{"id":"W2163924126","doi":"10.1139/w04-097","title":"Fate of<i>Escherichia coli</i>O157:H7 in irrigation water on soils and plants as validated by culture method and real-time PCR","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Rhizosphere; Phyllosphere; Soil water; Biology; Escherichia coli; Contamination; Irrigation; Soil microbiology; Botany; Agronomy; Bacteria; Ecology; Gene; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003790798,0.000359974,0.00034851,0.0001796728,0.0001502966,0.0006078548,0.0003791656,0.0004519708,0.0004026518],"category_scores_gemma":[0.0003612696,0.0001598072,0.0002298808,0.0002746371,0.0003037699,0.0003624916,0.0002562108,0.0003625963,0.0002343594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811176,"about_ca_system_score_gemma":0.0001981559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199224,"about_ca_topic_score_gemma":0.001403952,"domain_scores_codex":[0.9995158,0.00008873722,0.00003423028,0.0001323726,0.0001534156,0.00007540963],"domain_scores_gemma":[0.9996488,0.00008677299,0.0001104632,0.00002655141,0.0001065898,0.00002083118],"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":[0.00004628944,0.00002732143,0.003253315,0.00004450182,0.000004209385,0.00001976246,0.00003765542,0.0000884988,0.9949421,0.00001708983,0.00001358953,0.001505709],"study_design_scores_gemma":[0.000006141394,0.0005027392,0.02768732,0.0000163484,0.00002068511,0.00008967018,0.0001860909,0.002186597,0.968652,0.0000442032,0.0005949782,0.00001314814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933811,0.0003860797,0.00505614,0.00003815938,0.00000844882,0.00004628664,0.0003626368,0.00003697409,0.0006840918],"genre_scores_gemma":[0.9833339,0.001023171,0.01288913,0.0001018706,0.00001006746,0.000172903,0.001148921,0.00002667787,0.001293366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001199224,"threshold_uncertainty_score":0.002384543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008208987179175118,"score_gpt":0.2538078668485702,"score_spread":0.245598879669395,"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."}}