{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002198705,0.0004239565,0.0002604272,0.0002172965,0.0002076719,0.0002937633,0.0003296369,0.0004354624,0.00116476],"category_scores_gemma":[0.0001828409,0.0001988842,0.0002415875,0.0001578602,0.0002332962,0.000182396,0.0002529084,0.000431856,0.0009404141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006584743,"about_ca_system_score_gemma":0.0002427683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705221,"about_ca_topic_score_gemma":0.001647451,"domain_scores_codex":[0.9997965,0.00002373357,0.00001638245,0.00006116978,0.00006908011,0.00003316979],"domain_scores_gemma":[0.9999335,0.00001225541,0.00001374814,0.000009724585,0.00002201914,0.00000877961],"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":[0.0000197687,0.00001319621,0.00002707849,0.00007960087,0.000004495097,0.00003306236,0.0000250556,0.0002392263,0.9956034,0.0009120243,0.0002313986,0.002811562],"study_design_scores_gemma":[0.000006979419,0.00004103386,0.00007403598,0.00000443751,0.0000032563,0.00003455015,0.000005457423,0.001148012,0.9919316,0.0001091094,0.00663791,0.000003578844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7740402,0.005895644,0.1785578,0.0006983103,0.0005849577,0.0009582159,0.00182427,0.001776976,0.03566359],"genre_scores_gemma":[0.9099025,0.002090531,0.06900851,0.0001585831,0.00002106923,0.0004086733,0.0006952048,0.0001824638,0.01753253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116476,"threshold_uncertainty_score":0.004777551,"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."}}