{"id":"W3025918524","doi":"10.1149/ma2021-0112593mtgabs","title":"(Invited) Carbon Dots – from Imaging to Green Energy Applications","year":2021,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Quantum dot; Nanotechnology; Carbon fibers; Nanomaterials; Materials science; Luminescence; Nanoparticle; Quantum yield; Biocompatibility; Fluorescence; Passivation; Optoelectronics; Optics; Physics","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":[0.0006767665,0.0008735904,0.0004370048,0.0006003014,0.0005511556,0.001295439,0.0007716943,0.002206174,0.05313873],"category_scores_gemma":[0.0005651106,0.0002548081,0.0005093574,0.0004298483,0.0004122774,0.001587722,0.0009997702,0.002202984,0.03361315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008385953,"about_ca_system_score_gemma":0.0005206921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008368627,"about_ca_topic_score_gemma":0.003005557,"domain_scores_codex":[0.9995409,0.00003960058,0.00001937772,0.000142298,0.0001720333,0.0000857456],"domain_scores_gemma":[0.999495,0.00006175775,0.00002487911,0.00001590533,0.0002305346,0.0001717833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000179539,0.00004338512,0.0001986313,0.0009165299,0.00001724803,0.0002299729,0.00007570405,0.0001639142,0.01493087,0.003155076,0.8347835,0.1453057],"study_design_scores_gemma":[0.000009334252,0.00003120611,0.0002600434,0.00006194878,0.000006719479,0.0001514599,0.00003222826,0.0001013419,0.002392292,0.0007351718,0.9962075,0.00001067484],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.008715181,0.2974447,0.009103131,0.0825272,0.4053456,0.0004448453,0.002200106,0.001331564,0.1928877],"genre_scores_gemma":[0.02429146,0.1108302,0.004136616,0.03213882,0.07380511,0.0003184485,0.001917516,0.0004730866,0.7520888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05313873,"threshold_uncertainty_score":0.1777668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212963935572239,"score_gpt":0.2438866113972547,"score_spread":0.2317569720415323,"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."}}