{"id":"W4389259801","doi":"10.2172/2222880","title":"Idaho National Laboratory Site Environmental Surveillance Program Report: Third Quarter 2022","year":2023,"lang":"en","type":"report","venue":"","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Idaho Operations Office, U.S. Department of Energy; U.S. Department of Energy","keywords":"Quarter (Canadian coin); Plutonium; Americium; National laboratory; Radiochemistry; Radionuclide; Environmental science; Geography; Engineering; Nuclear physics; Chemistry; Physics; 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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007134073,0.0005176105,0.0008212309,0.0002956141,0.0009602406,0.00002900631,0.0002870255,0.001150156,0.002368157],"category_scores_gemma":[0.0007987033,0.0004571742,0.0002592929,0.000406658,0.0001672408,0.000203443,0.0001762148,0.002383756,0.004759095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158654,"about_ca_system_score_gemma":0.004856727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003814753,"about_ca_topic_score_gemma":0.001352641,"domain_scores_codex":[0.9914966,0.001003751,0.001450582,0.001018608,0.004158,0.0008724474],"domain_scores_gemma":[0.9966419,0.0004695124,0.001293129,0.0007828,0.0005445362,0.0002681495],"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":[0.00002185306,0.0002774414,0.1203764,0.0004125177,0.0002403214,0.0003467244,0.000261438,0.000001955924,0.0002150096,0.000008956096,0.8772013,0.0006361419],"study_design_scores_gemma":[0.0004026073,0.00006774596,0.1886194,0.0001824177,0.0000297542,0.00004039061,0.0004487669,0.00002165437,0.000006990826,0.00002898838,0.8096881,0.0004632151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04625173,0.001725293,0.00006256559,0.002814465,0.02944911,0.008222229,0.006847681,0.002883907,0.901743],"genre_scores_gemma":[0.1065265,0.00633372,0.001005281,0.002002535,0.0133252,0.005636469,0.01836832,0.000653967,0.846148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06824303,"threshold_uncertainty_score":0.9999178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339183320720052,"score_gpt":0.4492460661078527,"score_spread":0.3153277340358475,"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."}}