{"id":"W2035179956","doi":"10.1021/jp055350s","title":"Electrochemical Formation of a Pt/Zn Alloy and Its Use as a Catalyst for Oxygen Reduction Reaction in Fuel Cells","year":2006,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tafel equation; Alloy; Anode; Gas diffusion electrode; Cathode; Electrochemistry; Rotating disk electrode; Electrode; Materials science; Chemistry; Inorganic chemistry; Analytical Chemistry (journal); Chemical engineering; Cyclic voltammetry; Metallurgy; 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":[0.0002902264,0.000308269,0.000487551,0.0004034813,0.0002498311,0.0004623192,0.0006782024,0.0004767905,0.0003236468],"category_scores_gemma":[0.0007242119,0.0003146413,0.0001939008,0.0003198894,0.0003202787,0.0003657076,0.0003635743,0.0004819159,0.0002364585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852109,"about_ca_system_score_gemma":0.0001874141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008859007,"about_ca_topic_score_gemma":0.001576388,"domain_scores_codex":[0.9995787,0.00004211331,0.00003629263,0.00007926743,0.0002332434,0.0000303967],"domain_scores_gemma":[0.9998864,0.00002554126,0.00001907667,0.00001635835,0.00003717503,0.00001545117],"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":[0.00004163374,0.0000106651,0.0001234347,0.00004341148,0.000003404014,0.00005928047,0.00001864416,0.0001544514,0.9967475,0.0001414883,0.00002381956,0.002632299],"study_design_scores_gemma":[0.000003588315,0.00002505923,0.000220603,0.000001439657,0.000004241019,0.00006299807,0.000005214454,0.0007646387,0.9981533,0.00002666199,0.0007304985,0.000001773411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530864,0.003979628,0.03798947,0.0002172325,0.0001324264,0.0001068984,0.0003337672,0.000270757,0.003883312],"genre_scores_gemma":[0.9731249,0.001740091,0.02231824,0.0000305636,0.00001515223,0.00002918848,0.0002371919,0.00004889446,0.002455682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008859007,"threshold_uncertainty_score":0.003520489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006841825771274359,"score_gpt":0.2145175122261754,"score_spread":0.207675686454901,"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."}}