{"id":"W2008765243","doi":"10.1016/j.bios.2012.11.023","title":"Towards a reliable and high sensitivity O2-independent glucose sensor based on Ir oxidenanoparticles","year":2012,"lang":"en","type":"article","venue":"Biosensors and Bioelectronics","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glucose oxidase; Nafion; Chemistry; Biosensor; Nanoparticle; Materials science; Analytical Chemistry (journal); Chemical engineering; Nanotechnology; Electrochemistry; Chromatography; Electrode","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003883212,0.0004561738,0.0004201093,0.0001239603,0.0001702408,0.00009059718,0.00007232452,0.0002956475,0.00001917594],"category_scores_gemma":[0.00004938012,0.0003769701,0.00009035724,0.0002724967,0.0001263122,0.0001326834,0.00004508199,0.0004170984,0.00002769436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567841,"about_ca_system_score_gemma":0.00002730406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111266,"about_ca_topic_score_gemma":0.00003031423,"domain_scores_codex":[0.9976294,0.00006438662,0.0003172905,0.0004214183,0.0003328561,0.001234631],"domain_scores_gemma":[0.9990382,0.000119242,0.00005621125,0.0003037882,0.00005274119,0.0004298145],"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":[0.0001488175,0.0001833755,0.002734476,0.00009614637,0.00006321892,0.0000250688,0.00007114572,0.000348241,0.9876272,0.001397974,0.0006242772,0.006680076],"study_design_scores_gemma":[0.0007984334,0.0004231308,0.008504673,0.00004283629,0.00007143502,0.00009235917,0.00005884942,0.03554014,0.9487784,0.0001317463,0.00487357,0.0006844241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961832,0.002043916,0.00007473184,0.0005726402,0.0001541148,0.0002540642,0.00002702543,0.0003421694,0.0003482017],"genre_scores_gemma":[0.9968574,0.001147726,0.001161209,0.0004184196,0.0002374875,0.000008374122,0.00001482331,0.00006641422,0.00008815104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03884878,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006418519154133182,"score_gpt":0.1931237642209442,"score_spread":0.186705245066811,"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."}}