{"id":"W2162963705","doi":"10.1081/bio-200027518","title":"Immobilization of Catalase by Entrapping in Alginate Beads and Catalase Biosensor Preparation for the Determination of Hydrogen Peroxide Decomposition","year":2004,"lang":"en","type":"article","venue":"Artificial Cells Blood Substitutes and Biotechnology","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ege Üniversitesi; University of Guelph","keywords":"Hydrogen peroxide; Catalase; Glutaraldehyde; Gelatin; Immobilized enzyme; Chemistry; Biosensor; Decomposition; Chromatography; Nuclear chemistry; Thermal decomposition; Enzyme; Organic chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008279469,0.000101855,0.0001498146,0.00009161617,0.00004823645,0.000008746458,0.00005178289,0.000175453,4.736444e-7],"category_scores_gemma":[0.00002177305,0.00008590901,0.00002577584,0.0001667168,0.0001551479,0.00006346418,0.00001318035,0.00006786859,2.143951e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002086111,"about_ca_system_score_gemma":0.000006636009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284757,"about_ca_topic_score_gemma":0.0002073132,"domain_scores_codex":[0.9993637,0.000008115952,0.0002742115,0.0001555739,0.00004970644,0.000148693],"domain_scores_gemma":[0.9997272,0.00006775624,0.00006505361,0.00009175945,0.00002813936,0.00002011284],"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":[0.00002921519,0.00006379923,0.00003522967,0.00005833881,0.00001253023,8.915645e-7,0.00009444495,0.0006294419,0.9921511,0.001248853,0.000001498066,0.005674634],"study_design_scores_gemma":[0.0003196553,0.0001491181,0.0000457403,0.00002863362,0.0000413851,0.000008139898,0.00005337938,0.01000663,0.9885713,0.0006622977,0.00002423854,0.00008944301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941623,0.0009460869,0.004195175,0.0002327784,0.0000279996,0.0003624767,0.00003223822,0.00003834686,0.000002665025],"genre_scores_gemma":[0.9986315,0.0005668496,0.0007148538,0.00000675916,0.000008620445,0.00001437479,0.00004794681,0.000008209398,9.15214e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00937719,"threshold_uncertainty_score":0.3503268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005000256695293028,"score_gpt":0.2126978617052849,"score_spread":0.2076976050099919,"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."}}