{"id":"W2067740275","doi":"10.1016/j.watres.2011.12.033","title":"Transport of two metal oxide nanoparticles in saturated granular porous media: Role of water chemistry and particle coating","year":2011,"lang":"en","type":"article","venue":"Water Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Nanoparticle; Dynamic light scattering; Chemical engineering; Materials science; Coating; Particle (ecology); Porosity; Scanning electron microscope; Ionic strength; Oxide; Particle size; Nanotechnology; Chemistry; Composite material; Metallurgy; Aqueous solution; 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":[0.0001655219,0.0001863247,0.0001832582,0.0001517383,0.0001970283,0.0005580224,0.0002527464,0.0003135611,0.0003745067],"category_scores_gemma":[0.000367168,0.0001229202,0.000189719,0.00009970473,0.0002940356,0.000352069,0.0002156061,0.0002464292,0.00008326776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571276,"about_ca_system_score_gemma":0.0003007694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004601257,"about_ca_topic_score_gemma":0.002156235,"domain_scores_codex":[0.9998935,0.00001138987,0.000005607114,0.00002945116,0.00001804528,0.00004198628],"domain_scores_gemma":[0.9998547,0.00007132688,0.00002656891,0.000009656303,0.00002062628,0.00001711476],"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":[0.0006726598,0.00004196583,0.001164364,0.00006539912,0.00001250614,0.0001112772,0.00007465909,0.001113463,0.9936938,0.0005191448,0.00007245322,0.002458406],"study_design_scores_gemma":[0.00004839274,0.0003507955,0.002063384,0.000004401918,0.00001840356,0.00004848194,0.0001122069,0.02461779,0.9720829,0.0001701872,0.0004668948,0.00001607576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988539,0.00007017319,0.0007049367,0.000023829,0.000007873694,0.000003689267,0.00002676973,0.000008169127,0.0003006974],"genre_scores_gemma":[0.998764,0.00005092627,0.0006318311,0.000007745126,0.00000247395,0.000002096675,0.00003770127,0.000004263252,0.0004989763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004601257,"threshold_uncertainty_score":0.009148955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05460286102010814,"score_gpt":0.2944600436167769,"score_spread":0.2398571825966687,"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."}}