{"id":"W4293212815","doi":"10.2139/ssrn.4170523","title":"Association of Resistance to Quaternary Ammonium Compounds and Organic Acids with Genetic Markers and Their Relationship to <i>Escherichia coli</i> Serogroup","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada; Agriculture and Agri-Food Canada; University of Lethbridge","funders":"","keywords":"Escherichia coli; Ammonium; Quaternary; Chemistry; Genetics; Microbiology; Biology; Gene; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452373,0.0004254855,0.0003941269,0.0009106954,0.000253799,0.0005173906,0.0002141048,0.0005291543,0.003221152],"category_scores_gemma":[0.001329072,0.0002169264,0.0004768769,0.001122554,0.0004073129,0.0002507958,0.0003036886,0.0007792038,0.0005303745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343,"about_ca_system_score_gemma":0.0001945479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846159,"about_ca_topic_score_gemma":0.001342893,"domain_scores_codex":[0.9994324,0.0001590645,0.0000597336,0.0001692973,0.00006099963,0.0001185242],"domain_scores_gemma":[0.9974778,0.0006649308,0.001068679,0.000163306,0.000192304,0.0004330472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001383807,0.0002363031,0.9733701,0.00001791534,0.0001724638,0.0002547211,0.0003060279,0.0001100105,0.02201987,0.00006493237,0.00008993516,0.001973939],"study_design_scores_gemma":[0.00001015336,0.0004833334,0.997612,0.000006722827,0.00004389908,0.0002955293,0.0002567314,0.0001760598,0.0008713956,0.00003515941,0.0002031178,0.000005895963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993491,0.0000616279,0.00009750127,0.00001372519,0.000007471237,0.000002032566,0.0001628287,0.00000227137,0.0003034227],"genre_scores_gemma":[0.9992422,0.00002684112,0.0001014032,0.00001192961,0.000005169215,0.000002304565,0.0001207254,0.000003914385,0.0004855392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003221152,"threshold_uncertainty_score":0.01077586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00591482008480125,"score_gpt":0.1815797570615054,"score_spread":0.1756649369767042,"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."}}