{"id":"W3004943927","doi":"10.1021/acsami.9b20781","title":"Encapsulating Pt Nanoparticles inside a Derived Two-Dimensional Metal–Organic Frameworks for the Enhancement of Catalytic Activity","year":2020,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Materials science; Catalysis; Nanoparticle; Nanotechnology; Metal-organic framework; Metal; Chemical engineering; Organic chemistry; Metallurgy; Adsorption","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559043,0.0002929428,0.0004818966,0.00003941296,0.000174216,0.00006463945,0.0004176245,0.0001526551,0.0003311782],"category_scores_gemma":[0.0001762777,0.0002195568,0.00004422955,0.0001777264,0.0001221078,0.0001460171,0.000325202,0.0001704354,0.00005686646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007830503,"about_ca_system_score_gemma":0.00006609141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368121,"about_ca_topic_score_gemma":0.000108145,"domain_scores_codex":[0.9982608,0.00006006471,0.0005048844,0.0004418349,0.0003409432,0.0003915041],"domain_scores_gemma":[0.9986663,0.0004009555,0.0003862067,0.0003681257,0.0001114113,0.00006703705],"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":[0.0005467524,0.0000542175,0.000001412788,0.00007460923,0.0002756243,7.730055e-7,0.0007412044,0.002175119,0.991914,0.002126718,0.00005227635,0.002037319],"study_design_scores_gemma":[0.0007017439,0.00015806,0.00001720751,0.0000376717,0.000179468,0.000001877622,0.0001708719,0.0002071176,0.9972246,0.001021543,0.00005311672,0.0002266789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977543,0.0001595771,0.0004427158,0.0007280022,0.0002329374,0.0004606835,0.000008734419,0.00008761146,0.0001254302],"genre_scores_gemma":[0.9985467,0.00001085152,0.0006161339,0.000439091,0.0001271705,0.0001565034,0.00002799523,0.00005413651,0.00002139658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00531067,"threshold_uncertainty_score":0.8953268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703175226086365,"score_gpt":0.2422376874142415,"score_spread":0.2252059351533778,"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."}}