{"id":"W7133908170","doi":"10.63044/eq25ga79","title":"Impact of Energy Retrofits on Indoor Radon in Townhouses in Canada","year":2025,"lang":"","type":"article","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Radon; Energy consumption; Work (physics)","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":[0.0002456422,0.0002595898,0.0003105448,0.0007643117,0.002789974,0.001694125,0.00115349,0.0006100357,0.00289745],"category_scores_gemma":[0.000657397,0.0002824698,0.000659951,0.00164892,0.000882251,0.0003602485,0.0008686119,0.0008243113,0.000195841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04273647,"about_ca_system_score_gemma":0.0434462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997276,"about_ca_topic_score_gemma":0.9991409,"domain_scores_codex":[0.9991133,0.00006762013,0.000022935,0.00007262113,0.0002846466,0.0004388558],"domain_scores_gemma":[0.9991735,0.00003968066,0.00009265957,0.00001595444,0.0004596903,0.0002185944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003614159,0.0002656216,0.9618363,0.0001166395,0.0001841707,0.001338358,0.003059183,0.002439387,0.002599147,0.001195841,0.003991969,0.02261185],"study_design_scores_gemma":[0.000006219095,0.00004926481,0.9866284,0.00003544235,0.00004424876,0.0001006731,0.009014192,0.0006996362,0.0003746624,0.00004909419,0.002980225,0.00001782762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942508,0.00032809,0.00009790817,0.0006030817,0.00001518268,0.0000214112,0.001014225,0.00001458697,0.003654842],"genre_scores_gemma":[0.9955492,0.0003491962,0.0001226262,0.00008530988,0.000003974028,0.000005161479,0.0003471389,0.000005827637,0.003531607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04273647,"threshold_uncertainty_score":0.3100762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360032324516851,"score_gpt":0.304358411687737,"score_spread":0.2807580884425685,"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."}}