{"id":"W840264840","doi":"10.1371/journal.pone.0130038","title":"Persistence of Pathogenic and Non-Pathogenic Escherichia coli Strains in Various Tropical Agricultural Soils of India","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics","keywords":"Latosol; Biology; Soil water; Veterinary medicine; Persistence (discontinuity); Tropical climate; Biotechnology; Ecology","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":[0.0001190316,0.0002451153,0.0002029401,0.0007115663,0.0003648347,0.000744324,0.0002498235,0.0001919314,0.0003921552],"category_scores_gemma":[0.0002386473,0.0001410979,0.0002143485,0.000852027,0.0002960872,0.0002386357,0.0003830912,0.0002059605,0.0001333274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574849,"about_ca_system_score_gemma":0.0004683901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01750522,"about_ca_topic_score_gemma":0.02149836,"domain_scores_codex":[0.9997707,0.00002344729,0.00003288998,0.00005990171,0.00005461009,0.00005851933],"domain_scores_gemma":[0.9996662,0.00005732874,0.00009853012,0.00002380432,0.000102506,0.00005165379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008607985,0.0002658359,0.6059465,0.0004106845,0.0001013002,0.00206212,0.003734799,0.0006517309,0.3668025,0.0002539074,0.0002975229,0.01861229],"study_design_scores_gemma":[0.000004938319,0.0006144971,0.9747165,0.00002083223,0.00006011654,0.001090121,0.003761712,0.0002981252,0.01831231,0.00005017505,0.001046699,0.00002403386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991741,0.00009339109,0.00006554504,0.00001347225,0.000002445551,0.00000612175,0.0002153861,0.000004258044,0.0004252706],"genre_scores_gemma":[0.9987663,0.0002700078,0.0001652843,0.00001646307,0.000002534559,0.000007747758,0.0003375907,0.000002460912,0.0004316367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01750522,"threshold_uncertainty_score":0.03480667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06833931669718026,"score_gpt":0.2713767333782476,"score_spread":0.2030374166810674,"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."}}