{"id":"W2364076290","doi":"","title":"Study on optical fiber dissolved oxygen sensor based on fluorescence quenching","year":2009,"lang":"en","type":"article","venue":"Journal of Optoelectronics·laser","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Fluorescence; Detection limit; Oxygen; Quenching (fluorescence); Oxygen sensor; Optical fiber; Sensitivity (control systems); Limiting oxygen concentration; Materials science; Fiber optic sensor; Analytical Chemistry (journal); Chemistry; Optics; Chromatography","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":[0.000203161,0.0002854904,0.0002022399,0.0001519926,0.0001631653,0.0002235105,0.0004159515,0.0004237441,0.0008443294],"category_scores_gemma":[0.0003925017,0.0001061276,0.0001212238,0.0001422093,0.000150371,0.0004545746,0.0001189068,0.0002247086,0.0002959238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985451,"about_ca_system_score_gemma":0.0001662606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013101,"about_ca_topic_score_gemma":0.0006515265,"domain_scores_codex":[0.9997965,0.00002136258,0.000005669587,0.00005633446,0.00008969965,0.00003042363],"domain_scores_gemma":[0.9998779,0.00004267549,0.00001869018,0.000004376521,0.00004490071,0.00001129738],"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":[0.00005292391,0.00002077882,0.0002426651,0.00006760117,0.000003183679,0.00005450354,0.00002930277,0.0001004122,0.9960706,0.0002506228,0.00007283057,0.003034428],"study_design_scores_gemma":[0.000009190105,0.0001995826,0.0005977378,0.000008789521,0.00001088438,0.0002012349,0.00002158564,0.002911471,0.9903465,0.00005354361,0.00563401,0.000005526332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600054,0.004725631,0.02975029,0.00041281,0.00007570159,0.00006666919,0.0001752233,0.0001417788,0.004646477],"genre_scores_gemma":[0.9724419,0.003133813,0.0185823,0.0001826022,0.00003206944,0.00003337894,0.0003324975,0.00003727265,0.005224185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0013101,"threshold_uncertainty_score":0.002824545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176165218346914,"score_gpt":0.2601890316694395,"score_spread":0.2484273794859704,"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."}}