{"id":"W3133813450","doi":"10.1002/celc.202100020","title":"Electrografted Interfaces on Metal Oxide Electrodes for Enzyme Immobilization and Bioelectrocatalysis","year":2021,"lang":"en","type":"article","venue":"ChemElectroChem","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Albert-Ludwigs-Universität Freiburg; Deutsche Forschungsgemeinschaft","keywords":"Electron transfer; Immobilized enzyme; Covalent bond; Oxide; Indium tin oxide; Chemistry; Electrode; Biosensor; Materials science; Chemical engineering; Combinatorial chemistry; Inorganic chemistry; Photochemistry; Nanotechnology; Organic chemistry; Enzyme","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":[0.0003314043,0.0005951342,0.0006585576,0.0003322002,0.0003175188,0.0001301366,0.0003445231,0.000295914,0.00009546526],"category_scores_gemma":[0.0005783302,0.0006114369,0.0003035856,0.001371378,0.0001044553,0.0002961231,0.00009111949,0.0003719937,0.0000341696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502185,"about_ca_system_score_gemma":0.0002803313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007988267,"about_ca_topic_score_gemma":0.0005855006,"domain_scores_codex":[0.9964335,0.00009233049,0.0005270643,0.001221372,0.0004987945,0.001226957],"domain_scores_gemma":[0.9980271,0.0002998052,0.0002124457,0.0006540955,0.0005986259,0.000207883],"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":[0.0003848313,0.0001904787,0.00003135465,0.00006143033,0.0004972689,0.000007154953,0.00007858662,0.00003966684,0.9702131,0.02235439,0.0006605463,0.005481204],"study_design_scores_gemma":[0.001223205,0.0008151515,0.00002862871,0.00003053265,0.0002880297,0.00008175145,0.00007993291,0.0009107568,0.9800385,0.003330383,0.01254696,0.0006261939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873504,0.003906826,0.004792331,0.0006940509,0.00008198253,0.0003508748,0.000003153276,0.0004744923,0.002345891],"genre_scores_gemma":[0.9941616,0.0004744529,0.001436153,0.0005538047,0.0001737642,0.0002679377,0.0008868177,0.000138223,0.001907252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01902401,"threshold_uncertainty_score":0.9996337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009390522553966652,"score_gpt":0.2335479549084617,"score_spread":0.224157432354495,"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."}}