{"id":"W2082078647","doi":"10.1021/jp037056a","title":"The Surface Chemistry of Au Colloids and Their Interactions with Functional Amino Acids","year":2004,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":433,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; National Research Council Canada; Biotechnology Research Institute","funders":"","keywords":"Chemistry; Amino acid; Amine gas treating; Carboxylate; Colloid; Dispersity; Reactivity (psychology); Alkyl; Nanoparticle; Surface charge; Functional group; Molecule; Absorption (acoustics); Particle size; Organic chemistry; Physical chemistry; Polymer; Nanotechnology; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052359,0.00008083226,0.000128242,0.000002052909,0.0002164532,0.00002852362,0.0001907699,0.00001587848,0.00003077718],"category_scores_gemma":[0.00002377074,0.00003530978,0.00005603887,0.00007196735,0.0003052931,0.00006741309,0.00003340451,0.0001241987,0.000002331859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003525554,"about_ca_system_score_gemma":0.0001059391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009636647,"about_ca_topic_score_gemma":0.000001799055,"domain_scores_codex":[0.9994784,0.00001559928,0.0001768702,0.00006353454,0.0001531365,0.0001124616],"domain_scores_gemma":[0.9992175,0.000263938,0.0001998132,0.0001518956,0.0001077317,0.00005909823],"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":[0.00007811728,0.0001066355,0.00005844236,0.00001094129,0.00001686809,2.354025e-7,0.0003080303,0.0009110278,0.9982479,0.00009822325,0.00003262424,0.0001310171],"study_design_scores_gemma":[0.0002410104,0.00003084302,0.000626355,0.00003401997,0.00003263922,0.0000567379,0.0008121973,0.00005790981,0.9970332,0.0006420665,0.0003870321,0.00004592726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984177,0.00005484819,0.000127696,0.0007975075,0.00001523494,0.00002819085,0.000008589349,0.000004286059,0.0005458939],"genre_scores_gemma":[0.9995996,0.00001148228,0.0000368203,0.000009575661,0.0001749831,0.000001608279,3.856762e-7,0.000004778318,0.000160736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001214576,"threshold_uncertainty_score":0.1664805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009989088274857732,"score_gpt":0.2180632720079249,"score_spread":0.2080741837330672,"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."}}