{"id":"W2416902902","doi":"10.1038/srep12420","title":"Eco-friendly carbon-nanodot-based fluorescent paints for advanced photocatalytic systems","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Korea Basic Science Institute","keywords":"Fluorescence; Photocatalysis; Biocompatibility; Nanomaterials; Nanodot; Materials science; Polyethylene glycol; Nanotechnology; Photoluminescence; Carbon fibers; Photobleaching; Nanoparticle; Photochemistry; Chemical engineering; Chemistry; Optoelectronics; Catalysis; Organic chemistry; Composite number; 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":[0.0001583362,0.0003285432,0.0001897527,0.0002997132,0.0001589154,0.0003256071,0.000277175,0.0004097049,0.001089564],"category_scores_gemma":[0.0001587661,0.0001322049,0.0001627417,0.0002070371,0.0001767859,0.0004558464,0.0002656056,0.0003399363,0.0003136861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943291,"about_ca_system_score_gemma":0.0001306749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002623746,"about_ca_topic_score_gemma":0.000744524,"domain_scores_codex":[0.9998821,0.00001172608,0.000007998998,0.00002174772,0.00005394246,0.00002248163],"domain_scores_gemma":[0.999951,0.00001036299,0.000008596926,0.000004318665,0.00001608653,0.000009607206],"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":[0.00002131945,0.00002057644,0.00004179072,0.00009620802,0.000002552761,0.00005807957,0.000009374873,0.0003338334,0.9944109,0.0006114774,0.0001305374,0.004263235],"study_design_scores_gemma":[0.000008875957,0.00008931904,0.000242275,0.00000550733,0.000004540357,0.00008311202,0.000006866695,0.003060356,0.9926814,0.0001296346,0.003682232,0.000005836025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078624,0.01707109,0.06163967,0.0005948556,0.000246093,0.0001954912,0.0005326965,0.0008034218,0.01105425],"genre_scores_gemma":[0.9719591,0.002994897,0.02172402,0.00007864214,0.00002650458,0.00004635124,0.0002170456,0.00003353565,0.00291988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089564,"threshold_uncertainty_score":0.003645003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522938653004266,"score_gpt":0.2720249457631294,"score_spread":0.2467955592330868,"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."}}