{"id":"W2745344441","doi":"10.1186/s12951-017-0294-1","title":"Nanostructured biosensor using bioluminescence quenching technique for glucose detection","year":2017,"lang":"en","type":"article","venue":"Journal of Nanobiotechnology","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bioluminescence; Luciferase; Biosensor; Chemistry; Biophysics; Quenching (fluorescence); Biochemistry; Fluorescence; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004856946,0.0002128163,0.0003184477,0.0002236633,0.0004582173,0.00007223229,0.0009609496,0.0007987366,0.000003066999],"category_scores_gemma":[0.001063004,0.0001845386,0.0002281956,0.0001102121,0.0004799992,0.00003419996,0.0001996772,0.0003406181,9.5886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005580797,"about_ca_system_score_gemma":0.0001790301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002689031,"about_ca_topic_score_gemma":0.00001924928,"domain_scores_codex":[0.9986084,0.00003362516,0.0004554942,0.0003219074,0.00016124,0.0004192967],"domain_scores_gemma":[0.9979212,0.00001359914,0.0008004589,0.0006851925,0.0004885062,0.00009102927],"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":[0.0001975465,0.00004075539,0.0008052568,0.00004005014,0.00004273763,0.00001305416,0.000005546267,0.00000132076,0.9888343,0.00002438223,0.00008110084,0.009913947],"study_design_scores_gemma":[0.0006589047,0.0006534831,0.0002421848,0.00008731616,0.00002824102,0.0009790327,0.00005839111,0.00006652743,0.9919034,0.0001738846,0.004938052,0.0002106096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572154,0.0006472321,0.04050534,0.000587043,0.0006035298,0.000395962,0.00001228084,0.00001400455,0.00001919923],"genre_scores_gemma":[0.9885707,0.000402087,0.01042591,0.00003866471,0.0004477919,0.00002106665,0.000004652438,0.0000288639,0.00006019467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03135535,"threshold_uncertainty_score":0.7525264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167287475818775,"score_gpt":0.3182303362255717,"score_spread":0.296557461467384,"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."}}