{"id":"W2949921925","doi":"10.3389/fchem.2019.00447","title":"Clustering-Triggered Emission of Carboxymethylated Nanocellulose","year":2019,"lang":"en","type":"article","venue":"Frontiers in Chemistry","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Hubei Province; Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Luminescence; Nanocellulose; Amide; Ethylenediamine; Polymer; Conjugated system; Materials science; Chemistry; Polymer chemistry; Chemical engineering; Nanotechnology; Organic chemistry; Cellulose; Optoelectronics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002853902,0.0001559273,0.000367467,0.00004406161,0.00001867302,0.0000224688,0.0003413847,0.0001776083,0.0009991076],"category_scores_gemma":[0.0000553028,0.0001431235,0.00005466808,0.000135823,0.00007201605,0.0001090923,0.0001081958,0.00008618284,0.00004676654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006916983,"about_ca_system_score_gemma":0.00006167309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003561655,"about_ca_topic_score_gemma":4.203137e-7,"domain_scores_codex":[0.9987245,0.0000310974,0.0004071707,0.0003244132,0.0002246248,0.000288144],"domain_scores_gemma":[0.9993169,0.00001610375,0.00016729,0.0003863894,0.00004469092,0.00006863758],"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":[0.0001107765,0.00005175832,0.02127541,0.0003944146,0.000003804804,0.000006477264,0.0001386456,0.00001877982,0.9761291,3.730375e-7,0.001687014,0.0001834582],"study_design_scores_gemma":[0.0006425891,0.00001436423,0.0004300378,0.0001787137,0.000006354276,0.000002682703,0.000133165,0.000558385,0.9973919,0.00004687053,0.000427134,0.0001678321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959188,0.0003001579,0.0001145555,0.00002286225,0.001342349,0.0001585074,0.00001750734,0.00004204423,0.002083177],"genre_scores_gemma":[0.9951997,0.00003673012,0.002477756,0.0000150527,0.00006318681,0.000006181781,0.00001919348,0.00001790325,0.002164274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02126278,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005540218629963459,"score_gpt":0.2094156284490282,"score_spread":0.2038754098190648,"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."}}