{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160084,0.000167367,0.0002057798,0.000573987,0.0006393053,0.000012484,0.0004666837,0.0001543804,0.0003961217],"category_scores_gemma":[0.00005718564,0.0001459736,0.00002481611,0.001002962,0.0006738118,0.0003857164,0.0003094384,0.000852591,0.0005510272],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00487918,"about_ca_system_score_gemma":0.0007476085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1581607,"about_ca_topic_score_gemma":0.4382482,"domain_scores_codex":[0.9975258,0.0001306267,0.0003142964,0.0005762468,0.0004204468,0.001032558],"domain_scores_gemma":[0.9993778,0.00006832591,0.00007249703,0.0003520728,0.000004126869,0.0001251268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003316421,0.0001502697,0.8092437,0.0001764741,0.0000132554,0.0003604946,0.001729931,0.00002183323,0.1271634,0.002170951,0.0003315512,0.058605],"study_design_scores_gemma":[0.0006841561,0.0001145221,0.9588514,0.0004465788,0.00001591208,0.00002020986,0.005723911,0.001313145,0.003932038,0.0006216224,0.02787851,0.0003980093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890553,0.0007298766,0.00001052961,0.006767697,0.001474814,0.0006899589,0.00002664896,0.0001271195,0.001118103],"genre_scores_gemma":[0.9982028,0.000591627,0.00005391848,0.0006778684,0.00006762471,0.000189646,0.000003163985,0.00001749719,0.000195829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800874,"threshold_uncertainty_score":0.9989409,"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."}}