{"id":"W2035074635","doi":"10.1097/01.hp.0000279603.16084.81","title":"Field Evaluations of Digital Radon Detectors","year":2007,"lang":"en","type":"article","venue":"Health Physics","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Radon; Detector; Environmental science; Computer science; Radon exposure; Radiation monitoring; Nuclear engineering; Remote sensing; Physics; Engineering; Telecommunications; Nuclear physics; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001460627,0.00006532674,0.0001177143,0.00004626764,0.00008563798,0.00001344032,0.00006825853,0.00002488408,0.00007317465],"category_scores_gemma":[0.00001659581,0.00006352027,0.00006220253,0.0002423398,0.00002552298,0.00009643963,0.00001471346,0.00009900671,0.00002219395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002243768,"about_ca_system_score_gemma":0.00005548475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004345856,"about_ca_topic_score_gemma":0.000002514596,"domain_scores_codex":[0.9993661,0.000009685962,0.0002309087,0.00009914189,0.0001313998,0.0001627377],"domain_scores_gemma":[0.9994822,0.00009500904,0.00015245,0.0001655329,0.00005388264,0.00005093385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001205161,0.00008361196,0.06177391,0.00001887282,0.00002360537,8.159007e-8,0.0003272599,0.0002792026,0.0001746327,0.01894521,0.001757975,0.9166036],"study_design_scores_gemma":[0.005004358,0.003326307,0.143259,0.0002247876,0.00008254396,0.000003770213,0.01102298,0.0203047,0.4749707,0.2070237,0.1327986,0.001978565],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510882,0.0000470391,0.1390678,0.0007874409,0.0003231551,0.000257143,0.00002585741,0.0001429912,0.008260462],"genre_scores_gemma":[0.9994149,0.000001821348,0.0002623882,0.00008261068,0.0001338257,0.000003502572,0.000003002058,0.000006473012,0.00009146468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.914625,"threshold_uncertainty_score":0.2590281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710808161181898,"score_gpt":0.3473177867982735,"score_spread":0.3202097051864545,"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."}}