{"id":"W4233161594","doi":"10.2172/1096525","title":"COMPARISON OF RESULTS FOR QUARTER 4 SURFACE WATER SPLIT SAMPLES COLLECTED AT THE NUCLEAR FUELS SERVICES SITE, ERWIN, TN","year":2013,"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":"","keywords":"Conventional PCI; Radionuclide; Radiochemistry; Environmental science; Quarter (Canadian coin); Chemistry; Nuclear medicine; Geography; Physics; Nuclear physics; Archaeology; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004730993,0.0003061956,0.0005296456,0.00003495365,0.0002560472,0.0000696681,0.0003720034,0.0002545212,0.01297569],"category_scores_gemma":[0.00001756228,0.0001681807,0.000201817,0.0001257443,0.000210203,0.0001646967,0.000119984,0.0001703238,0.0009488857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400747,"about_ca_system_score_gemma":0.00002479464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00461492,"about_ca_topic_score_gemma":0.007989862,"domain_scores_codex":[0.9976031,0.00009383726,0.0006807442,0.0005267775,0.0007508953,0.0003446754],"domain_scores_gemma":[0.9988037,0.0002555183,0.0002117242,0.0004948371,0.000150096,0.00008410699],"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":[0.0006070395,0.0004078769,0.0218638,0.0005346271,0.0003850474,0.000002019422,0.009892897,0.000393671,0.03844022,0.00004690239,0.9251506,0.002275304],"study_design_scores_gemma":[0.0008382233,0.0002100532,0.1105019,0.00004465103,0.0001181883,0.000004830464,0.0006229501,0.0009994822,0.01289353,0.00002600471,0.8733757,0.0003644712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7383085,0.00009480609,0.0001644846,0.001057738,0.0003318086,0.001757039,0.0007495785,0.00006484162,0.2574711],"genre_scores_gemma":[0.8914644,0.00009166695,0.0004717438,0.0001628527,0.00004745304,0.00003748547,0.0007531308,0.00004689718,0.1069244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1531558,"threshold_uncertainty_score":0.999829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324650941490485,"score_gpt":0.284961878382832,"score_spread":0.2517153689679272,"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."}}