{"id":"W4283269879","doi":"10.1016/j.jconhyd.2022.104046","title":"Transport and targeted binding of Pluronic-coated nanoparticles in unsaturated porous media","year":2022,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Saturation (graph theory); Chemistry; Chemical engineering; Porous medium; Enhanced oil recovery; Nanoparticle; Porosity; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001640273,0.0002220047,0.0001733867,0.0001290088,0.0002407448,0.0003722189,0.0002474413,0.000265844,0.0005803873],"category_scores_gemma":[0.0002112411,0.0001311418,0.0001961032,0.0001056571,0.0002031246,0.0003616304,0.0002158518,0.000300924,0.0001992095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470748,"about_ca_system_score_gemma":0.0003583159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006063384,"about_ca_topic_score_gemma":0.003945716,"domain_scores_codex":[0.9998822,0.00001244265,0.000005384325,0.00003149375,0.00002147714,0.00004701178],"domain_scores_gemma":[0.9999174,0.00003329558,0.00001597523,0.000006221919,0.00001719889,0.000009914126],"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":[0.0001174449,0.00001369315,0.0001165093,0.00002643502,0.000004466099,0.00003192856,0.00003266095,0.0005237729,0.9980271,0.0002387072,0.00004127247,0.0008258172],"study_design_scores_gemma":[0.000005373136,0.0001049307,0.0005323084,0.000002433166,0.000005989703,0.00002264417,0.00003218883,0.005736895,0.9930834,0.00003527112,0.0004316997,0.000006916061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996348,0.000235605,0.002446072,0.00002820141,0.000007480052,0.000007069568,0.00006068259,0.00002322379,0.0008437732],"genre_scores_gemma":[0.9961655,0.000201125,0.001413219,0.00001524789,0.000002864853,0.000007556332,0.00009542051,0.00001357305,0.002085575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006063384,"threshold_uncertainty_score":0.01205617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005774823464606068,"score_gpt":0.2014929859910654,"score_spread":0.1957181625264593,"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."}}