{"id":"W1993639837","doi":"10.1016/j.jpowsour.2011.02.034","title":"Effect of Pt-loaded carbon support nanostructure on oxygen reduction catalysis","year":2011,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ballard Power Systems (Canada); Health Sciences Centre; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Alberta Ingenuity; Alberta Innovates - Technology Futures; Ballard Power Systems","keywords":"Materials science; Microporous material; Chemical engineering; Carbon fibers; Mesoporous material; Crystallinity; Transmission electron microscopy; Nanostructure; Thermogravimetric analysis; Catalysis; Glassy carbon; Nanoparticle; Nanotechnology; Electrode; Chemistry; Composite material; Electrochemistry; Composite number; Organic chemistry; Cyclic voltammetry; Physical chemistry","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":[0.000628881,0.0002362989,0.0005074418,0.0004542794,0.00005595948,0.00001152363,0.0003662202,0.0001868515,0.0003410328],"category_scores_gemma":[0.0001261204,0.0001718649,0.0003641269,0.0003291461,0.00008010335,0.0001723228,0.00003817657,0.0003175802,0.00001251171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409981,"about_ca_system_score_gemma":0.00006942593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004796928,"about_ca_topic_score_gemma":0.00002188667,"domain_scores_codex":[0.9981428,0.0001884101,0.0005691581,0.0001908198,0.0006494041,0.000259359],"domain_scores_gemma":[0.9984108,0.00005700823,0.0008509894,0.0003262863,0.0002277766,0.0001272068],"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":[0.003676544,0.0002170394,0.002658332,0.0001070906,0.001343165,0.0001809124,0.009987248,0.0005820994,0.9691365,0.0003758922,0.001761447,0.009973761],"study_design_scores_gemma":[0.0008020476,0.003672226,0.001122046,0.000055079,0.0002566535,0.0002657772,0.0002558821,0.000004913446,0.9903585,0.0001316842,0.002912847,0.000162378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883198,0.0001903695,0.000005061748,0.00005315858,0.0007608497,0.00005223837,6.415967e-7,0.00002244545,0.01059549],"genre_scores_gemma":[0.9990863,0.00001934068,0.00005372807,0.00002271577,0.0001947336,0.000001190863,0.000006340032,0.0000350604,0.000580546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021222,"threshold_uncertainty_score":0.7008449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006082411379253815,"score_gpt":0.2088338597623453,"score_spread":0.2027514483830914,"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."}}