{"id":"W4399916616","doi":"10.1021/acs.est.4c02723","title":"Outdoor Radon Dose Rate in Canada’s Arctic amid Climate Change","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada","keywords":"Climate change; Environmental science; Radon; Arctic; Terrain; Physical geography; Precipitation; Vegetation (pathology); Hydrology (agriculture); Atmospheric sciences; Climatology; Meteorology; Geography; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003685215,0.0001724061,0.0001920771,0.001122026,0.0007133128,0.0007899657,0.0003401127,0.0001963617,0.000422463],"category_scores_gemma":[0.0007553448,0.0001099815,0.000262695,0.002387249,0.0002130291,0.0001527615,0.0003198909,0.0002020433,0.00008398195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010654,"about_ca_system_score_gemma":0.009088953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848164,"about_ca_topic_score_gemma":0.9905488,"domain_scores_codex":[0.9997317,0.00001635423,0.00001107222,0.00005382813,0.000110883,0.00007615834],"domain_scores_gemma":[0.9994864,0.00003871884,0.00009931127,0.00001863855,0.0003065988,0.00005023442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008823612,0.0000100973,0.983999,0.00002940911,0.00008149059,0.00006541256,0.000415136,0.00176176,0.0006339846,0.00016591,0.0006431714,0.01210636],"study_design_scores_gemma":[0.000001756122,0.000009273959,0.9955511,0.00001164203,0.00002523502,0.00003141534,0.0003979119,0.001236518,0.0004136096,0.0000196703,0.0022946,0.000007129155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992931,0.0006298678,0.0002702043,0.00008847883,0.000004912259,0.000004419952,0.003971457,0.00002378507,0.0020758],"genre_scores_gemma":[0.9967428,0.0003651826,0.0002464488,0.0000239491,0.00000273205,0.000002927888,0.001800945,0.000005161422,0.0008099176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518363,"threshold_uncertainty_score":0.07332838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379542617693989,"score_gpt":0.3305245841236226,"score_spread":0.2867291579466827,"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."}}