{"id":"W2061292006","doi":"10.1021/la047193e","title":"Gold Nanoparticle/Polymer Nanocomposites:  Dispersion of Nanoparticles as a Function of Capping Agent Molecular Weight and Grafting Density","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Polymer; Polystyrene; Materials science; Wetting; Nanoparticle; Dispersion (optics); Chemical engineering; Polymer chemistry; Colloidal gold; Polymer nanocomposite; Nanocomposite; Polymerization; Dispersion polymerization; Composite material; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000266593,0.0005383703,0.0002795871,0.0002589636,0.0001670115,0.0002303338,0.0002817113,0.0003972839,0.0007283652],"category_scores_gemma":[0.0005365394,0.0002569043,0.0001620117,0.0003291273,0.0002139944,0.0003257478,0.0001888173,0.0005899654,0.0002361221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274425,"about_ca_system_score_gemma":0.0001800568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009282053,"about_ca_topic_score_gemma":0.001566348,"domain_scores_codex":[0.9997496,0.00002482793,0.0000266181,0.00007719573,0.00008687266,0.00003493026],"domain_scores_gemma":[0.9995789,0.0001787743,0.00007553049,0.00003154753,0.0000820701,0.00005311345],"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":[0.00005845332,0.00001902908,0.00006436497,0.0000337663,0.000003641665,0.00002131008,0.00002501037,0.0001164669,0.9987057,0.00001605017,0.00001106398,0.0009249417],"study_design_scores_gemma":[0.000003085872,0.0001405363,0.0004900997,0.000002461427,0.000005159749,0.00001830684,0.000005112837,0.00068789,0.9984552,0.000008608898,0.0001813413,0.000002217727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934596,0.0009018732,0.003735689,0.00004103347,0.00001761874,0.00003563975,0.0001658377,0.0002043466,0.001438369],"genre_scores_gemma":[0.9902539,0.0006277724,0.00677277,0.00002684583,0.000009729159,0.00005146696,0.0002466487,0.00005801582,0.001952861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009282053,"threshold_uncertainty_score":0.002436638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083658811574407,"score_gpt":0.240333879483298,"score_spread":0.2294972913675539,"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."}}