{"id":"W2081918437","doi":"10.1021/la901456k","title":"Ionic-Complementary Peptide Matrix for Enzyme Immobilization and Biomolecular Sensing","year":2009,"lang":"en","type":"article","venue":"Langmuir","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biosensor; Glucose oxidase; Electrode; Nanofiber; Peptide; Nanotechnology; Immobilized enzyme; Ionic bonding; Materials science; Ionic liquid; Electrochemistry; Chemistry; Enzyme; Combinatorial chemistry; Biochemistry; Organic chemistry; Ion; Catalysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002520752,0.0006707892,0.0002377611,0.000258188,0.0002182968,0.0003228527,0.0005823683,0.0005293399,0.001183537],"category_scores_gemma":[0.0003798523,0.0002777136,0.0001739978,0.0001830267,0.0001786239,0.000357206,0.0003450286,0.0006615014,0.0007945215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905795,"about_ca_system_score_gemma":0.0001778284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001653419,"about_ca_topic_score_gemma":0.0003570064,"domain_scores_codex":[0.9997143,0.00003249967,0.00001829807,0.00006104065,0.0001500694,0.0000237694],"domain_scores_gemma":[0.9998281,0.00004705723,0.00003425485,0.000015628,0.00004500655,0.00002989388],"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":[0.00001355497,0.00001474621,0.00003204555,0.00005804704,0.000003598506,0.00005186597,0.000005533821,0.00008904192,0.9949473,0.0001435573,0.00007569043,0.004565081],"study_design_scores_gemma":[0.000007944392,0.0001260039,0.0002668884,0.000007350137,0.00001052972,0.000674373,0.000006422236,0.001354927,0.9892641,0.0001329969,0.008139088,0.000009552546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5462316,0.02781327,0.408951,0.0006602827,0.0008105329,0.0005616614,0.0008178229,0.001679959,0.0124739],"genre_scores_gemma":[0.7092831,0.008491394,0.2720516,0.0005908189,0.0002250222,0.0004361657,0.0008790873,0.0001090336,0.007933761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001183537,"threshold_uncertainty_score":0.003959358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009257461741009675,"score_gpt":0.2968360628639197,"score_spread":0.2875786011229101,"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."}}