{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005081609,0.00013174,0.0003213051,0.00005931654,0.0000520356,0.00003865448,0.00009260331,0.0000689312,0.001716512],"category_scores_gemma":[0.00002945761,0.00006472151,0.00008993366,0.0001515382,0.0006428285,0.0002051073,0.0003402793,0.00008552131,0.000007690407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006683049,"about_ca_system_score_gemma":0.00001713399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04007325,"about_ca_topic_score_gemma":0.002107862,"domain_scores_codex":[0.9964621,0.001446135,0.0006723659,0.0002953181,0.0009383536,0.0001857056],"domain_scores_gemma":[0.9994454,0.0001041385,0.00009468056,0.0002417608,0.00005593785,0.00005809728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009094322,0.0002016833,0.8147566,0.000248476,0.0005239102,4.431685e-7,0.008409479,0.004264295,0.1689581,0.0005437609,0.00001162561,0.001990785],"study_design_scores_gemma":[0.0004334124,0.00003157858,0.7557269,0.0000184105,0.0005434624,8.32406e-7,0.0004211182,0.1419872,0.09906295,0.001625363,0.00002616782,0.0001225574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629532,0.000005347373,0.03609654,0.000268136,0.00005048432,0.0002068987,0.0001380744,0.000007049583,0.0002742475],"genre_scores_gemma":[0.9989474,0.000001550371,0.0007892636,0.00003462314,0.000007523123,0.000002494058,0.00002455299,0.000006018159,0.0001865661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137723,"threshold_uncertainty_score":0.9991961,"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."}}