{"id":"W2773254945","doi":"10.1002/anie.201708092","title":"Sinter‐Resistant Platinum Catalyst Supported by Metal–Organic Framework","year":2017,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Argonne National Laboratory; Basic Energy Sciences; Office of Science; Canadian Light Source; U.S. Department of Energy","keywords":"Catalysis; Platinum; Ethylene; Cluster (spacecraft); Materials science; Sintering; Metal; Chemical engineering; X-ray absorption spectroscopy; Heterogeneous catalysis; X-ray photoelectron spectroscopy; Spectroscopy; Atom (system on chip); Atomic layer deposition; Absorption spectroscopy; Inorganic chemistry; Chemistry; Nanotechnology; Layer (electronics); Organic chemistry; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001958586,0.000306218,0.0003025643,0.0000576013,0.0004858349,0.000397019,0.001092722,0.0003567562,0.02174439],"category_scores_gemma":[0.001009355,0.0003061947,0.0002093946,0.00006864186,0.0001825858,0.0004675764,0.000199817,0.000466126,0.0003179973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939834,"about_ca_system_score_gemma":0.00005576662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008855763,"about_ca_topic_score_gemma":0.00003304196,"domain_scores_codex":[0.9980289,0.00001009873,0.0005122264,0.0005730164,0.0005564374,0.0003193299],"domain_scores_gemma":[0.9978061,0.0001731104,0.0006083161,0.001023681,0.0002252337,0.0001635545],"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":[0.00003065127,0.0002305929,0.0002834825,0.00002819915,0.0002328361,0.000008689847,0.00007603602,3.394253e-7,0.9592163,0.001226021,0.03791168,0.0007551962],"study_design_scores_gemma":[0.0003658845,0.000008219354,0.0003737493,0.0001702303,0.00009227718,0.00001438294,0.0001102012,0.0000706319,0.9285432,0.002509308,0.06743,0.0003118787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4984625,0.001599506,0.1934375,0.03158822,0.008259888,0.0008595758,0.008316068,0.001391653,0.2560851],"genre_scores_gemma":[0.986659,0.0001266714,0.001392213,0.0002520376,0.001652976,0.0001089992,0.002348822,0.00006228465,0.007396936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4881966,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161974220318021,"score_gpt":0.2652201523505764,"score_spread":0.2490227303187743,"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."}}