{"id":"W4396958578","doi":"10.1061/9780784485477.031","title":"Evaluation of Water Quality of Coastal and Groundwater of the Eastern Black Sea Basin, Turkey, Using Multivariate Statistical Analysis and Water Quality Index","year":2024,"lang":"en","type":"article","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Structural basin; Black sea; Multivariate statistics; Groundwater; Index (typography); Quality (philosophy); Environmental science; Multivariate analysis; Statistical analysis; Hydrology (agriculture); Geology; Water resource management; Statistics; Oceanography; Computer science; Mathematics; Geomorphology; Geotechnical engineering","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":[0.0003163247,0.0003577443,0.0002832305,0.001032881,0.0002785003,0.0003736592,0.0001769193,0.0001684999,0.0002285498],"category_scores_gemma":[0.0004477322,0.000136067,0.0002269031,0.001559774,0.0001998137,0.0002309088,0.000256193,0.0001380931,0.00004812815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005764178,"about_ca_system_score_gemma":0.0005347222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0242834,"about_ca_topic_score_gemma":0.03813167,"domain_scores_codex":[0.9997392,0.00005148935,0.00003329739,0.00007315502,0.00006857627,0.00003437042],"domain_scores_gemma":[0.9997239,0.00004532986,0.00008604458,0.00001126051,0.0001065385,0.00002700764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009910337,0.00009267575,0.9747171,0.00004570838,0.00009162706,0.000114914,0.0002868918,0.001345438,0.002846836,0.00007309955,0.0002746122,0.02001205],"study_design_scores_gemma":[0.00000482284,0.00008183569,0.9944746,0.000006343545,0.00002234986,0.00006355519,0.0004204572,0.004137937,0.0004845558,0.00005032595,0.0002445048,0.000008648663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999083,0.0000509819,0.0002984631,0.00001178168,0.000001748,0.000007768561,0.0003453839,0.000007073395,0.0001935975],"genre_scores_gemma":[0.998732,0.0000508069,0.0005345704,0.000004131823,0.000002333031,0.00001266448,0.0005182687,0.000001587173,0.0001436142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242834,"threshold_uncertainty_score":0.04828411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0882083384110598,"score_gpt":0.3738177639694697,"score_spread":0.2856094255584099,"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."}}