{"id":"W4405921348","doi":"10.3390/atmos16010021","title":"Characterizing Radon Among Public Buildings and Small/Medium-Sized Businesses in a Canadian Province","year":2024,"lang":"en","type":"article","venue":"Atmosphere","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Public Safety Canada; Occupational Cancer Research Centre","funders":"","keywords":"Radon; Business; Environmental science; Meteorology; Agricultural economics; Architectural engineering; Geography; Engineering; Economics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005034901,0.0002893785,0.0002852592,0.001532335,0.002845851,0.0009578865,0.001058645,0.0003205216,0.0008435529],"category_scores_gemma":[0.00128369,0.0003259441,0.0003650128,0.003125538,0.0007843964,0.0002173278,0.000800384,0.0003642951,0.0001447113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02182596,"about_ca_system_score_gemma":0.02154841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946954,"about_ca_topic_score_gemma":0.9980945,"domain_scores_codex":[0.9992174,0.00003979686,0.00003410876,0.0001107937,0.0003485878,0.0002494276],"domain_scores_gemma":[0.9988715,0.00006341188,0.0001701067,0.00003613062,0.0005594993,0.0002992948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006279222,0.00003679713,0.9905586,0.00002679733,0.0000180278,0.00007899846,0.002164139,0.00009033978,0.0008065188,0.0000627745,0.0003928944,0.005701456],"study_design_scores_gemma":[0.000002207486,0.00002116382,0.9961343,0.00001354561,0.000009201543,0.00004149504,0.002852087,0.0001201289,0.00009244991,0.000009701023,0.0006980802,0.000005564139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970215,0.0002110646,0.0001089778,0.00007863265,0.00000325606,0.00003025557,0.0008625222,0.000005020971,0.001678766],"genre_scores_gemma":[0.9981085,0.0002233688,0.0002444171,0.0000382294,0.000001952852,0.0000120825,0.0004884695,0.00000292605,0.0008799959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02182596,"threshold_uncertainty_score":0.1583591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04494709340773775,"score_gpt":0.3152693944701068,"score_spread":0.270322301062369,"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."}}