{"id":"W2120847315","doi":"10.1002/anie.201004631","title":"A Highly Durable Platinum Nanocatalyst for Proton Exchange Membrane Fuel Cells: Multiarmed Starlike Nanowire Single Crystal","year":2010,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":384,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Proton exchange membrane fuel cell; Platinum; Nanowire; Nanostructure; Nanotechnology; Catalysis; Membrane; Durability; Fuel cells; Materials science; Information exchange; Chemistry; Computer science; Chemical engineering; Engineering; Composite material; Telecommunications; Organic 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":[0.0001045153,0.0001801568,0.0002935122,0.0002272348,0.0002406071,0.0004720238,0.0004273085,0.0004385649,0.000876674],"category_scores_gemma":[0.0002110005,0.0002108808,0.0001952734,0.0002375515,0.000156163,0.0004608519,0.0002126141,0.0003936337,0.0005893001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244742,"about_ca_system_score_gemma":0.0003930524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009588402,"about_ca_topic_score_gemma":0.001976063,"domain_scores_codex":[0.9998622,0.00000546123,0.0000111868,0.00003736176,0.00007137995,0.00001232203],"domain_scores_gemma":[0.9999378,0.000009041805,0.000007533552,0.000009942223,0.00001834628,0.00001741247],"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":[0.00003235532,0.00001933943,0.0001135243,0.00007020459,0.000005990814,0.00007699407,0.0000137114,0.0001618201,0.9920908,0.0003540886,0.0003824152,0.006678729],"study_design_scores_gemma":[0.000009047242,0.00004214822,0.0002716457,0.000001654986,0.000006576669,0.0001795319,0.00000675033,0.001475625,0.9953673,0.00008037784,0.002555108,0.000004265386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475483,0.003913783,0.03318457,0.000757775,0.000346162,0.00006913712,0.001203779,0.0005945995,0.01238182],"genre_scores_gemma":[0.9601014,0.002222997,0.02610298,0.0001048045,0.00003093349,0.00003091108,0.0009833461,0.0001386624,0.01028411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009588402,"threshold_uncertainty_score":0.002932727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086523426150733,"score_gpt":0.2267942675120529,"score_spread":0.2159290332505456,"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."}}