{"id":"W2128846068","doi":"10.1117/1.3526729","title":"Enhancement of luminescent quenching based oxygen sensing by gold nanoparticles: comparison between luminophore:matrix:nanoparticle thin films on glass and gold coated substrates","year":2010,"lang":"en","type":"article","venue":"Journal of Nanophotonics","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Luminophore; Luminescence; Quenching (fluorescence); Materials science; Nanoparticle; Colloidal gold; Detection limit; Nanotechnology; Analytical Chemistry (journal); Optoelectronics; Fluorescence; Optics; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001530885,0.0003711737,0.0009750031,0.0001648194,0.000122649,0.0002227379,0.0004460858,0.0002086665,0.0001255489],"category_scores_gemma":[0.000242971,0.0002993952,0.0001390751,0.0002443481,0.0002784419,0.0003636031,0.00008871902,0.0003791602,0.00002595611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007546866,"about_ca_system_score_gemma":0.0002147583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131632,"about_ca_topic_score_gemma":0.00002569241,"domain_scores_codex":[0.9962208,0.0001874111,0.00180009,0.0003819262,0.0008222649,0.0005874921],"domain_scores_gemma":[0.9970896,0.0002742563,0.001527487,0.0004135177,0.0003819454,0.0003131684],"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":[0.0002972288,0.0003625194,0.00569796,0.0001237386,0.00002964773,0.00002580336,0.0004997489,0.00006187838,0.991053,0.00001877484,0.001660258,0.0001693918],"study_design_scores_gemma":[0.001493256,0.0007389283,0.001380554,0.0003340686,0.0001207352,0.00002650686,0.0002388874,0.003328625,0.9915118,0.00002269443,0.0004897799,0.0003141632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978612,0.0003325659,0.00003114751,0.0002464192,0.001078431,0.0003325939,0.00006238587,0.00003044202,0.00002481221],"genre_scores_gemma":[0.9947065,0.00007325668,0.004918413,0.000114665,0.00009355864,0.000003750418,0.000009182576,0.00003697074,0.00004370357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004887266,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160126807924903,"score_gpt":0.2691076408319277,"score_spread":0.2530949600394374,"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."}}