{"id":"W7002126430","doi":"","title":"Modeling microorganism transport in riverbank filtration systems","year":2008,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"MODFLOW; Groundwater; Inflow; Groundwater flow; Filtration (mathematics); Hydrology (agriculture); Outflow; Plume; Subsurface flow","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":[0.0001938163,0.0005642152,0.0005618645,0.0005075405,0.0005576236,0.0007926361,0.0006342965,0.001067671,0.000942382],"category_scores_gemma":[0.0004557254,0.0002929433,0.0007049594,0.0005087061,0.0003387149,0.0004125166,0.0004321204,0.0003004662,0.0001027783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394894,"about_ca_system_score_gemma":0.001282037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1185119,"about_ca_topic_score_gemma":0.03406827,"domain_scores_codex":[0.9999028,0.00001913169,0.000006462345,0.00002750957,0.00001239455,0.00003168033],"domain_scores_gemma":[0.9998331,0.0000722039,0.00002904755,0.000007887714,0.00003655143,0.00002109224],"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":[0.0000256936,0.00003454305,0.004890734,0.0000131939,0.00001140966,0.00006676214,0.00002914392,0.9909033,0.002752286,0.0002804555,0.0000654606,0.0009269531],"study_design_scores_gemma":[0.000008834251,0.000021455,0.001094077,0.000001656276,0.000006265551,0.000007976218,0.000022497,0.9980822,0.0005378385,0.00008073392,0.0001312761,0.000005196519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900102,0.00005025852,0.007573259,0.00006037433,0.000006906175,0.00003608611,0.0004109828,0.0001287952,0.001722929],"genre_scores_gemma":[0.9951758,0.00006635288,0.003246219,0.00001343564,0.000002231237,0.0000465665,0.0002895957,0.00001484471,0.001144983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185119,"threshold_uncertainty_score":0.2356441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972787237001559,"score_gpt":0.2263445279091074,"score_spread":0.2066166555390918,"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."}}