{"id":"W2141322425","doi":"10.1139/w10-037","title":"Implications of faecal indicator bacteria for the microbiological assessment of roof-harvested rainwater quality in southeast Queensland, Australia","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queensland University of Technology","keywords":"Biology; Indicator bacteria; Microbiology; Clostridium perfringens; Salmonella; Legionella; Campylobacter; Cryptosporidium; Aeromonas; Fecal coliform; Rainwater harvesting; Bacteria; Veterinary medicine; Water quality; Feces; Ecology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471341,0.000346216,0.000255227,0.0006577308,0.0004936802,0.001058492,0.0004463726,0.0003193287,0.0005624691],"category_scores_gemma":[0.002994393,0.0002113466,0.0001797174,0.0007657705,0.0007335875,0.0004304338,0.0004739234,0.0002496394,0.0001366561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165432,"about_ca_system_score_gemma":0.001296656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1006759,"about_ca_topic_score_gemma":0.1450696,"domain_scores_codex":[0.9983466,0.0005411631,0.0001485167,0.0001791348,0.0006586617,0.0001260498],"domain_scores_gemma":[0.9970856,0.000590928,0.001265644,0.0000770834,0.0007499774,0.0002306488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369454,0.0000598443,0.9362364,0.0002229928,0.00003389067,0.0004954319,0.00124848,0.0006497763,0.03649213,0.00005517281,0.0001335927,0.02423543],"study_design_scores_gemma":[0.000002996646,0.0002745721,0.9945017,0.00005068375,0.00001948788,0.0002110258,0.00126238,0.0009706277,0.002170485,0.00003886336,0.0004909224,0.000006225446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979404,0.0004249758,0.0006763028,0.0001123337,0.00000683269,0.00003461891,0.0001313005,0.0000057887,0.000667464],"genre_scores_gemma":[0.9980683,0.0002503055,0.001167809,0.00004263145,0.000005034187,0.0000123053,0.00008181215,0.000001564522,0.0003702827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006759,"threshold_uncertainty_score":0.2001797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087356846336046,"score_gpt":0.3170235918845621,"score_spread":0.2761500234212017,"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."}}