{"id":"W2033921336","doi":"10.1007/s10800-009-9875-5","title":"The effect of catalyst support on the performance of PtRu in direct borohydride fuel cell anodes","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Anode; Nafion; Electrochemistry; Chemistry; Borohydride; Graphite; Chemical engineering; Inorganic chemistry; Physical chemistry; Organic chemistry; Electrode","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005045561,0.0001400532,0.0003063484,0.00003597686,0.00002886054,0.00001207611,0.0002582709,0.00009459496,0.00001310861],"category_scores_gemma":[0.00001128444,0.00007465431,0.00008513903,0.0001364346,0.00003671266,0.00002435299,0.000008434336,0.0003219117,0.000001671171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004576276,"about_ca_system_score_gemma":0.00002684258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.642933e-7,"about_ca_topic_score_gemma":2.223319e-7,"domain_scores_codex":[0.9990619,0.00001131977,0.0004558705,0.00006523312,0.0001961919,0.0002094829],"domain_scores_gemma":[0.9993904,0.0001483855,0.0002294263,0.0001739311,0.00002549508,0.00003235698],"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":[0.0002804102,0.00001962006,0.00003229969,0.0005124724,0.00003457415,0.000003372014,0.00006079997,0.006078702,0.9923469,0.000003136447,0.0004052297,0.000222432],"study_design_scores_gemma":[0.0003756464,0.0003272515,0.0000957716,0.00006120626,0.00002983924,0.00001445571,0.0000140404,0.0002843639,0.9983418,0.00003608769,0.0003469555,0.00007260472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951707,0.001244953,5.165342e-7,0.00002800753,0.00005434599,0.00007278936,0.000001464089,0.000008187945,0.04688272],"genre_scores_gemma":[0.9972841,0.002570737,0.00001295255,0.000009534367,0.00006525651,0.000002487556,0.000001720564,0.00001295264,0.0000403008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04684242,"threshold_uncertainty_score":0.3044314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00134499510303286,"score_gpt":0.1632257443493865,"score_spread":0.1618807492463537,"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."}}