{"id":"W4399808940","doi":"10.1080/03067319.2024.2369194","title":"Analysis of radon progeny contamination","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental & Analytical Chemistry","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Contamination; Radon; Environmental science; Radiochemistry; Radioactive contamination; Environmental chemistry; Chemistry; Waste management; Biology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003463379,0.0003443317,0.0003662809,0.0008253079,0.0002555755,0.0004242435,0.0003031748,0.0003498249,0.0008152036],"category_scores_gemma":[0.0004490919,0.0001380652,0.0003471978,0.0005503443,0.0001435967,0.0001647898,0.0002780145,0.0002390626,0.0003987865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554879,"about_ca_system_score_gemma":0.0002441066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006219536,"about_ca_topic_score_gemma":0.001030582,"domain_scores_codex":[0.9996318,0.00006073251,0.00001822545,0.00009966502,0.0001597425,0.00002983141],"domain_scores_gemma":[0.9997942,0.00004871603,0.00003016617,0.0000216344,0.00009537654,0.000009986595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002550084,0.00004261057,0.03384514,0.000203679,0.00009093064,0.0002954309,0.000184708,0.000504457,0.9259112,0.0003632269,0.0001331279,0.03817053],"study_design_scores_gemma":[0.000005879439,0.0004618959,0.05681061,0.0000235474,0.0001537391,0.001161216,0.0001504131,0.002510964,0.9310055,0.000264349,0.007425904,0.00002612059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939378,0.003268372,0.05305528,0.00003572447,0.00003975877,0.00004828369,0.0005782807,0.0001824398,0.003413749],"genre_scores_gemma":[0.9620628,0.002129718,0.03014635,0.00004296484,0.00001596233,0.00004633828,0.000925997,0.00008943964,0.004540585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008253079,"threshold_uncertainty_score":0.002727151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057774880638694,"score_gpt":0.3859951342448039,"score_spread":0.3554173854384169,"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."}}