{"id":"W2607536494","doi":"","title":"Predicted Radiation Exposure from Mining at Kvanefjeld: Introduction to Radiation, Review of Baseline Information, and Predicted Radiation Exposures from Kvanefjeld Mining, Mineral Processing and Refining","year":2015,"lang":"en","type":"report","venue":"","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Radiation; Radiation exposure; Refining (metallurgy); Environmental science; Mineral; Mineral processing; Geology; Materials science; Metallurgy; Medicine; Nuclear medicine; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006343776,0.0007867316,0.001682992,0.0008280011,0.0008347094,0.00008474549,0.0002614645,0.001229125,0.0004669315],"category_scores_gemma":[0.01441011,0.0007395631,0.0001120212,0.0007808067,0.0001101622,0.001839818,0.0002105904,0.0009281348,0.00001331624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462158,"about_ca_system_score_gemma":0.003107818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714608,"about_ca_topic_score_gemma":0.0007112117,"domain_scores_codex":[0.9904528,0.001434203,0.003624254,0.001057998,0.002769887,0.0006609025],"domain_scores_gemma":[0.9901271,0.0008488705,0.004042092,0.00077438,0.003619788,0.0005877898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003557195,0.00007193182,0.1072495,0.005973873,0.0003131101,0.000002509381,0.008668507,0.0000652407,0.0003915641,0.00000193409,0.6691076,0.2077985],"study_design_scores_gemma":[0.003852717,0.0004804978,0.1367504,0.01906322,0.0008293009,0.00002151082,0.0023161,0.001744875,0.0001979954,0.000009528094,0.8337071,0.001026785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6962873,0.2525058,0.00390595,0.01022031,0.01113244,0.008254279,0.007466224,0.001072248,0.009155363],"genre_scores_gemma":[0.2269645,0.4935869,0.04106605,0.009810186,0.04666018,0.002875247,0.1641487,0.0008163112,0.01407191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4693229,"threshold_uncertainty_score":0.9995055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05526895324051613,"score_gpt":0.359393605422292,"score_spread":0.3041246521817759,"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."}}