{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000228575,0.0002039947,0.0004175218,0.00004332383,0.00008955827,0.0000400408,0.0007735644,0.0002811234,0.001268637],"category_scores_gemma":[0.0006689327,0.0001749717,0.00008094646,0.0002707066,0.0002889263,0.0001300622,0.0001721178,0.000137323,0.0002804792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004145193,"about_ca_system_score_gemma":0.00006838715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001075908,"about_ca_topic_score_gemma":0.000009906228,"domain_scores_codex":[0.9981886,0.00005592885,0.0005466101,0.0004213253,0.0002377418,0.0005498478],"domain_scores_gemma":[0.9983267,0.0003753332,0.0001975726,0.0008626167,0.0001303298,0.0001074071],"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":[0.0000484752,0.0002109848,0.00004469564,0.00002309434,0.00001047858,7.56996e-7,0.00002685293,0.000001286632,0.9944389,0.001120502,0.001120504,0.002953485],"study_design_scores_gemma":[0.0003444949,0.0001339311,0.00002696563,0.00001783865,0.0000265134,0.000005675703,0.0001094382,0.0001020962,0.9969065,0.001410978,0.0007198205,0.0001957064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961262,0.00009452931,0.00002455548,0.002836598,0.00003459887,0.0002953043,0.00009003015,0.0002443572,0.0002537636],"genre_scores_gemma":[0.9980482,0.00003662121,0.001469446,0.000054012,0.00001064712,0.0002652573,0.000003166383,0.00002423408,0.00008834029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002782586,"threshold_uncertainty_score":0.9996443,"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."}}