{"id":"W4391211409","doi":"10.3390/microorganisms12020243","title":"Relationship between Desiccation Tolerance and Biofilm Formation in Shiga Toxin-Producing Escherichia coli","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Beef Cattle Research Council","keywords":"Desiccation; Biofilm; Escherichia coli; Microbiology; Antimicrobial; Biology; Relative humidity; Food science; Desiccation tolerance; Bacteria; Botany; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002342828,0.0001205913,0.00009820551,0.00005891496,0.00006928427,0.0000762109,0.00009845102,0.0001403388,0.000006114334],"category_scores_gemma":[0.00006177538,0.0001288895,0.00002402967,0.0001885331,0.00003902889,0.00002234355,0.0000939514,0.00009536868,0.00002102775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004963582,"about_ca_system_score_gemma":0.00004050505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146867,"about_ca_topic_score_gemma":0.000031868,"domain_scores_codex":[0.9991612,0.00005486477,0.0002348314,0.0003304284,0.00006034398,0.0001583285],"domain_scores_gemma":[0.9996472,0.00002396844,0.00003994256,0.0002282726,0.00002396327,0.00003667242],"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":[0.00001342082,0.000006724707,0.02686239,0.00006857403,0.000006609213,0.000001650234,0.0003958179,0.0000149915,0.9712422,0.0001653973,0.0001654253,0.001056793],"study_design_scores_gemma":[0.0001784815,0.00005499131,0.1283292,0.00003394441,0.00001284669,0.00001212494,0.00005036093,0.00004992998,0.86773,0.0003205393,0.003076434,0.000151092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915249,0.001666232,0.005866345,0.0003437408,0.0001922261,0.0002035567,0.00001898144,0.0000322914,0.0001516795],"genre_scores_gemma":[0.9954387,0.00003747674,0.003745966,0.0001382641,0.0002238903,0.00001598729,0.0001899193,0.00002705763,0.0001827256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035122,"threshold_uncertainty_score":0.5255963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671030774329561,"score_gpt":0.3019509394458945,"score_spread":0.2452406317025989,"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."}}