{"id":"W4391509306","doi":"10.53555/sfs.v10i1s.2167","title":"Study Of Extent of Global Uranium Contamination in Groundwater","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uranium; Contamination; Groundwater; Environmental science; Groundwater contamination; Water resource management; Environmental chemistry; Geology; Chemistry; Aquifer; Materials science; Biology; Metallurgy; Geotechnical engineering; Ecology","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":[0.000339965,0.000282929,0.0003886586,0.002085116,0.0001909999,0.0007425036,0.0002482344,0.0002876518,0.001285767],"category_scores_gemma":[0.0003830651,0.00009779212,0.0003103169,0.004356508,0.0002744073,0.0004477478,0.0005158094,0.0001778731,0.0001703312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493688,"about_ca_system_score_gemma":0.0007505696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006269789,"about_ca_topic_score_gemma":0.008641873,"domain_scores_codex":[0.999751,0.00004008184,0.00001942124,0.00006538355,0.00008701423,0.00003706597],"domain_scores_gemma":[0.9998142,0.00003465369,0.00005598578,0.000008699746,0.00007793899,0.000008481294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002522034,0.00004809422,0.3293471,0.01019816,0.0009959725,0.001167615,0.002140578,0.003535959,0.0613286,0.006096491,0.004704484,0.5801847],"study_design_scores_gemma":[0.00001262224,0.0004729768,0.7141046,0.001140243,0.0007831476,0.002673324,0.004714677,0.0009187713,0.02227031,0.003959538,0.2488939,0.00005598205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108229,0.4396659,0.00612257,0.002372293,0.0001655982,0.00007392756,0.005872188,0.0001211667,0.03478355],"genre_scores_gemma":[0.7693099,0.2234989,0.001831966,0.0003227848,0.00007401675,0.00002666708,0.002065491,0.00002097587,0.002849358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006269789,"threshold_uncertainty_score":0.01246655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4113231917795103,"score_gpt":0.4273981161507117,"score_spread":0.01607492437120134,"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."}}