{"id":"W4412960378","doi":"10.5539/jgg.v17n2p22","title":"Impact of Domestic Wastewater on Lotic Surface Water Quality: A Literature Review","year":2025,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministrstvo za visoko šolstvo, znanost in tehnologijo; University of Agricultural Sciences, Dharwad","keywords":"Sanitation; River ecosystem; Wastewater; Environmental science; Water quality; Eutrophication; Sustainable development; Environmental planning; Environmental degradation; Environmental resource management; Business; Environmental protection; Environmental engineering; Ecology; Nutrient; Ecosystem; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002151014,0.0008207674,0.001662798,0.008259071,0.0004508639,0.002191845,0.00100343,0.001206079,0.002800726],"category_scores_gemma":[0.004739276,0.000380797,0.001559101,0.01320799,0.0007148457,0.001727084,0.0008245175,0.0006384922,0.000358279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150851,"about_ca_system_score_gemma":0.004938023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005576183,"about_ca_topic_score_gemma":0.009864478,"domain_scores_codex":[0.9989969,0.0002237297,0.0003065791,0.0001392569,0.0002739409,0.0000597156],"domain_scores_gemma":[0.992264,0.005137909,0.001111192,0.00009565022,0.001274221,0.0001169805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001380561,0.0001209068,0.004977157,0.260675,0.0008160839,0.0005773997,0.0008887977,0.0007025523,0.0009014737,0.002243673,0.01001187,0.7179469],"study_design_scores_gemma":[0.00004027708,0.0005468816,0.04661649,0.3407545,0.009416169,0.004999489,0.004258507,0.0008546603,0.002503867,0.002902768,0.5869431,0.0001632719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001388101,0.99721,0.0001434208,0.0003545735,0.00007632715,0.00001113539,0.00008856267,0.000004359793,0.0007235988],"genre_scores_gemma":[0.005772053,0.993708,0.00015948,0.0001500893,0.00006202402,0.000009332203,0.00006623013,0.000001609711,0.00007112914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008259071,"threshold_uncertainty_score":0.01137578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034815558497551,"score_gpt":0.3191023528398955,"score_spread":0.30875419725492,"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."}}