{"id":"W2401920418","doi":"","title":"ASSESSMENT OF THE WATER QUALITY INDEX OF EUPHRATES RIVER BETWEEN HEET AND RAMADI CITIES , IRAQ","year":2011,"lang":"en","type":"article","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Turbidity; Environmental science; Total dissolved solids; Sulfate; Fecal coliform; Hydrology (agriculture); Biochemical oxygen demand; Environmental chemistry; Environmental engineering; Chemistry; Ecology; Chemical oxygen demand; Biology; Geology; Wastewater","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":[0.000459028,0.0002243791,0.0002185444,0.00108947,0.0003289594,0.000503342,0.0002208446,0.0001931327,0.0006937912],"category_scores_gemma":[0.0005381215,0.0001403229,0.0002056581,0.001512484,0.0003166581,0.0002591753,0.000410452,0.0001688598,0.0001089637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009776046,"about_ca_system_score_gemma":0.0008393971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03042182,"about_ca_topic_score_gemma":0.04891881,"domain_scores_codex":[0.9997149,0.00004846052,0.00002887929,0.00005784095,0.00009032643,0.00005958751],"domain_scores_gemma":[0.9996623,0.00004097701,0.0001277401,0.00001772317,0.0001124959,0.00003878723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420543,0.00007367059,0.9724799,0.00007424486,0.0001074882,0.0004959129,0.001248359,0.0008004135,0.00647231,0.0002546591,0.0006226628,0.01722832],"study_design_scores_gemma":[0.000004165126,0.000059041,0.9975146,0.000003512861,0.000009690631,0.00009774457,0.0006581586,0.0004813146,0.0004933971,0.0000239147,0.0006492786,0.00000515898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980524,0.00007023942,0.0002247254,0.00004056602,0.000003716643,0.00001828433,0.0004924443,0.000006765196,0.001090888],"genre_scores_gemma":[0.9984522,0.00005112513,0.0005084358,0.00001521654,0.000003077499,0.00001898544,0.0005304489,0.000001636549,0.0004188072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03042182,"threshold_uncertainty_score":0.06048948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288191472542659,"score_gpt":0.2985751473228158,"score_spread":0.2356932325973892,"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."}}