{"id":"W7047059210","doi":"","title":"Evaluation of Surface Water Quality of the Gorganrood River Basin for Different Uses with Canadian (CCME) Water Quality Index Approach","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Hydrology (agriculture); Surface water; Watershed; Drainage basin; Turbidity; Total dissolved solids; Water resources","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":[0.000347142,0.0003027086,0.0003324074,0.001579984,0.0007782851,0.0006824489,0.0003404559,0.0001923667,0.0005397255],"category_scores_gemma":[0.0004361803,0.0001338096,0.0003286068,0.002633171,0.0003608901,0.0002112858,0.0006049973,0.0001385472,0.0000755762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00381668,"about_ca_system_score_gemma":0.005067001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7866228,"about_ca_topic_score_gemma":0.9253048,"domain_scores_codex":[0.9994774,0.0000367406,0.00002575835,0.0000659261,0.0003230983,0.00007109701],"domain_scores_gemma":[0.9997154,0.00001501666,0.00003552974,0.000008451148,0.0001972964,0.00002830512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150398,0.00006231935,0.905497,0.0002495954,0.000124638,0.000291869,0.0007889603,0.003753885,0.01479833,0.0004277376,0.001435727,0.07245491],"study_design_scores_gemma":[0.000003826805,0.0000373141,0.9929734,0.00001150122,0.00002165359,0.00006496285,0.000681073,0.002338527,0.001154406,0.00003802752,0.002661685,0.00001343259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916812,0.0002681952,0.0009739326,0.00005374047,0.000005350531,0.00008097755,0.00229113,0.00003643628,0.004609144],"genre_scores_gemma":[0.9912906,0.0002673066,0.004320345,0.00002419198,0.000001958111,0.0000536011,0.002522941,0.000008491486,0.001510591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7866228,"threshold_uncertainty_score":0.4292677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3269263205918023,"score_gpt":0.5268243280728544,"score_spread":0.1998980074810521,"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."}}