{"id":"W2005588813","doi":"10.1002/adfm.201100320","title":"Serum Protein Controlled Nanoparticle Synthesis","year":2011,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Amorphous solid; Materials science; Crystallization; Nanoparticle; Aqueous solution; Nanotechnology; Colloidal gold; Chemical engineering; Biomineralization; Biophysics; Crystallography; Chemistry; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002087711,0.0001038815,0.0001689449,0.00002174022,0.00009444613,0.00001885369,0.00007418121,0.00003770016,0.0726226],"category_scores_gemma":[0.0001124588,0.00008597712,0.00003555345,0.00007830832,0.00005692407,0.0002987909,0.0000353234,0.0000234995,0.002099395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003636122,"about_ca_system_score_gemma":0.000005613415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003659798,"about_ca_topic_score_gemma":0.000009984517,"domain_scores_codex":[0.9991361,0.00007747974,0.0002629434,0.000196592,0.0001743287,0.0001525158],"domain_scores_gemma":[0.9996607,0.00003198767,0.000097915,0.000137706,0.0000151335,0.00005655814],"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":[0.000410851,0.00005480509,0.0001862796,0.000002258718,0.000006494999,0.000001225732,0.00004717298,0.00001794293,0.9956391,0.002174075,0.0006606524,0.000799165],"study_design_scores_gemma":[0.0006325283,0.00005273949,0.01088127,0.000005776621,0.000006791092,0.000002298815,0.00001644259,0.00001594374,0.9835873,0.003206308,0.001480707,0.0001119462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816665,0.000004559118,0.000908841,0.0001045179,0.0001719323,0.000485566,0.00001263345,0.0001618476,0.01648362],"genre_scores_gemma":[0.9908404,0.000002575867,0.003925463,0.0002871698,0.0000272064,0.00067692,0.00000440904,0.00001141547,0.004224417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07052321,"threshold_uncertainty_score":0.9986776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221251889474742,"score_gpt":0.2186615704875487,"score_spread":0.1964490515928012,"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."}}