{"id":"W3208987019","doi":"10.1007/s12633-021-01477-7","title":"Chemical Functionalities of 3-aminopropyltriethoxy-silane for Surface Modification of Metal Oxide Nanoparticles","year":2021,"lang":"en","type":"article","venue":"Silicon","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Silanization; Materials science; Surface modification; Silane; Catalysis; Nanoparticle; Oxide; Nanotechnology; Silanes; Drug delivery; Metal; Chemical modification; Chemical engineering; Organic chemistry; Polymer chemistry; Chemistry; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001369102,0.0003206995,0.00009465359,0.0001498728,0.0001090627,0.00009407724,0.0001957408,0.000283231,0.001143878],"category_scores_gemma":[0.00009720444,0.0001214457,0.0001909291,0.00007007128,0.0001447936,0.0001611192,0.0001198752,0.0002606828,0.0003041496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133254,"about_ca_system_score_gemma":0.0001229215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001972672,"about_ca_topic_score_gemma":0.0004154468,"domain_scores_codex":[0.9999305,0.00001131657,0.000004762323,0.00001438299,0.0000213149,0.00001773773],"domain_scores_gemma":[0.9999529,0.00001248138,0.00001706277,0.000004068126,0.000006979286,0.000006426433],"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":[0.00003421697,0.000005311039,0.00001843984,0.00002882133,0.000002540141,0.00003063038,0.000008440491,0.00006232392,0.9991196,0.00009399886,0.00002399961,0.0005718496],"study_design_scores_gemma":[0.000005482773,0.00008547938,0.0003660354,0.000002348676,0.000004283211,0.00006729808,0.000005947034,0.0005843965,0.9980791,0.00002299352,0.0007738014,0.000002864362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849332,0.001727566,0.008327473,0.0001185812,0.00006192647,0.00002760742,0.00008164463,0.0001161779,0.004605934],"genre_scores_gemma":[0.9950624,0.0005587651,0.002574815,0.00005654488,0.00001445068,0.00001803677,0.0000873577,0.0000131258,0.001614405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001143878,"threshold_uncertainty_score":0.003826618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229078018169908,"score_gpt":0.2634910245975433,"score_spread":0.2312002444158442,"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."}}