{"id":"W2463285300","doi":"10.19026/rjaset.10.1832","title":"Evaluation of Treated Water at Three Adjacent Water Treatment Stations in Al-Hilla City, Iraq by Using CCME Water Quality Index","year":2015,"lang":"en","type":"article","venue":"Research Journal of Applied Sciences Engineering and Technology","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Environmental science; Water quality; Computer science; 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":[0.0003826801,0.0003035239,0.0003225577,0.001391336,0.0005677747,0.0007243107,0.0003866971,0.0004391096,0.0005807904],"category_scores_gemma":[0.0005714908,0.0001675289,0.0004437552,0.001883683,0.000365358,0.0002880998,0.0003566701,0.0001796485,0.0001725929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117328,"about_ca_system_score_gemma":0.0009922042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04012858,"about_ca_topic_score_gemma":0.07594757,"domain_scores_codex":[0.9993815,0.00007259893,0.00003774668,0.0001072306,0.0003185871,0.00008224184],"domain_scores_gemma":[0.9996228,0.0000358294,0.00009842751,0.00001960262,0.0001963927,0.00002689468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004488053,0.0005372772,0.8152195,0.0003208678,0.0002847252,0.0009382965,0.00216639,0.01226095,0.1021893,0.0003729523,0.0009550008,0.06430596],"study_design_scores_gemma":[0.00002405719,0.000398007,0.9604366,0.0000160956,0.00009354424,0.0001192502,0.001846202,0.01205767,0.02209579,0.0001068114,0.002771175,0.00003477713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971477,0.00006097865,0.001029837,0.00002489616,0.000004421822,0.00005994842,0.0003778537,0.00002384745,0.00127061],"genre_scores_gemma":[0.9963627,0.00007818227,0.002105723,0.00001937947,0.000003299797,0.00004014286,0.0005082813,0.000005410126,0.0008768488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04012858,"threshold_uncertainty_score":0.07979006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936288599861666,"score_gpt":0.4063357522164963,"score_spread":0.2127068922303297,"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."}}