{"id":"W7100345991","doi":"","title":"ASSESSMENT OF THE WATER QUALITY INDEX OF EUPHRATES RIVER BETWEEN HEET AND RAMADI CITIES,","year":2014,"lang":"en","type":"article","venue":"","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Hydrology (agriculture); Total dissolved solids; Fecal coliform; Biochemical oxygen demand; Sulfate; Index (typography); Turbidity","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":[],"consensus_categories":[],"category_scores_codex":[0.001751279,0.00006090951,0.0002371052,0.00001691011,0.0000394376,0.00001048209,0.0001476909,0.00005187354,0.0002164637],"category_scores_gemma":[0.001003357,0.0000264292,0.00003635489,0.00004000551,0.0004087095,0.00003271709,0.0001879522,0.0001135517,0.000001130327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522945,"about_ca_system_score_gemma":0.00003163804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000248821,"about_ca_topic_score_gemma":0.00005634045,"domain_scores_codex":[0.9987864,0.0003273909,0.0003015577,0.0001062008,0.0003319759,0.0001464397],"domain_scores_gemma":[0.9974863,0.002043523,0.00004670109,0.0002756822,0.000102072,0.00004574078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007304818,0.00006584536,0.2509778,0.0004920643,0.00003420636,5.452037e-8,0.0003865372,6.48225e-7,0.0005148172,0.745252,0.0001843507,0.002084403],"study_design_scores_gemma":[0.0001747839,0.00004025313,0.3499154,0.00001409944,0.000009194289,7.745245e-8,0.00004894297,0.0004064271,0.00512741,0.6441128,0.0001139852,0.00003660718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409887,0.000002569252,0.04782792,0.0004688806,0.00001159865,0.0001804543,0.00004050859,0.000008210709,0.0104712],"genre_scores_gemma":[0.9922993,0.000001673601,0.006876171,0.00002344336,0.00000977363,0.000003778442,0.000002129195,0.000003874471,0.0007799154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011392,"threshold_uncertainty_score":0.2370126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111966804649622,"score_gpt":0.4236947378480971,"score_spread":0.3124980573831349,"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."}}