{"id":"W4230377887","doi":"10.2172/1057006","title":"Results for the Third Quarter 2012 Tank 50 WAC Slurry Sample: Chemical and Radionuclide Contaminants","year":2012,"lang":"en","type":"report","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slurry; Waste management; Quarter (Canadian coin); Radionuclide; Environmental science; Characterization (materials science); Contamination; Engineering; Environmental engineering; Materials science; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.0005953058,0.0003926144,0.0006146966,0.00005697094,0.0001875153,0.00005134802,0.0001674257,0.0003859773,0.00003473951],"category_scores_gemma":[0.0002808278,0.0002454403,0.0001834766,0.00005319182,0.0001198427,0.00016136,0.00007172855,0.0004459445,0.00002089191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394098,"about_ca_system_score_gemma":0.0000400835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002125751,"about_ca_topic_score_gemma":0.0001220939,"domain_scores_codex":[0.9984362,0.00001652676,0.0004101507,0.000300544,0.0003272539,0.0005093793],"domain_scores_gemma":[0.9979982,0.001293927,0.00008659967,0.0004141801,0.00009321218,0.0001138478],"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":[0.00005136973,0.00002144961,0.00008217316,0.0002881327,0.0005517596,0.00000180249,0.0003805829,0.000003073773,0.0003107376,0.00004937147,0.9866201,0.01163943],"study_design_scores_gemma":[0.0005223537,0.00003023499,0.002469436,0.00007103306,0.0002771922,0.00008337045,0.0002152107,0.0003169008,0.0002473586,0.00002745394,0.995338,0.0004014314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01694064,0.1654051,0.02075117,0.00585272,0.03322535,0.007594695,0.006543979,0.00314698,0.7405394],"genre_scores_gemma":[0.8319367,0.07736468,0.009065226,0.0004469035,0.01677401,0.0006654146,0.0005975344,0.0008154184,0.06233409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8149961,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733460093078997,"score_gpt":0.2673006757716778,"score_spread":0.2299660748408879,"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."}}