{"id":"W1964493794","doi":"10.1016/j.watres.2011.01.019","title":"Method for rapid and sensitive detection of Enterococcus sp. and Enterococcus faecalis/faecium cells in potable water samples","year":2011,"lang":"en","type":"article","venue":"Water Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research; U.S. Environmental Protection Agency","keywords":"Enterococcus faecium; Enterococcus faecalis; Microbiology; Enterococcus; Agar; Feces; Biology; Agar plate; Bacteria; Staphylococcus aureus; Antibiotics","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":[0.002558765,0.0001180006,0.0001920776,0.0001327843,0.0001097695,0.0000350371,0.0001076506,0.00008082527,0.0003074165],"category_scores_gemma":[0.00002029791,0.00007441928,0.00003332562,0.00007439379,0.0002456538,0.0002071497,0.0003481313,0.0001601428,0.00004198386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000614261,"about_ca_system_score_gemma":0.000002364662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003830599,"about_ca_topic_score_gemma":0.000677993,"domain_scores_codex":[0.9980693,0.0005326432,0.0002580066,0.000386366,0.0002697002,0.0004839628],"domain_scores_gemma":[0.9996038,0.00007216133,0.00002162267,0.0001549562,0.00004222078,0.0001052319],"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":[0.0002411012,0.00007600379,0.009065828,0.00005751984,0.000008325302,0.000004203337,0.008907428,0.000001451603,0.9694357,0.00001288692,0.00003812883,0.0121514],"study_design_scores_gemma":[0.0006756274,0.0002530305,0.02942724,0.00001141401,0.000004423551,0.000003309776,0.0005647351,0.0003843923,0.9650938,0.0009455418,0.002535968,0.0001005251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928839,0.000009701178,0.005592702,0.0001257216,0.00003919697,0.0006063061,0.00002205354,0.00001049506,0.0007099417],"genre_scores_gemma":[0.9972123,0.00001471828,0.002076507,0.00004907713,0.00001282344,0.00006076062,0.000009368089,0.00001219824,0.0005522285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02036142,"threshold_uncertainty_score":0.5790746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011355151525146,"score_gpt":0.336202935306861,"score_spread":0.2350674201543464,"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."}}