{"id":"W4389259802","doi":"10.2172/2222882","title":"Idaho National Laboratory Site Environmental Surveillance Program: Fourth Quarter 2022","year":2023,"lang":"en","type":"report","venue":"","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Battelle; Idaho Operations Office, U.S. Department of Energy; U.S. Department of Energy","keywords":"Quarter (Canadian coin); National laboratory; Environmental science; Geography; Environmental protection; Engineering; Archaeology; Engineering 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008701239,0.0003780056,0.0003347532,0.0001107612,0.0001517582,0.00006403567,0.0002659385,0.0002742669,0.02076973],"category_scores_gemma":[0.00005178905,0.0003560969,0.0001801366,0.0003447339,0.0003075027,0.0002342081,0.0001021301,0.0004154834,0.00838246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369435,"about_ca_system_score_gemma":0.0001702883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034503,"about_ca_topic_score_gemma":0.001169596,"domain_scores_codex":[0.9958835,0.0001205437,0.0004083941,0.0007726223,0.002416607,0.0003982811],"domain_scores_gemma":[0.9992588,0.00009461904,0.0001409225,0.0002994106,0.00004131124,0.0001648944],"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":[0.00002400981,0.0005920362,0.2150279,0.00005541791,0.0002287504,0.0001114887,0.0002887191,0.00009490771,0.001317225,0.00007361748,0.7487335,0.03345243],"study_design_scores_gemma":[0.0002538016,0.00006513344,0.4194405,0.000008183395,0.00001285174,0.000009926041,0.00004736098,0.0002175052,0.00003995211,0.00003107385,0.579489,0.0003847175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03462813,0.0002247461,0.0004179703,0.000922229,0.002308625,0.001931646,0.003257276,0.0008158668,0.9554935],"genre_scores_gemma":[0.812334,0.001662959,0.0006235882,0.000689564,0.0007437416,0.0007544403,0.003699656,0.0002310558,0.179261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7777058,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414077178268731,"score_gpt":0.2845111589731011,"score_spread":0.2603703871904138,"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."}}