{"id":"W1995880549","doi":"10.1039/c4cp02372b","title":"Chemical activity of oxygen vacancies on ceria: a combined experimental and theoretical study on CeO<sub>2</sub>(111)","year":2014,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Shanghai Rising-Star Program; National Key Research and Development Program of China; China Scholarship Council; East China University of Science and Technology; National Natural Science Foundation of China","keywords":"Oxygen; Materials science; Chemical physics; Chemistry; Chemical engineering; Physical chemistry; Crystallography; Organic chemistry; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0002894643,0.0005062523,0.0008009207,0.00001423238,0.00009894147,0.00009740373,0.0007347757,0.0001385681,0.00003882173],"category_scores_gemma":[0.0004051485,0.0004471621,0.0001431603,0.0002343829,0.001619119,0.000184568,0.0006003182,0.000358279,0.0000543541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141033,"about_ca_system_score_gemma":0.00006097272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003801041,"about_ca_topic_score_gemma":2.086482e-8,"domain_scores_codex":[0.9969752,0.00006971508,0.0003826481,0.001056097,0.000936705,0.0005795984],"domain_scores_gemma":[0.9979837,0.0005742586,0.0002407687,0.000791936,0.0001031533,0.0003061748],"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":[0.0006657792,0.003522162,0.000007981504,0.0001391303,0.00001535707,0.000002233293,0.0003534045,0.00001129359,0.9910997,0.00390488,0.00004946886,0.0002285885],"study_design_scores_gemma":[0.001128133,0.0004149386,0.00004368661,0.00006007468,0.00004151776,0.000003434534,0.00008312875,0.0009562313,0.9866281,0.01018022,0.000003296458,0.0004572306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980547,0.000004285896,0.0001218619,0.0000850295,0.0001007622,0.0002901368,0.00005190451,0.0001250675,0.001166269],"genre_scores_gemma":[0.9990995,6.67049e-7,0.00006679268,0.0000835659,0.0006047403,0.00008147784,0.00001361634,0.00004620387,0.000003471897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006275339,"threshold_uncertainty_score":0.999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009357220215134103,"score_gpt":0.2516305009964936,"score_spread":0.2422732807813595,"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."}}