{"id":"W2903844939","doi":"10.1177/0143624418822444","title":"A pilot study of radon levels in certified passive house buildings","year":2019,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Noise Effects and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Radon; Indoor air quality; Passive house; Environmental science; Overheating (electricity); Architectural engineering; Thermal comfort; Air quality index; Environmental quality; Ventilation (architecture); Environmental engineering; Civil engineering; Efficient energy use; Engineering; Meteorology; Geography; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001016145,0.0001535261,0.0003536575,0.001500791,0.0001358311,0.00001274922,0.0003931879,0.000117565,0.00003458637],"category_scores_gemma":[0.0001173278,0.0001391786,0.00001110099,0.001223657,0.00003772251,0.00009818719,0.0007122488,0.0009671518,0.00002426876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101297,"about_ca_system_score_gemma":0.0000364661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971431,"about_ca_topic_score_gemma":0.0004580111,"domain_scores_codex":[0.9981075,0.0001098426,0.0003662082,0.0004009025,0.0002909325,0.000724624],"domain_scores_gemma":[0.9987243,0.000520986,0.00008424153,0.0004394026,0.0001595877,0.00007147726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003077854,0.001305319,0.2884502,0.006225701,0.0001756405,0.00008769368,0.003178379,0.001043491,0.6545687,0.03914392,0.0001733007,0.005339896],"study_design_scores_gemma":[0.0310666,0.04540155,0.7628128,0.01160177,0.00009404666,0.00001541377,0.05635791,0.02288035,0.04123256,0.01071867,0.01558983,0.002228528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969216,0.0002002862,0.00004055821,0.0004119715,0.0001908247,0.001865836,0.000002114627,0.0002685224,0.00009830089],"genre_scores_gemma":[0.9989439,0.00004078995,0.0004803543,0.00001866357,0.00003164275,0.0002699273,6.033088e-7,0.00004403273,0.0001700346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6133361,"threshold_uncertainty_score":0.567554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325685908255076,"score_gpt":0.3971998166609854,"score_spread":0.3339429575784347,"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."}}