{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008936574,0.0001060881,0.0001032399,0.00003905141,0.00009779555,0.000020212,0.00004581733,0.00006923213,7.483437e-7],"category_scores_gemma":[0.00001683683,0.00009542098,0.00006236579,0.00006575555,0.00003083184,0.000003029219,0.00002435967,0.00002636994,5.033863e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008239215,"about_ca_system_score_gemma":0.000008290845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006504719,"about_ca_topic_score_gemma":0.00001269389,"domain_scores_codex":[0.9993983,0.0000198114,0.0001272514,0.0002453979,0.00005612214,0.0001531276],"domain_scores_gemma":[0.9997148,0.000005048519,0.00005090979,0.0001476274,0.00005018347,0.00003146661],"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":[0.00003172736,0.00001574812,0.00005849374,0.00000742986,0.00001912053,0.000001921098,0.0000127017,0.000003219265,0.9899651,0.0001470865,0.001866146,0.007871299],"study_design_scores_gemma":[0.0003197231,0.0002497321,0.0004676163,0.00001117164,0.00003790206,0.00002649845,0.00005671893,0.0005773044,0.963589,0.0006453309,0.03383853,0.0001804688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724844,0.0008310832,0.1248329,0.00110089,0.00003431447,0.0003288643,0.0000374925,0.00008778749,0.0002622461],"genre_scores_gemma":[0.9694133,0.00006195191,0.02910524,0.0006412513,0.0001337994,0.000001709754,0.0004187108,0.00001073839,0.0002132706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09692889,"threshold_uncertainty_score":0.3891155,"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."}}