{"id":"W2511541495","doi":"10.1021/acs.chemmater.5b01222","title":"Control of Ultrasmall Sub-10 nm Ligand-Functionalized Fluorescent Core–Shell Silica Nanoparticle Growth in Water","year":2015,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Fluorescence; Nanoparticle; Materials science; Quantum dot; Polyethylene glycol; Nanotechnology; Chemistry; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001409296,0.000249786,0.0008129239,0.0000386326,0.0000313535,0.00005129058,0.0003625625,0.0001535558,0.005769362],"category_scores_gemma":[0.0002959892,0.0001900163,0.00008584047,0.0000902778,0.0002182826,0.0001218819,0.0000943215,0.00003860479,0.0001922158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005749791,"about_ca_system_score_gemma":0.0000920821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002130082,"about_ca_topic_score_gemma":0.000002574674,"domain_scores_codex":[0.9975979,0.00009703168,0.001052098,0.0003936305,0.0004414198,0.0004179596],"domain_scores_gemma":[0.9986344,0.00005561789,0.0004274401,0.0004065574,0.0003079922,0.0001680007],"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":[0.001051278,0.0002479123,0.0002585159,0.0004250487,0.00001953239,0.00000936389,0.0002020251,0.0000290022,0.9973777,0.00003306211,0.0003365376,0.00001000968],"study_design_scores_gemma":[0.002444098,0.00006615145,0.0001872953,0.0000663778,0.00005154804,0.00001133157,0.00005408274,0.000005465693,0.9962575,0.0004348682,0.0002069363,0.0002142985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987094,0.00008712531,0.00001066678,0.00009316272,0.0003633044,0.000221012,0.0001984236,0.00004146672,0.0002754795],"genre_scores_gemma":[0.9992748,0.00001217654,0.00008724364,0.00003361739,0.0001338616,0.00004641084,0.0001143796,0.00002606323,0.0002714314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005577146,"threshold_uncertainty_score":0.9951395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747635185085077,"score_gpt":0.2207275263453199,"score_spread":0.2032511744944691,"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."}}