{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00296224,0.0002145527,0.0003064224,0.0001606926,0.0002706544,0.0005022046,0.0002955143,0.00007766112,0.00004121264],"category_scores_gemma":[0.0004047032,0.0001888417,0.0001158026,0.0004300243,0.0003064181,0.0001435018,0.00007119299,0.00006531826,0.00009501132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220518,"about_ca_system_score_gemma":0.0006686358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001779923,"about_ca_topic_score_gemma":0.00004590662,"domain_scores_codex":[0.996877,0.0000537833,0.0007137676,0.001071393,0.0007393388,0.0005447053],"domain_scores_gemma":[0.9970751,0.00007076657,0.0004401183,0.001520818,0.0004915766,0.0004016411],"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":[0.00006176833,0.0002249045,0.0002331378,0.0001136507,0.000007450601,0.00008207907,0.0002585862,0.002637436,0.963145,0.0008998457,0.03195088,0.000385243],"study_design_scores_gemma":[0.0009069067,0.0001314341,0.00003874327,0.00009848917,0.00004872639,0.0001180867,0.0004583533,0.03545193,0.7617635,0.002291393,0.198161,0.0005314924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739447,0.0002893185,0.002724436,0.0001761594,0.01783428,0.002427979,0.00004108924,0.0003044157,0.002257637],"genre_scores_gemma":[0.9957991,4.875632e-7,0.001266046,0.00003731017,0.000109847,0.0007312734,0.0001222718,0.00003387232,0.00189975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2013815,"threshold_uncertainty_score":0.7700742,"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."}}