{"id":"W7096233286","doi":"","title":"SURFACE FUNCTIONALIZATION AND BIOCONJUGATION OF NANOPARTICLES FOR BIOMEDICAL APPLICATIONS","year":2014,"lang":"en","type":"article","venue":"","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioconjugation; Surface modification; Nanoparticle; Inclusion (mineral); Nanobiotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008361077,0.00003245252,0.00004713768,0.00003797574,0.00003688542,0.00000472713,0.00003565863,0.00004304026,0.00001272565],"category_scores_gemma":[0.00002065152,0.00003015103,0.000009532488,0.00014523,0.00007147287,0.00003134313,0.000006957713,0.00002018684,0.000005794394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005204984,"about_ca_system_score_gemma":0.000004847467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001525244,"about_ca_topic_score_gemma":0.000001945387,"domain_scores_codex":[0.9997225,0.000003814658,0.00009302824,0.0000644562,0.00004620997,0.00007003126],"domain_scores_gemma":[0.9997679,0.00007235152,0.00001030398,0.00007796082,0.00004030183,0.00003116272],"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":[0.000002581813,0.00002354895,0.0003323151,0.00005972775,0.00001080956,2.8653e-9,0.000008770101,0.0007362984,0.8095246,0.1677041,0.001046386,0.02055089],"study_design_scores_gemma":[0.0005315619,0.00007847081,0.0008046099,0.00000667341,0.00001351475,0.00000157567,0.00004246223,0.212111,0.6414438,0.02923499,0.1156203,0.0001111407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1822441,0.000068831,0.8165944,0.0003661587,0.000009980521,0.0002778425,0.00001134239,0.0001323265,0.0002950763],"genre_scores_gemma":[0.9908583,0.00002431173,0.008840031,0.000009108984,0.0000174182,0.0001602509,0.00003373812,0.000005765688,0.00005110263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8086142,"threshold_uncertainty_score":0.1229523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009283884161363774,"score_gpt":0.2419772125843663,"score_spread":0.2326933284230025,"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."}}