{"id":"W1624124780","doi":"10.1061/(asce)ee.1943-7870.0001027","title":"Effect of High Chloride Concentrations on Microbial Regrowth in Drinking Water Distribution Systems","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Engineering","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Acadia University","keywords":"Chlorine; Chloride; Chemistry; Environmental chemistry; Water treatment; Environmental engineering; Environmental science","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":[0.0006808178,0.0004276123,0.000502701,0.0003360469,0.0003339397,0.0009815893,0.0004797473,0.0005512286,0.0005320406],"category_scores_gemma":[0.001107733,0.00020292,0.0004317442,0.000211223,0.0003761255,0.0003816756,0.0005769765,0.0004175756,0.0001398167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007674178,"about_ca_system_score_gemma":0.0004165572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00376818,"about_ca_topic_score_gemma":0.005982635,"domain_scores_codex":[0.9985001,0.0003557426,0.0001628385,0.0002676021,0.0004936298,0.0002201201],"domain_scores_gemma":[0.9985111,0.0004544431,0.0004452072,0.00007980861,0.0003726449,0.0001366733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006931554,0.0001113402,0.005161772,0.0001695296,0.00003698533,0.0001395145,0.00009158281,0.000807551,0.9891611,0.00001493629,0.00002498706,0.003587567],"study_design_scores_gemma":[0.0000265462,0.003493656,0.01419953,0.00001514679,0.00005637786,0.0001021009,0.0001949134,0.0009275484,0.9804002,0.0000227022,0.0005397316,0.00002163621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988795,0.0002717805,0.0004843261,0.00002517185,0.000004665258,0.00001770443,0.00003837579,0.00001761893,0.0002608548],"genre_scores_gemma":[0.9986811,0.00015972,0.000818085,0.00004051787,0.000004214563,0.000009648852,0.00003999162,0.000007650164,0.0002390779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00376818,"threshold_uncertainty_score":0.007492483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003677871987553928,"score_gpt":0.1709203407135731,"score_spread":0.1672424687260191,"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."}}