{"id":"W2003968197","doi":"10.1016/j.jconhyd.2012.09.006","title":"Modeling colloid deposition on a protein layer adsorbed to iron-oxide-coated sand","year":2012,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; National Natural Science Foundation of China; Queen's University Belfast","keywords":"Colloid; Bovine serum albumin; Chemistry; Adsorption; Deposition (geology); Chemical engineering; Chromatography; Mineralogy; Organic chemistry; Geology; Sediment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002926663,0.0006576217,0.0007025064,0.000438599,0.0008205426,0.001114013,0.0009550237,0.001994885,0.001116564],"category_scores_gemma":[0.0007904383,0.0004859188,0.0009637925,0.0003174437,0.0005617914,0.0005404565,0.0004277988,0.000521549,0.0001904807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203341,"about_ca_system_score_gemma":0.001385527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08551104,"about_ca_topic_score_gemma":0.02448005,"domain_scores_codex":[0.9998336,0.00001729548,0.000007909253,0.00003692894,0.00003836496,0.00006590042],"domain_scores_gemma":[0.9996006,0.0002151476,0.00003663036,0.00002141024,0.00007921869,0.00004705186],"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":[0.0001653774,0.000128952,0.003751876,0.00007333251,0.00004598512,0.0003320225,0.00004785167,0.9561127,0.03739264,0.000517153,0.0001162407,0.00131588],"study_design_scores_gemma":[0.00001995066,0.00005514546,0.001076431,0.000002567388,0.00001094909,0.00001569532,0.00002658656,0.9945411,0.004126321,0.00006369592,0.00005448065,0.000006990128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923306,0.0001077774,0.004257289,0.00007908258,0.00002261385,0.00005237524,0.0001426656,0.0000538009,0.002953768],"genre_scores_gemma":[0.9952183,0.0001612514,0.002476577,0.00002862617,0.000008027852,0.00002691448,0.000106442,0.0000189469,0.00195481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08551104,"threshold_uncertainty_score":0.1700266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092746392829883,"score_gpt":0.2630474308459386,"score_spread":0.2421199669176397,"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."}}