{"id":"W4389975202","doi":"10.1016/j.envres.2023.118000","title":"Microbial consortium and impact of industrial mining on the Natural High Background Radiation Area (NHBRA), India – Characteristic role of primordial radionuclides in influencing the community structure and extremophiles pattern","year":2023,"lang":"en","type":"article","venue":"Environmental Research","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Science and Engineering Research Board; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Radionuclide; Extremophile; Natural (archaeology); Environmental science; Abundance (ecology); Microbial population biology; Environmental chemistry; Estuary; Ecology; Earth science; Biology; Microorganism; Geography; Geology; Chemistry; Archaeology","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":[0.002412613,0.0001292256,0.000233802,0.0001961085,0.0007979985,0.00001920882,0.0002042189,0.0001637723,0.00009903943],"category_scores_gemma":[0.0003810399,0.00007977045,0.00003559328,0.0002235146,0.0005346148,0.0001244735,0.0002413503,0.001781668,0.000003923641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884782,"about_ca_system_score_gemma":0.0001073928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002028133,"about_ca_topic_score_gemma":0.0001586088,"domain_scores_codex":[0.9957887,0.002883875,0.0003477662,0.0001627317,0.0004581587,0.0003587675],"domain_scores_gemma":[0.9965244,0.002946391,0.0001977846,0.0002599522,0.00001166291,0.00005979835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735829,0.00005194134,0.7611359,0.00003067852,0.00004286748,0.000002070953,0.009102048,0.00001306507,0.2149613,0.000005852691,0.00007255868,0.01430815],"study_design_scores_gemma":[0.0009389521,0.000157262,0.9852141,0.0001656527,0.000007842956,0.000002116885,0.01068394,0.0001269592,0.002516115,0.0001059307,0.0000144154,0.00006668103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986203,0.0001063989,1.490791e-7,0.0001985882,0.0001150189,0.0007309885,0.0002056108,0.000005445102,0.00001751654],"genre_scores_gemma":[0.9996101,0.0001304174,0.000002187134,0.00003334778,0.0001196911,0.00001871471,0.00005869354,0.00001477188,0.00001205482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2240782,"threshold_uncertainty_score":0.7740559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346286792640962,"score_gpt":0.3889421686628919,"score_spread":0.2543134893987957,"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."}}