{"id":"W2515854018","doi":"10.1039/c6ta05413g","title":"Interfacial reaction-directed synthesis of a ceria nanotube-embedded ultra-small Pt nanoparticle catalyst with high catalytic activity and thermal stability","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Materials science; Thermal stability; Nanotube; Nanoparticle; Chemical engineering; Nanotechnology; Thermal; Carbon nanotube; Chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001261256,0.0003213793,0.0002921857,0.0002407262,0.0001695442,0.0002843222,0.0003495925,0.0003456612,0.000604387],"category_scores_gemma":[0.0002011113,0.0001663465,0.0002731893,0.0002245491,0.0001565544,0.0002661915,0.0002362592,0.0005192041,0.0003735452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249267,"about_ca_system_score_gemma":0.0001742792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000227418,"about_ca_topic_score_gemma":0.0004784083,"domain_scores_codex":[0.9998904,0.000007444203,0.00001224097,0.00003495961,0.0000301995,0.0000247358],"domain_scores_gemma":[0.9999174,0.00001319792,0.00001896886,0.00001270867,0.00002171831,0.00001610296],"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":[0.00001372172,0.00001158723,0.00003058372,0.00002816159,0.000002848959,0.00004502931,0.00001001472,0.00009644934,0.9981714,0.0001342312,0.00003048445,0.001425513],"study_design_scores_gemma":[0.000002623984,0.00002124847,0.0001442094,0.000001019164,0.000004317925,0.00004919096,0.00000244704,0.0009626384,0.9983078,0.00001909185,0.0004834554,0.000001906891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520504,0.001467036,0.03997917,0.0001612804,0.0001103273,0.00006300234,0.0002124065,0.0004284733,0.005527829],"genre_scores_gemma":[0.9870598,0.0003502285,0.01060299,0.0000279315,0.00001103344,0.00002394692,0.0001909762,0.00007305199,0.001660061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000604387,"threshold_uncertainty_score":0.002021909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162936847423318,"score_gpt":0.2223686487170727,"score_spread":0.2107392802428396,"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."}}