{"id":"W2166148702","doi":"10.1016/s0043-1354(00)00506-6","title":"The Ecology of “fecal indicator” bacteria commonly found in Pulp and paper mill water systems","year":2001,"lang":"en","type":"article","venue":"Water Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"U.S. Environmental Protection Agency","keywords":"Fecal coliform; Coliform bacteria; Indicator bacteria; Paper mill; Indicator organism; Effluent; Sewage; Biosolids; Enterobacter; Biology; Pulp and paper industry; Pulp mill; Feces; Environmental science; Microbiology; Bacteria; Escherichia coli; Water quality; Environmental engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003410689,0.00008091218,0.0001390192,0.00006181957,0.0001950868,0.00007684144,0.0002840954,0.00008659472,0.0008543164],"category_scores_gemma":[0.00003437693,0.00003822304,0.00001622184,0.0001226209,0.0006056355,0.000149716,0.0004597988,0.0002396373,0.0005453986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137192,"about_ca_system_score_gemma":0.00000624799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760777,"about_ca_topic_score_gemma":0.002295654,"domain_scores_codex":[0.9976847,0.0008838489,0.0002743853,0.0002287912,0.0003916892,0.0005365408],"domain_scores_gemma":[0.9995267,0.00009295359,0.00001648368,0.0002481728,0.00002433055,0.00009129478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002003338,0.000169834,0.7926849,0.0000523933,0.00001564107,0.00004960235,0.00490634,0.00001706418,0.1972246,0.0004181305,0.001120868,0.003140255],"study_design_scores_gemma":[0.0005882256,0.0001623672,0.8437783,0.00001063247,0.000002078097,0.00001810475,0.0003307867,0.0002291508,0.0200938,0.0007912419,0.1338759,0.0001195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951705,0.00002646777,0.000002629333,0.001951097,0.00007550878,0.0002859673,0.000001990213,0.000006535697,0.002479346],"genre_scores_gemma":[0.9971772,0.00003111899,0.000006049119,0.00006870432,0.00001883974,0.00004096714,0.000008503444,0.000007974768,0.002640688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1771308,"threshold_uncertainty_score":0.9354166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05744654491926712,"score_gpt":0.3313151984871825,"score_spread":0.2738686535679154,"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."}}