{"id":"W3010737815","doi":"10.1061/(asce)ee.1943-7870.0001693","title":"Pollution Load on Indian Soil-Water Systems and Associated Health Hazards: A Review","year":2020,"lang":"en","type":"review","venue":"Journal of Environmental Engineering","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science; Wetland; Pollutant; Population; Water quality; Pollution; Aquifer; Groundwater; Greenhouse gas; Hydrology (agriculture); Environmental engineering; Water resource management; Environmental protection; Environmental health; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005804626,0.0002825657,0.000960991,0.00007110612,0.00005963734,0.0000238278,0.0001393248,0.0001172557,0.0001926288],"category_scores_gemma":[0.00005819954,0.0002113141,0.0002220122,0.0000896386,0.00003037706,0.000157813,0.00009396888,0.0004393318,0.0001229285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247777,"about_ca_system_score_gemma":0.00004264844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009001583,"about_ca_topic_score_gemma":0.000001484239,"domain_scores_codex":[0.9981438,0.0001093359,0.0008018316,0.0002036699,0.0005179221,0.000223468],"domain_scores_gemma":[0.9990011,0.0000290374,0.0006247867,0.0001111719,0.000002234576,0.0002316875],"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":[0.000002820142,0.00006648922,0.000003880245,0.006119838,0.0001295675,0.00006781538,0.0003003619,0.0006960405,0.00007298733,0.000004665992,0.001177225,0.9913583],"study_design_scores_gemma":[0.0002164759,0.0001834705,0.0001255791,0.01942741,0.0001664247,0.0002355471,0.0000254569,0.0002280003,0.000003074879,6.884449e-7,0.9791594,0.0002284443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001831479,0.9986545,0.00009717995,0.0002511017,0.0002448286,0.0004416661,0.00003441756,0.00001389598,0.00007927203],"genre_scores_gemma":[0.004885819,0.9945516,0.00003587932,0.0002536831,0.00007877612,0.000009772265,0.00002658664,0.00003547695,0.0001223991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9911299,"threshold_uncertainty_score":0.8617138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041883779017564,"score_gpt":0.2327631095712891,"score_spread":0.2223442717811135,"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."}}