{"id":"W2124990807","doi":"10.1088/0957-4484/24/24/245604","title":"Synthesis of surfactant-free electrostatically stabilized gold nanoparticles by plasma-induced liquid chemistry","year":2013,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; University of Limerick; Queen's University Belfast; Ulster University; Cardiff University","keywords":"Materials science; Nucleation; Colloidal gold; Nanoparticle; Transmission electron microscopy; Chemical engineering; Hydrogen peroxide; Aqueous solution; Reducing agent; Plasma; Ultraviolet visible spectroscopy; Spectroscopy; Particle size; Pulmonary surfactant; Particle (ecology); Nanotechnology; Organic chemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765688,0.0003574053,0.0002671757,0.000240894,0.000141819,0.0002672832,0.0003444087,0.0004361547,0.0008431748],"category_scores_gemma":[0.000239408,0.0002257551,0.0003152316,0.0001906591,0.0001608103,0.0002789483,0.0002394464,0.00034834,0.0005376895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379886,"about_ca_system_score_gemma":0.000260209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004733816,"about_ca_topic_score_gemma":0.0008241726,"domain_scores_codex":[0.9998751,0.00001616933,0.00001561575,0.00002858107,0.00004664813,0.00001800108],"domain_scores_gemma":[0.9999087,0.00002032503,0.00002158576,0.000009394762,0.00002666177,0.00001331538],"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":[0.000009027157,0.000005617333,0.00001421098,0.00003643291,0.00000258833,0.00003040997,0.000009360039,0.00008304109,0.9984101,0.0001122652,0.00002738366,0.001259517],"study_design_scores_gemma":[0.00000895469,0.00004160156,0.00008385164,0.000001942346,0.000003837996,0.00004525067,0.000003643645,0.001175331,0.9974844,0.00004873186,0.001099769,0.000002683048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913488,0.002944249,0.07591415,0.0003144692,0.0001689614,0.0002166342,0.0003253303,0.0008313456,0.00579678],"genre_scores_gemma":[0.9553803,0.001180995,0.03750171,0.0001189059,0.00002068059,0.0001110427,0.0003272116,0.0001193273,0.005239754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008431748,"threshold_uncertainty_score":0.002820671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007872583327637737,"score_gpt":0.2100241534002308,"score_spread":0.202151570072593,"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."}}