{"id":"W2091618595","doi":"10.1021/jp904884y","title":"Multiphysics Flow Modeling and in Vitro Toxicity of Iron Oxide Nanoparticles Coated with Poly(vinyl alcohol)","year":2009,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vinyl alcohol; Nanoparticle; Nanotechnology; Computer science; Chemistry; Nuclear chemistry; Materials science; 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":[0.0002230094,0.0004495997,0.0002624825,0.0004008292,0.000215394,0.0003840884,0.0002881965,0.0007216347,0.0004633399],"category_scores_gemma":[0.0004851491,0.000244692,0.0005211969,0.0001205334,0.0003137408,0.0003576988,0.0001711472,0.000270621,0.0001138609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007872562,"about_ca_system_score_gemma":0.0004597983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007093197,"about_ca_topic_score_gemma":0.002309147,"domain_scores_codex":[0.9999412,0.00001032994,0.000002614847,0.00001159741,0.00002147116,0.00001278585],"domain_scores_gemma":[0.9998454,0.0000719025,0.0000324038,0.00001064925,0.00002890758,0.00001062874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006560348,0.00009321051,0.00112902,0.00003618086,0.00001407978,0.00008395465,0.0000412073,0.9044248,0.08995131,0.00112192,0.00007140655,0.002967366],"study_design_scores_gemma":[0.00000289982,0.00001465866,0.0001763109,0.000001127116,0.000001782052,0.000005940428,0.000002748509,0.9947802,0.004878108,0.00006554659,0.0000687949,0.000002001804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265978,0.0005340822,0.06857114,0.0001976167,0.00005163237,0.00005433349,0.00009837333,0.0001758105,0.003719288],"genre_scores_gemma":[0.9878539,0.0002963014,0.009132765,0.00003274265,0.000009754341,0.00004789922,0.0000858182,0.00003098947,0.00250988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007093197,"threshold_uncertainty_score":0.01410383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004788105931756163,"score_gpt":0.1960251521606282,"score_spread":0.191237046228872,"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."}}