{"id":"W4383371733","doi":"10.3389/fmicb.2023.1181027","title":"Influence of temperature and pH on induction of Shiga toxin Stx1a in Escherichia coli","year":2023,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Beef Cattle Research Council","keywords":"Shiga toxin; Toxin; Escherichia coli; Microbiology; Shiga-like toxin; Biology; Food science; Listeria monocytogenes; Bacteria; Chemistry; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002392332,0.0003798938,0.0004407577,0.0001884485,0.0001632592,0.0005872191,0.0002105124,0.0002473475,0.0008844323],"category_scores_gemma":[0.0004721059,0.0001642324,0.0002930371,0.0002455738,0.0002065148,0.0002604845,0.0003416289,0.000489319,0.0002741976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943606,"about_ca_system_score_gemma":0.0002216067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000951382,"about_ca_topic_score_gemma":0.001090444,"domain_scores_codex":[0.9995984,0.00009632956,0.00004635689,0.00007183664,0.0001009648,0.00008614734],"domain_scores_gemma":[0.9996929,0.0000911751,0.00007928761,0.00002805849,0.00006289105,0.00004570192],"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":[0.0006168756,0.0001989605,0.002044989,0.0001190868,0.00001902503,0.00007932979,0.00008501192,0.0002043794,0.9940969,0.00002959248,0.00007107945,0.002434709],"study_design_scores_gemma":[0.00001970188,0.002477902,0.03956979,0.00002957397,0.00005075209,0.0001603026,0.0002145482,0.0007736131,0.9552225,0.00005580361,0.001400544,0.00002493413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973472,0.0008830167,0.0004184429,0.00005555145,0.00003342045,0.00002314133,0.0003871581,0.00001527139,0.0008368199],"genre_scores_gemma":[0.9970841,0.0005713179,0.001055751,0.00004938272,0.00001392366,0.00003363844,0.0004337016,0.00001232733,0.0007457981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000951382,"threshold_uncertainty_score":0.002958775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007008097892645566,"score_gpt":0.2484574342968018,"score_spread":0.2414493364041563,"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."}}