{"id":"W6921853312","doi":"10.1021/es202833k.s001","title":"Transport Behavior of\\nSelected Nanoparticles with\\ndifferent Surface Coatings in Granular Porous Media coated with <i>Pseudomonas aeruginosa</i> Biofilm","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Particle (ecology); Electrokinetic phenomena; Biofilm; Nanoparticle; Particle size; Porous medium; Particle aggregation; Extracellular polymeric substance; Porosity","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":[0.0002021707,0.000273257,0.0002696706,0.0001426341,0.0001881458,0.000463383,0.0002397943,0.0002164076,0.0006442834],"category_scores_gemma":[0.0001868782,0.0001752877,0.0002312056,0.0001639403,0.0002008463,0.0002090849,0.0001864518,0.000308267,0.0001971993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005943825,"about_ca_system_score_gemma":0.0003498054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128053,"about_ca_topic_score_gemma":0.01074068,"domain_scores_codex":[0.9998124,0.00001367592,0.0000166056,0.00005682439,0.00004117678,0.00005942437],"domain_scores_gemma":[0.9998702,0.00003990418,0.00002701342,0.0000114067,0.00003117896,0.00002021846],"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":[0.00005725443,0.00001512886,0.0003023077,0.00001986336,0.000003907875,0.0000175539,0.00002910845,0.0001543308,0.9988037,0.00002903038,0.00002498607,0.000542775],"study_design_scores_gemma":[0.000006850354,0.0001973924,0.004127966,0.000005177145,0.00001004813,0.00001987539,0.00007421483,0.003441412,0.991732,0.000009657701,0.0003629756,0.00001239758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985846,0.00008809376,0.0006776345,0.00001990415,0.00000925862,0.00000960938,0.0001732114,0.00002809195,0.0004095342],"genre_scores_gemma":[0.9946626,0.0002718256,0.002718394,0.00002858536,0.000005055104,0.00002966285,0.0004067772,0.00001862432,0.001858362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128053,"threshold_uncertainty_score":0.02242976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872185805212605,"score_gpt":0.215617480082756,"score_spread":0.1968956220306299,"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."}}