{"id":"W3152186058","doi":"10.1021/acssuschemeng.1c00250","title":"Fluorescence Behavior and Mechanisms of Poly(ethylene glycol) and Their Applications in Fe<sup>3+</sup> and Cr<sup>6+</sup> Detections, Data Encryption, and Cell Imaging","year":2021,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Molecular Sensors and Ion Detection","field":"Chemistry","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Government of Shandong Province; Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Ethylene glycol; Fluorescence; Polymer; Förster resonance energy transfer; Quenching (fluorescence); Materials science; Conjugated system; Photochemistry; Fourier transform infrared spectroscopy; Spectroscopy; PEG ratio; Nanotechnology; Chemistry; Chemical engineering; Organic chemistry; Optics","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":[0.0001623851,0.0002872292,0.0002741054,0.00007492898,0.0001756347,0.0001270151,0.0001610139,0.0001669505,0.00003173151],"category_scores_gemma":[0.0001283764,0.0003258887,0.00002588537,0.0002765361,0.00007684097,0.0002834121,0.0004367322,0.0003189143,1.509743e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007932293,"about_ca_system_score_gemma":0.00006059262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001016208,"about_ca_topic_score_gemma":0.000001005703,"domain_scores_codex":[0.9984995,0.00001249633,0.0003240832,0.0006517065,0.0001304629,0.0003817788],"domain_scores_gemma":[0.9989506,0.00007726785,0.00008186606,0.0005946168,0.0001403976,0.0001552404],"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":[0.000008316992,0.00004799535,0.0007237112,0.001273545,0.00001551165,0.00004033777,0.0003348656,0.0006095309,0.9945283,0.00008779172,0.000005491188,0.00232462],"study_design_scores_gemma":[0.0005130726,0.000007898298,0.0001776702,0.00007971583,0.0000542134,0.0002160637,0.009324579,0.04313859,0.9450243,0.0001853065,0.0009745935,0.0003040244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835803,0.005363221,0.01060171,0.00005173006,0.000006619795,0.0001707269,0.00004835556,0.00007162162,0.0001057561],"genre_scores_gemma":[0.996944,0.0006820752,0.001677121,0.00000730112,0.00004617403,0.0000857277,0.00008709427,0.00004369454,0.0004268701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.049504,"threshold_uncertainty_score":0.9999193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004698326909218492,"score_gpt":0.193909558901307,"score_spread":0.1892112319920885,"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."}}