{"id":"W3031687845","doi":"10.1088/1361-6498/ab96d6","title":"A comparison of consumer-grade electronic radon monitors","year":2020,"lang":"en","type":"article","venue":"Journal of Radiological Protection","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada","funders":"Health Canada","keywords":"Radon; Environmental science; Radon exposure; Environmental health; Medicine","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":[0.00114449,0.0001373783,0.0006461323,0.00009569199,0.000274098,0.000004253801,0.0001875291,0.0002966321,0.0001073095],"category_scores_gemma":[0.0009437224,0.00009453893,0.0001905586,0.0002782274,0.00009618469,0.0001514375,0.00002287011,0.002010852,0.00002183307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348127,"about_ca_system_score_gemma":0.0002028343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001990046,"about_ca_topic_score_gemma":0.000002106341,"domain_scores_codex":[0.9968362,0.00127832,0.0009941636,0.0001505053,0.0003966389,0.0003441964],"domain_scores_gemma":[0.997965,0.0002245116,0.001321802,0.00009426917,0.0002103075,0.0001840924],"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":[0.005656196,0.001246459,0.3155489,0.0007637685,0.0007074054,0.00003168599,0.005897465,0.001960225,0.6218722,0.0005361326,0.01268552,0.03309404],"study_design_scores_gemma":[0.02926989,0.05656794,0.4697541,0.002201836,0.001234364,0.0006321912,0.0212226,0.02040659,0.1240365,0.007330011,0.2651736,0.002170447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782252,0.001406173,0.01622041,0.002592104,0.0006437907,0.0006744916,0.000001930139,0.00003465347,0.0002012639],"genre_scores_gemma":[0.9984795,0.0002676211,0.0003521108,0.0001876954,0.0006718332,0.00001443716,6.350475e-7,0.00001050503,0.00001560751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4978357,"threshold_uncertainty_score":0.8736261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2856140111743378,"score_gpt":0.4621368319547466,"score_spread":0.1765228207804089,"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."}}