{"id":"W2895101251","doi":"10.2166/wh.2018.087","title":"Enterococci as a key parameter for water quality index: Purires River, Costa Rica","year":2018,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Depression Research and Clinical Care, University of Texas Southwestern Medical Center; University of Miami","keywords":"Water quality; Fecal coliform; Environmental science; Biochemical oxygen demand; Sampling (signal processing); Hydrology (agriculture); Chemical oxygen demand; Total suspended solids; Agriculture; Environmental engineering; Ecology; Wastewater; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004724032,0.0003371994,0.00029926,0.00096533,0.0005256562,0.0007541103,0.0002683948,0.0001987383,0.000348063],"category_scores_gemma":[0.0006448873,0.0001105775,0.000218229,0.00169158,0.0002920823,0.0001962225,0.0004336983,0.0001642559,0.00007047079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281703,"about_ca_system_score_gemma":0.001784515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5380785,"about_ca_topic_score_gemma":0.7108946,"domain_scores_codex":[0.9996257,0.00005370527,0.00002190918,0.00008187373,0.0001744973,0.00004232301],"domain_scores_gemma":[0.9995372,0.0000405463,0.00007016744,0.0000335116,0.0002927728,0.00002579101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001474075,0.0000778623,0.9282187,0.0001223159,0.00008641525,0.0001172266,0.0008380116,0.001865354,0.03067377,0.0002295685,0.0004454436,0.03717785],"study_design_scores_gemma":[0.000002549184,0.00003522716,0.9909239,0.000007817698,0.00002247969,0.00005093303,0.000456632,0.002727723,0.003977293,0.00002540678,0.001761533,0.000008460649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922977,0.0002972528,0.001405048,0.00004444648,0.000002960473,0.00007810009,0.000810976,0.00003233479,0.005031197],"genre_scores_gemma":[0.9961236,0.0001355779,0.002037311,0.00002191409,0.000001546647,0.00003839285,0.0007047999,0.00000645947,0.0009304174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5380785,"threshold_uncertainty_score":0.9292836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06470156922465617,"score_gpt":0.3760429051060766,"score_spread":0.3113413358814204,"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."}}