{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005571832,0.000105216,0.000266669,0.0000255412,0.000035089,0.00001384526,0.0001230187,0.00006298423,0.0001267044],"category_scores_gemma":[0.0003846975,0.0001023742,0.00009614263,0.0001635757,0.0001803626,0.0001490651,0.00004582501,0.00003780627,0.00002245157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003247563,"about_ca_system_score_gemma":0.0001410121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006606383,"about_ca_topic_score_gemma":0.000005520572,"domain_scores_codex":[0.9987012,0.0001083527,0.0004377157,0.0002695896,0.0002762378,0.0002069526],"domain_scores_gemma":[0.998641,0.0004295671,0.0001753796,0.0003123871,0.0003876483,0.0000540295],"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":[0.0002190181,0.0001780803,0.0005645344,0.0001256152,0.0000143717,9.556306e-7,0.0001256745,0.0005042843,0.9940752,0.003917896,0.0001384849,0.0001358674],"study_design_scores_gemma":[0.0005335774,0.00005180779,0.0004847126,0.00002047802,0.00004920132,0.000004734916,0.0003201716,0.0003913477,0.9967752,0.001140941,0.0001257673,0.0001020769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984901,0.0004636484,0.0002435897,0.0001751125,0.0001702533,0.0001815806,0.000183184,0.00003791282,0.0000546122],"genre_scores_gemma":[0.9965777,0.00000608839,0.003024892,0.00003001418,0.00004147291,0.0000219262,0.00004206036,0.00001286523,0.0002429792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002781302,"threshold_uncertainty_score":0.4174698,"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."}}