{"id":"W2058186907","doi":"10.1021/ja404341r","title":"Structural Transitions in Nanoparticle Assemblies Governed by Competing Nanoscale Forces","year":2013,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Chemistry; Nanoscopic scale; Nanostructure; Polymer; Nanoparticle; Nanotechnology; Chemical physics; Yield (engineering); Self-assembly; Organic chemistry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001688555,0.0001648957,0.0001606717,0.0002153966,0.000287363,0.0003883937,0.000250974,0.000303169,0.0005817389],"category_scores_gemma":[0.0004490362,0.0002400812,0.0001624067,0.00007911707,0.0006325018,0.0004058908,0.0002344184,0.0003403254,0.0001476415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162835,"about_ca_system_score_gemma":0.0001806661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003254598,"about_ca_topic_score_gemma":0.0006152164,"domain_scores_codex":[0.9998572,0.0000192663,0.000006976716,0.00003711968,0.00004389315,0.00003548699],"domain_scores_gemma":[0.999822,0.00007885863,0.00003966891,0.00001093416,0.00001950911,0.00002908499],"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":[0.0000764611,0.00003068104,0.0008433891,0.00003269501,0.000009753439,0.0001129469,0.0001070072,0.002958652,0.9898617,0.003517382,0.00008703881,0.002362238],"study_design_scores_gemma":[0.00005008725,0.0002346478,0.004699307,0.00000695712,0.00001485342,0.000167083,0.0000983356,0.06607009,0.9239257,0.003379481,0.001325357,0.00002799151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954574,0.0001614745,0.002851517,0.00005635786,0.00000924677,0.000004821979,0.00001267115,0.0000541483,0.001392297],"genre_scores_gemma":[0.9990658,0.00004040018,0.0006185826,0.00001620208,0.000002762001,0.000005657787,0.00001058921,0.000006423047,0.0002335844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005817389,"threshold_uncertainty_score":0.003020346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179217342983933,"score_gpt":0.2320739844661626,"score_spread":0.2228947671231787,"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."}}