{"id":"W1990139446","doi":"10.1007/s00604-014-1283-9","title":"Nanostructured cerium oxide catalyst support: Effects of morphology on the electroactivity of gold toward oxidative sensing of glucose","year":2014,"lang":"en","type":"article","venue":"Microchimica Acta","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Cyclic voltammetry; X-ray photoelectron spectroscopy; Cerium oxide; Materials science; Scanning electron microscope; Catalysis; Electrocatalyst; Electrode; Cerium; Chemical engineering; Electrochemistry; Oxide; Inorganic chemistry; Analytical Chemistry (journal); Chemistry; Organic chemistry; Physical 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":[0.0001251251,0.0002514967,0.0005494895,0.00008764215,0.00002208239,0.000005097963,0.0002437039,0.0001735096,0.00001105319],"category_scores_gemma":[0.0001925582,0.0001835469,0.000161106,0.0002319776,0.0001676975,0.00003287497,0.00004844617,0.0003060224,0.00000237611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004788243,"about_ca_system_score_gemma":0.00001463853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006186162,"about_ca_topic_score_gemma":0.00001070535,"domain_scores_codex":[0.9987755,0.0001053922,0.0003691745,0.0002309375,0.0001586096,0.0003604235],"domain_scores_gemma":[0.9988103,0.0004724007,0.0002046335,0.0003839679,0.0000726838,0.00005601459],"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":[0.0001031307,0.00004405761,0.00001952474,0.0002042446,0.0001158578,0.000001586249,0.0002371904,0.00002489393,0.9979565,0.00005569561,0.0006952127,0.0005421439],"study_design_scores_gemma":[0.0003016317,0.0002390731,0.001050191,0.0000452061,0.00006204415,0.00001952647,0.0000197704,0.0005641044,0.9973057,0.0000986633,0.0001235467,0.0001705355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990063,0.00004655549,0.0001047564,0.0001426369,0.00008321406,0.0002134518,0.00002498788,0.0000426792,0.000335368],"genre_scores_gemma":[0.9993274,0.00002897515,0.0004601445,0.00007171895,0.00003374739,0.000001538536,0.00002158217,0.00003519035,0.00001974962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001030666,"threshold_uncertainty_score":0.7484825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004430576569428274,"score_gpt":0.1802349431468877,"score_spread":0.1758043665774594,"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."}}