{"id":"W2253872370","doi":"","title":"Water quality evaluation of shallow wells in Kokrajhar Town of Assam, India","year":2014,"lang":"en","type":"article","venue":"International Journal on Environmental Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tube well; Water quality; Population; Groundwater; Quarter (Canadian coin); Chloride; Total dissolved solids; Phosphate; Heavy metals; Toxicology; Geography; Environmental engineering; Environmental science; Water resource management; Environmental chemistry; Chemistry; Geology; Ecology; Biology; Archaeology; Environmental health","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":[0.0002112737,0.0002258869,0.0002169115,0.00081565,0.0005348616,0.0006948297,0.0002821306,0.000352292,0.0006415506],"category_scores_gemma":[0.0003090901,0.0001252054,0.0002736977,0.001587679,0.0003412423,0.0002894201,0.0003512909,0.0001562138,0.0001402546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003764823,"about_ca_system_score_gemma":0.0004598627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172046,"about_ca_topic_score_gemma":0.0301855,"domain_scores_codex":[0.999692,0.00005349546,0.00003542395,0.0000558082,0.0001226743,0.00004076354],"domain_scores_gemma":[0.9997033,0.00006380612,0.00007432835,0.00001992918,0.0001088748,0.00002961069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006851307,0.0004253543,0.673747,0.0007530385,0.0001609524,0.004550798,0.006199364,0.00440503,0.2645299,0.000511653,0.0006242688,0.04340757],"study_design_scores_gemma":[0.00002212959,0.001250561,0.9443505,0.00005310603,0.0001437901,0.001618968,0.008434971,0.003841062,0.03748295,0.0002432356,0.002496283,0.00006245586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987463,0.00008493378,0.0002675997,0.00002006362,0.00000298445,0.0000202319,0.0001432734,0.00001085765,0.00070377],"genre_scores_gemma":[0.9988538,0.0001045428,0.000475818,0.00001167871,0.00000145579,0.00001163735,0.0001454512,0.000001642942,0.0003938755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172046,"threshold_uncertainty_score":0.02330446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04950800903367209,"score_gpt":0.3458396195321405,"score_spread":0.2963316104984685,"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."}}