{"id":"W4403018462","doi":"10.1007/s41050-024-00052-4","title":"Environmental Radioactivity Monitoring and Radiological Impact Assessment of Agbara Industrial Area, Ogun State, Nigeria","year":2024,"lang":"en","type":"article","venue":"Polytechnica","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Covenant University","keywords":"Ogun state; Environmental science; Radiological weapon; Nuclear medicine; Effective dose (radiation); Radionuclide; Absorbed dose rate; Ionizing radiation; Toxicology; Absorbed dose; Geography; Dosimetry; Medicine; Radiochemistry; Physics; Chemistry; Nuclear physics; Biology; Irradiation","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":[0.0002577025,0.0003108339,0.0002690312,0.001244962,0.0005606594,0.0006196098,0.0001408513,0.0002794184,0.0005593504],"category_scores_gemma":[0.0002081606,0.0001677767,0.0001229841,0.001278433,0.0002061202,0.0002943172,0.0003046177,0.0001656452,0.0001213003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316228,"about_ca_system_score_gemma":0.0004978715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007413863,"about_ca_topic_score_gemma":0.02635209,"domain_scores_codex":[0.999848,0.00003121445,0.00001628798,0.00002331291,0.00006086023,0.00002023161],"domain_scores_gemma":[0.9998481,0.00002433104,0.00005169217,0.000006453419,0.00006150815,0.000007870362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517637,0.0001040558,0.9115466,0.0004669346,0.0000348528,0.001637058,0.002230993,0.001355562,0.02522485,0.0004916193,0.0003105534,0.05644511],"study_design_scores_gemma":[0.000009187434,0.0002505298,0.9643638,0.0002661708,0.00009102563,0.001013001,0.01107464,0.002033959,0.01089927,0.0004232853,0.009557308,0.00001786542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951397,0.000635449,0.0005319004,0.00003175907,0.000006063539,0.00001959867,0.0001484069,0.000006923023,0.003480089],"genre_scores_gemma":[0.9969226,0.0007776663,0.001106489,0.00001189213,0.00000275295,0.00001524157,0.0001285564,0.000002736475,0.001032184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007413863,"threshold_uncertainty_score":0.01474142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092748398332733,"score_gpt":0.4276773916858675,"score_spread":0.3184025518525943,"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."}}