{"id":"W2067372799","doi":"10.1111/j.1745-6584.2010.00718.x","title":"Use of Electrophoresis for Transporting Nano‐Iron in Porous Media","year":2010,"lang":"en","type":"article","venue":"Ground Water","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"Australian Research Council; U.S. Environmental Protection Agency","keywords":"Electrokinetic phenomena; Hematite; Zerovalent iron; Electrophoresis; Environmental remediation; Polymer; Porous medium; Electrokinetic remediation; Porosity; Chemical engineering; Nano-; Diffusion; Materials science; Nanoscopic scale; Chemistry; Nanotechnology; Contamination; Chromatography; Metallurgy; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001408443,0.0001013931,0.0001494576,0.0001197259,0.00001209538,0.00001279137,0.00008453758,0.0001078769,0.00002859571],"category_scores_gemma":[0.0000407054,0.00008321091,0.00004032143,0.0000713487,0.00002052033,0.0001042881,0.000004303262,0.0001396435,0.000002368327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684676,"about_ca_system_score_gemma":0.000006277658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008961785,"about_ca_topic_score_gemma":0.0003597514,"domain_scores_codex":[0.9992122,0.000006295526,0.0002853637,0.0001075579,0.0001023385,0.0002862339],"domain_scores_gemma":[0.9996958,0.00007924654,0.00002280795,0.0001411173,0.00003181213,0.00002914904],"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":[0.00001151189,0.00001172714,0.002653253,0.00004340864,0.000005963774,0.00000140129,0.0005167254,0.00005424101,0.992377,0.000128833,0.0001298221,0.00406613],"study_design_scores_gemma":[0.00017348,0.00003488245,0.009868954,0.000007364785,0.000008627153,0.000002263022,0.000005143943,0.0005054776,0.9869867,0.001033299,0.001259908,0.0001139041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979197,0.00002810266,0.001444517,0.0000442089,0.0001526872,0.0001867586,0.000004832033,0.0001549646,0.00006424451],"genre_scores_gemma":[0.9950602,0.00003350282,0.004651721,0.00001728351,0.00007118178,0.0000612718,0.0000365411,0.00003651859,0.00003178309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007215702,"threshold_uncertainty_score":0.3393243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053974033781292,"score_gpt":0.2033942299498584,"score_spread":0.1928544896120455,"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."}}