{"id":"W6959638724","doi":"10.11575/prism/dspace/41177","title":"Isolation and Characterization of Virulence Genes and Antimicrobial Resistance of Escherichia coli from Urban Stormwater","year":2022,"lang":"en","type":"other","venue":"University of Calgary","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Escherichia coli; Virulence; Antibiotic resistance; Gene; Antimicrobial; Sulfamethoxazole; Biofilm; Multiplex polymerase chain reaction; Bacterial adhesin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002785065,0.00005592073,0.0001481129,0.00001463857,0.00003497495,0.000001785309,0.00006426163,0.00008725456,0.0007852762],"category_scores_gemma":[8.750654e-7,0.00003283389,0.00002085878,0.00004406425,0.0001037572,0.00001565974,0.00006049304,0.00003337823,2.120352e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002818715,"about_ca_system_score_gemma":0.000004525668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007051983,"about_ca_topic_score_gemma":0.0006052639,"domain_scores_codex":[0.9996916,0.00003710793,0.00006295067,0.0001161798,0.00004915614,0.00004302489],"domain_scores_gemma":[0.9997931,0.0000130142,0.0001350963,0.00002683054,0.00001628604,0.00001573069],"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":[0.00005453322,0.00001580263,0.007178735,0.00002920828,0.0000101816,0.000001163134,0.0001133767,2.785763e-8,0.9899912,0.00002639863,0.00108391,0.001495444],"study_design_scores_gemma":[0.0005583271,0.0004011828,0.608752,0.0001863689,0.000135294,9.750084e-7,0.0002466908,0.00005318136,0.04185389,0.00005897426,0.34738,0.0003731394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957021,0.0004419606,0.00002138449,0.00003548393,0.00003809084,0.0000718502,0.0003340551,0.000005125519,0.003349897],"genre_scores_gemma":[0.9068121,0.006874614,0.002087855,0.00006637014,0.0001581164,2.865138e-7,0.001628374,0.00000956025,0.0823627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9481373,"threshold_uncertainty_score":0.8598224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006831122380203327,"score_gpt":0.1562973400460126,"score_spread":0.1494662176658093,"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."}}