{"id":"W2331970223","doi":"10.1021/am300809q","title":"Polyvinylpyrrolidone Molecular Weight Controls Silica Shell Thickness on Au Nanoparticles with Diglycerylsilane as Precursor","year":2012,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Polyvinylpyrrolidone; Materials science; Colloidal gold; Nanoparticle; Silane; Chemical engineering; Nanotechnology; Polymer chemistry; Composite material","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":[0.0002590392,0.0006473581,0.0002124319,0.00020018,0.0001742689,0.000280964,0.0003079236,0.0002837821,0.0007393158],"category_scores_gemma":[0.0003628619,0.0003585402,0.0001971536,0.0001855317,0.0002917631,0.0002328593,0.0002269669,0.0003352881,0.00046373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354191,"about_ca_system_score_gemma":0.0002240439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006328271,"about_ca_topic_score_gemma":0.001332748,"domain_scores_codex":[0.9997578,0.00002870178,0.00003038615,0.00008634706,0.00006557021,0.00003116393],"domain_scores_gemma":[0.9996532,0.00009985935,0.0001239353,0.0000403119,0.00005915477,0.00002353732],"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":[0.00001704105,0.000005194254,0.00001498232,0.00001408958,0.000001115664,0.000008165212,0.00001302983,0.00003983304,0.9995679,0.00002012833,0.000008687729,0.0002897889],"study_design_scores_gemma":[0.000002291068,0.00002142973,0.0001095535,5.706381e-7,0.000001807686,0.00001077789,0.000001959434,0.0002709161,0.9993174,0.000005166657,0.0002566925,0.000001501059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774283,0.0007316337,0.01802094,0.00006369156,0.00004723919,0.0000913358,0.000178287,0.0005701464,0.002868498],"genre_scores_gemma":[0.9632896,0.0008624357,0.03249663,0.00005491197,0.00001195273,0.0001084,0.000193702,0.0002013435,0.002780996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007393158,"threshold_uncertainty_score":0.002569795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063689763820909,"score_gpt":0.2265025081026757,"score_spread":0.2174388183388548,"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."}}