{"id":"W2125200591","doi":"10.1111/j.1758-2229.2009.00024.x","title":"Induction of <i>Escherichia coli</i> O157:H7 into the viable but non‐culturable state by chloraminated water and river water, and subsequent resuscitation","year":2009,"lang":"en","type":"article","venue":"Environmental Microbiology Reports","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Escherichia coli; Microbiology; Bacteria; Tap water; Viable but nonculturable; Chemistry; Enterobacteriaceae; Biology; Gene; Biochemistry; Environmental engineering","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":[0.0002524169,0.000166481,0.000172164,0.00002064248,0.0001691112,0.0000168537,0.00005909058,0.0001240634,0.000009914508],"category_scores_gemma":[0.00001001114,0.00009675747,0.00002921263,0.00002105448,0.0005751342,0.00001526434,0.0001638833,0.00009887366,0.000002371208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003339991,"about_ca_system_score_gemma":0.000007012605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007111594,"about_ca_topic_score_gemma":0.000007528861,"domain_scores_codex":[0.9989317,0.00008390847,0.000267919,0.0003864804,0.00005072893,0.0002792465],"domain_scores_gemma":[0.9996349,0.000004753261,0.00009488801,0.0002034274,0.0000158088,0.00004628657],"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":[0.00009475453,0.0000579061,0.002030778,0.00001008428,0.00006238971,0.00001104017,0.0008320635,0.000006300068,0.9961108,1.551383e-7,0.0004519777,0.0003317725],"study_design_scores_gemma":[0.0003292517,0.000368719,0.009356894,0.000005890927,0.00001734119,0.0001119851,0.0002150708,0.000002072736,0.9801633,0.00005617345,0.009239836,0.0001335066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985267,0.0006315743,0.00001918452,0.000360629,0.00007933783,0.0003264945,0.00002639639,0.000005359773,0.00002432511],"genre_scores_gemma":[0.9966425,0.0009567277,0.0001279684,0.0001361806,0.00002078681,0.00001812028,0.001198447,0.00001039465,0.0008889108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594752,"threshold_uncertainty_score":0.3945655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003599986663945992,"score_gpt":0.1979580912830115,"score_spread":0.1943581046190655,"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."}}