{"id":"W2757425117","doi":"10.1039/c7ta06458f","title":"Block copolymer templated synthesis of PtIr bimetallic nanocatalysts for the formic acid oxidation reaction","year":2017,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Simon Fraser University","funders":"Pacific Northwest National Laboratory; Western Economic Diversification Canada; Biological and Environmental Research; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Office of Science; Canada Research Chairs; Simon Fraser University; Western Washington University; American Chemical Society Petroleum Research Fund; Research Corporation for Science Advancement; U.S. Department of Energy","keywords":"Bimetallic strip; Nanomaterial-based catalyst; Copolymer; Formic acid; Template; Materials science; Nanoparticle; Alloy; Block (permutation group theory); Chemical engineering; Nanotechnology; Polymer chemistry; Chemistry; Metal; Polymer; Organic chemistry; Composite material; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001347586,0.0002156293,0.0005454577,0.0000453338,0.0003998042,0.000248867,0.0009912624,0.000175577,0.0002341428],"category_scores_gemma":[0.0007449814,0.000149734,0.0001756103,0.00005379503,0.0001467151,0.0005905532,0.0001079319,0.00008575993,0.0000173957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007043686,"about_ca_system_score_gemma":0.0001573316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008682785,"about_ca_topic_score_gemma":0.000003018311,"domain_scores_codex":[0.9981154,0.00005558177,0.0009605209,0.0002026915,0.0003975101,0.0002683616],"domain_scores_gemma":[0.9956276,0.000246739,0.002971084,0.0007221398,0.0003495299,0.00008295052],"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":[0.0004350317,0.00007155247,0.00001365267,0.0002035418,0.0001036211,0.000003841124,0.00004419175,0.000002236733,0.9983413,0.000004954256,0.0003507538,0.0004253896],"study_design_scores_gemma":[0.0005934907,0.00005382398,0.0003560405,0.0001900435,0.0003154871,0.0002904867,0.00006495687,0.000009721834,0.9976609,0.00004037493,0.0002699751,0.0001546775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978609,0.0002865492,0.00007136561,0.0004088137,0.0009658091,0.0001991858,0.00006364112,0.00001926128,0.0001244879],"genre_scores_gemma":[0.998751,0.00006391465,0.00048243,0.00001579635,0.0004943924,0.00003044418,0.000004871825,0.00003005969,0.0001270335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002487777,"threshold_uncertainty_score":0.6105977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737607029521889,"score_gpt":0.2634492301115734,"score_spread":0.2460731598163545,"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."}}