{"id":"W3204136417","doi":"10.21608/jesj.2014.196458","title":"Evaluating of raw and treated water quality for some water treatment plants in Tikrit by Water Quality Index","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Studies/Journal of Environmental Studies ","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Index (typography); Raw water; Water treatment; Quality (philosophy); Environmental science; Environmental engineering; Biology; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004867402,0.0006469648,0.001839216,0.0001608669,0.0003661356,0.00003077444,0.0003671893,0.0001493845,0.0004361771],"category_scores_gemma":[0.00006325226,0.0003525343,0.0004777914,0.00004238465,0.00116704,0.0008872821,0.0005796378,0.0003582224,0.00003240173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025097,"about_ca_system_score_gemma":0.000007181288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008708668,"about_ca_topic_score_gemma":0.00003503248,"domain_scores_codex":[0.9933895,0.0008891728,0.003076983,0.000477534,0.001362012,0.0008048399],"domain_scores_gemma":[0.9977061,0.0004100256,0.001318058,0.0002888483,0.00001632007,0.0002607126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001749498,0.002242911,0.1326418,0.0001208554,0.001564048,0.00003228717,0.01223171,0.001448868,0.838805,0.00000682188,0.0003687343,0.008787475],"study_design_scores_gemma":[0.0146629,0.007218145,0.1892877,0.0002290186,0.0005603626,0.0002176117,0.01467951,0.00005174678,0.7617612,0.00169952,0.00864309,0.0009891992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994412,0.003438907,0.00004718441,0.001101879,0.0003327042,0.0005029627,0.0001276619,0.000004840937,0.00003184536],"genre_scores_gemma":[0.9921624,0.00654849,0.0004064936,0.0002642777,0.0001716197,0.00002389386,0.00001912399,0.00004093592,0.0003627596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07704379,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09967869113222347,"score_gpt":0.3833357044859727,"score_spread":0.2836570133537492,"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."}}