{"id":"W3184118031","doi":"10.3390/molecules26154585","title":"Photochemical Synthesis of Gold and Silver Nanoparticles—A Review","year":2021,"lang":"en","type":"review","venue":"Molecules","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nanotechnology; Nanomaterials; Reagent; Nanoparticle; Colloidal gold; Catalysis; Materials science; Noble metal; Chemistry; Organic chemistry","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":[0.0003840214,0.001301865,0.0009749472,0.002483578,0.0003177495,0.0007058457,0.0006941443,0.0008346448,0.002219586],"category_scores_gemma":[0.0003201239,0.0005219514,0.0004415794,0.00253981,0.0003935015,0.001356233,0.0006171833,0.001254491,0.002170109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614851,"about_ca_system_score_gemma":0.0007470994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181548,"about_ca_topic_score_gemma":0.001807049,"domain_scores_codex":[0.9998429,0.00001739535,0.00002070408,0.00004134701,0.00005616515,0.00002150306],"domain_scores_gemma":[0.9998847,0.00004411619,0.0000216508,0.000006098858,0.0000319925,0.00001138138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005678409,0.0001860636,0.0001388573,0.03460229,0.00009942659,0.0002886147,0.0001136173,0.0009353501,0.0147438,0.01106717,0.03422664,0.9035413],"study_design_scores_gemma":[0.000005901512,0.0001258908,0.0003528393,0.001543767,0.00005146956,0.0007870743,0.00003224198,0.0001390858,0.004552342,0.001461318,0.9909275,0.00002066798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002770684,0.9972593,0.0003759624,0.0001032369,0.0002497821,0.000009295649,0.00002107644,0.00001304479,0.001691272],"genre_scores_gemma":[0.001410821,0.9966061,0.0004600901,0.0001245401,0.0001338675,0.00001447206,0.00004289563,0.000003557813,0.001203604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002483578,"threshold_uncertainty_score":0.007425249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204561074612326,"score_gpt":0.3061237345407387,"score_spread":0.2740781237946154,"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."}}