{"id":"W4403242301","doi":"10.1007/s10661-024-13158-0","title":"Radionuclides distribution in soils and radon level assessment in dwellings of Mungo and Nkam Divisions, Cameroon","year":2024,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"International Atomic Energy Agency; Abdus Salam International Centre for Theoretical Physics","keywords":"Radionuclide; Radon; Soil water; Environmental science; Soil test; Littoral zone; Ecotoxicology; Hydrology (agriculture); Environmental chemistry; Soil science; Geology; Chemistry; Geotechnical engineering; Nuclear physics; Physics","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":[0.0009974485,0.0001921899,0.0003052949,0.0001301067,0.000238837,0.00002861709,0.00005311704,0.0001325216,0.00001384482],"category_scores_gemma":[0.00001240224,0.0001754876,0.0000268494,0.00009812143,0.0001094765,0.0002538391,0.0001241198,0.0007344427,0.000001640596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005289479,"about_ca_system_score_gemma":0.00005562677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004460483,"about_ca_topic_score_gemma":0.00002033569,"domain_scores_codex":[0.9982033,0.0003006055,0.000467338,0.0003956475,0.0003160989,0.0003169678],"domain_scores_gemma":[0.9993551,0.0003012701,0.00009761081,0.0001324054,0.000003463696,0.000110184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001704376,0.0001881297,0.9421173,0.0003177762,0.00002759756,0.00001639458,0.001259311,0.00003384941,0.01694335,0.000208328,0.00002751087,0.03884338],"study_design_scores_gemma":[0.0008853393,0.0001124645,0.9898907,0.001276694,0.00002361601,0.000003545743,0.004303367,0.001566093,0.0007328485,0.0001479023,0.0008898736,0.0001675351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948744,0.003122991,0.0005325134,0.0003349296,0.0004969921,0.000451399,0.00006895261,0.0000197758,0.0000980899],"genre_scores_gemma":[0.9899447,0.008574156,0.001151182,0.000008944901,0.00009980128,0.0000729797,0.0000285617,0.00001817786,0.0001015263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04777339,"threshold_uncertainty_score":0.7156175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06362372332097876,"score_gpt":0.4026586714046765,"score_spread":0.3390349480836977,"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."}}