{"id":"W3039826848","doi":"10.1039/d0cp01938k","title":"Effects of polydopamine-passivation on the optical properties of carbon dots and its potential use <i>in vivo</i>","year":2020,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Passivation; In vivo; Carbon fibers; Materials science; Nanotechnology; Chemistry; Chemical engineering; Composite material; Layer (electronics); Engineering; Composite number","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00003880846,0.0001563698,0.0002820935,0.000004267295,0.0000186573,0.00001818635,0.0001656438,0.00005419841,0.000003434521],"category_scores_gemma":[0.0002418624,0.000112254,0.00007144779,0.0001706844,0.0002125188,0.00006251483,0.0001059156,0.0001693662,0.000002021173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001763394,"about_ca_system_score_gemma":0.00002422528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001428544,"about_ca_topic_score_gemma":6.067397e-8,"domain_scores_codex":[0.9989882,0.0000190488,0.0002492665,0.0002938736,0.0002822156,0.0001673763],"domain_scores_gemma":[0.9993173,0.0002354694,0.0001225314,0.0001760525,0.0000591768,0.00008944672],"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":[0.0001300115,0.000318064,0.000003347477,0.0002909089,0.000005512339,8.418477e-7,0.0001380005,0.00004547474,0.99685,0.002163082,0.00002141949,0.00003330829],"study_design_scores_gemma":[0.0003870651,0.00002968726,0.00003611355,0.00006203773,0.00002729066,4.495716e-7,0.00001367562,0.009376762,0.9894914,0.0004514127,0.000005842289,0.0001182549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986973,0.00002081289,0.00001383214,0.0006776102,0.00001043148,0.0001916171,0.00002378028,0.00002309336,0.0003415575],"genre_scores_gemma":[0.9996102,0.000003630291,0.00001421702,0.00009323475,0.0002210112,0.00003258103,0.000003147855,0.00001400118,0.000007921623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009331287,"threshold_uncertainty_score":0.4577584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688156208888602,"score_gpt":0.2110878577535941,"score_spread":0.194206295664708,"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."}}