{"id":"W2317343132","doi":"10.1021/jp404266p","title":"Size Effects of Platinum Colloid Particles on the Structure and CO Oxidation Properties of Supported Pt/Fe<sub>2</sub>O<sub>3</sub> Catalysts","year":2013,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Catalysis; Calcination; Platinum; Particle size; Metal; Nanoparticle; Redox; Colloid; Platinum nanoparticles; Materials science; Particle (ecology); Transition metal; Chemical engineering; Oxygen; Inorganic chemistry; Chemistry; Nanotechnology; Physical chemistry; Metallurgy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005689143,0.0001978163,0.0004024254,0.0000161926,0.0001179073,0.00007812661,0.0005910771,0.00006158918,0.00002028982],"category_scores_gemma":[0.001171529,0.0001033588,0.0000705551,0.0001844887,0.0007735047,0.0003190493,0.0001322898,0.0001815742,0.000009280605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004107435,"about_ca_system_score_gemma":0.0001355906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009183366,"about_ca_topic_score_gemma":8.773429e-7,"domain_scores_codex":[0.9983087,0.0001042466,0.000505669,0.0001738932,0.0006597483,0.0002478083],"domain_scores_gemma":[0.9976324,0.0007428977,0.0008710225,0.0003538288,0.0003042332,0.00009561203],"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":[0.0001279464,0.00009441924,0.00001439535,0.0004462243,0.00002005646,0.000001446369,0.0008596307,0.0000806695,0.9980232,0.00001074981,0.0001528427,0.0001684171],"study_design_scores_gemma":[0.0003445188,0.0001357023,0.0007466899,0.0002520717,0.00007836641,0.00004342196,0.0001956533,0.0001992734,0.9967681,0.00111777,9.261738e-7,0.000117488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993503,0.00004893261,0.000008967367,0.0002273148,0.00007568627,0.0002398596,0.00002062853,0.00001088427,0.0000174195],"genre_scores_gemma":[0.9997421,0.00001378055,0.00002071487,0.00003776449,0.0001612759,0.000005815602,0.000001665207,0.00001351025,0.000003405324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001255084,"threshold_uncertainty_score":0.4214851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006744549193343401,"score_gpt":0.2084904099691127,"score_spread":0.2017458607757693,"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."}}