{"id":"W4313555529","doi":"10.1007/s12598-022-02210-y","title":"Weakening CO poisoning over size‐ and support‐dependent Pt <sub> <i>n</i> </sub> /X‐graphene catalyst (X = C, B, N, <i>n</i>  = 1–6, 13)","year":2023,"lang":"en","type":"article","venue":"Rare Metals","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Natural Science Foundation of China","keywords":"Catalysis; Graphene; Proton exchange membrane fuel cell; Materials science; CO poisoning; Methanol; Desorption; Fuel cells; Platinum; Physical chemistry; Nanotechnology; Chemical engineering; Chemistry; Adsorption; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001118736,0.0006284397,0.0008198384,0.0004982286,0.0004600496,0.000186823,0.0004839004,0.0003020577,0.0003369776],"category_scores_gemma":[0.0003504572,0.0006256039,0.0003526352,0.001419189,0.0001489958,0.0007277534,0.0003626587,0.0004282663,0.0008342661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581525,"about_ca_system_score_gemma":0.0001222293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007494839,"about_ca_topic_score_gemma":0.001012085,"domain_scores_codex":[0.9956611,0.0002094388,0.0007582984,0.001059397,0.001111287,0.001200432],"domain_scores_gemma":[0.9977353,0.0005037532,0.00033351,0.0008763803,0.0001562683,0.0003947917],"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":[0.00009445059,0.00005480572,0.001748544,0.0001013569,0.0004687636,0.0004375681,0.0004637476,0.0006632609,0.9756515,0.001883068,0.00840217,0.01003076],"study_design_scores_gemma":[0.001668084,0.0001468407,0.002581046,0.00008202467,0.000287647,0.0001550107,0.0002742793,0.0002801382,0.9613379,0.0006653895,0.03166001,0.0008616907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985298,0.0008687364,0.00009671862,0.0002724644,0.0005398538,0.0002770853,0.00004294868,0.0009962777,0.01160794],"genre_scores_gemma":[0.9948704,0.0005462551,0.0001007531,0.0006721517,0.0002399126,0.00007688527,0.0007014864,0.0001789866,0.002613192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325784,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009473034586998776,"score_gpt":0.2294887717571979,"score_spread":0.2200157371701991,"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."}}