000194653,0.00001624952,0.00001270187,0.00002639599,0.00001030255],"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":[0.000192037,0.00002879034,0.000316317,0.00009471209,0.000009053083,0.00008804134,0.00002975012,0.0001764104,0.9967938,0.00005827313,0.00003227396,0.0021806],"study_design_scores_gemma":[0.000006802543,0.00006792032,0.0008997655,0.000001452941,0.00001095193,0.00004399323,0.0000108668,0.0004996617,0.9981006,0.000007488195,0.0003477834,0.000002872204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974893,0.0005418751,0.001041271,0.00001982502,0.00001854212,0.00001513561,0.0001263526,0.00004004253,0.0007076102],"genre_scores_gemma":[0.9980444,0.0003134126,0.0009828114,0.000008817032,0.000004860385,0.000008139133,0.000103052,0.00001229847,0.000522145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001457086,"threshold_uncertainty_score":0.002897203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235904477667088,"score_gpt":0.2453363521410577,"score_spread":0.2329773073643868,"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."}}