{"id":"W2408989558","doi":"10.2134/jeq2005.0581","title":"Resuspension of Sediment‐Associated <i>Escherichia coli</i> in a Natural Stream","year":2005,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Norsk Romsenter","keywords":"Hydrology (agriculture); Sediment; Environmental science; Storm; Bacteria; TRACER; Geology; Oceanography; Geomorphology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001797106,0.0001472431,0.0003442372,0.00004978035,0.00004080141,0.000009811361,0.0002258285,0.00008554873,0.001271328],"category_scores_gemma":[0.0000987723,0.0001257293,0.0001466342,0.0001464881,0.0002075835,0.0003989694,0.000128346,0.0003190989,0.00005574575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017383,"about_ca_system_score_gemma":0.00001044861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001379434,"about_ca_topic_score_gemma":0.0002016336,"domain_scores_codex":[0.9974,0.000470682,0.001025085,0.0001753086,0.0007113073,0.0002175845],"domain_scores_gemma":[0.9988725,0.0001134673,0.0007289964,0.0001642829,0.000006457552,0.0001142749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003263605,0.001862492,0.41001,0.00001108525,0.00003572557,0.00001534972,0.001248402,0.0004371285,0.5770408,0.00003699307,0.0005615793,0.008414085],"study_design_scores_gemma":[0.001531313,0.0001600665,0.9674402,0.00002536737,0.00001360013,0.000003987796,0.0002788436,0.0001616883,0.02819384,0.0001150399,0.001933593,0.0001424321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982165,0.00008606195,0.00001505043,0.0004568701,0.0001107255,0.0001208583,0.00001710631,0.00000519394,0.0009716939],"genre_scores_gemma":[0.9986132,0.00003279857,0.0005436579,0.0004113733,0.00003304767,0.000001033179,0.000006684573,0.000009045464,0.0003491305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5574302,"threshold_uncertainty_score":0.9996417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510729274643318,"score_gpt":0.2633474876100958,"score_spread":0.2482401948636626,"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."}}