{"id":"W4385719058","doi":"10.53063/synsint.2023.32142","title":"Synthesis of magnetite-silica-carbon quantum dot nanocomposites for melatonin drug delivery","year":2023,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnetite; Coprecipitation; Materials science; Mesoporous silica; Drug delivery; Chemical engineering; Carbon quantum dots; Adsorption; Quantum dot; Nanoparticle; Citric acid; Nanotechnology; Nuclear chemistry; Mesoporous material; Chemistry; Inorganic chemistry; Organic chemistry; Metallurgy; Catalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009760328,0.0002218117,0.000136924,0.0001976089,0.0001511928,0.0001339027,0.0001360453,0.0002683672,0.0007704686],"category_scores_gemma":[0.0001188459,0.000155288,0.0001503017,0.0001116126,0.00008237445,0.0001607149,0.0001169015,0.0002224683,0.0002587134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304079,"about_ca_system_score_gemma":0.0001782931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003473875,"about_ca_topic_score_gemma":0.001411218,"domain_scores_codex":[0.9999446,0.000004757079,0.000005834896,0.00001684347,0.00002126987,0.000006753839],"domain_scores_gemma":[0.9999411,0.00001144462,0.0000109562,0.000003846571,0.00001897785,0.00001365897],"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":[0.00002098567,0.00001983141,0.00005270994,0.00005204505,0.000003493248,0.00002937804,0.000007638183,0.0001571467,0.9974643,0.00009469123,0.00003157156,0.002066304],"study_design_scores_gemma":[0.000009934127,0.0001488387,0.0005784913,0.00000351021,0.000009159439,0.00007673011,0.000005866605,0.002601295,0.994423,0.00002981636,0.002109212,0.000004154238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579492,0.002120092,0.03310223,0.0001441757,0.000110804,0.0002708747,0.0002818368,0.0003187921,0.005702016],"genre_scores_gemma":[0.9670446,0.0006294752,0.02849711,0.00004877858,0.00001307383,0.0001175082,0.0001974632,0.00003343326,0.003418664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007704686,"threshold_uncertainty_score":0.002577484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595669137295829,"score_gpt":0.2435743221916136,"score_spread":0.2276176308186553,"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."}}