{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001069106,0.0002219205,0.00005544809,0.0001088682,0.00007374575,0.0001522065,0.0001838408,0.0002697665,0.0005412984],"category_scores_gemma":[0.000160407,0.00009680547,0.0001121387,0.00009417283,0.0001936331,0.0002944991,0.00007465106,0.0002558771,0.0001957241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083401,"about_ca_system_score_gemma":0.00006935193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004709,"about_ca_topic_score_gemma":0.0003513617,"domain_scores_codex":[0.9999366,0.00001037271,0.000002592942,0.00001658444,0.0000187305,0.00001506597],"domain_scores_gemma":[0.9999452,0.00001347828,0.0000185383,0.000003723571,0.00001308007,0.000005958262],"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":[0.00006792418,0.00001680336,0.0003705312,0.00006525144,0.00000320828,0.00008731774,0.00003352242,0.0004561706,0.991674,0.001026214,0.00009220076,0.006106779],"study_design_scores_gemma":[0.000002937974,0.0001039683,0.001838959,0.000005044329,0.000003934024,0.0002400062,0.00001680585,0.003515337,0.991914,0.0001608444,0.002192523,0.000005608892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706062,0.006079243,0.01813233,0.0002223482,0.00002328162,0.00004708967,0.0001679083,0.0001231411,0.004598478],"genre_scores_gemma":[0.9927931,0.001324847,0.003699596,0.00005738501,0.00000482883,0.00001681138,0.00007814087,0.00000860371,0.00201671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005412984,"threshold_uncertainty_score":0.002237141,"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."}}