{"id":"W4409544357","doi":"10.2172/2556930","title":"Engineering Assessment And Certification of Integrity Of the DWTF Waste Treatment Tanks At Lawrence Livermore National Laboratory","year":2024,"lang":"en","type":"report","venue":"","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Certification; Waste management; Environmental science; Engineering; Construction engineering; Forensic engineering; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007337628,0.0003770453,0.0003638257,0.001809527,0.002557738,0.001427228,0.001758901,0.001415433,0.004070006],"category_scores_gemma":[0.006965995,0.0003109993,0.0003445727,0.0006276865,0.0007980719,0.001222832,0.0007170851,0.0009040909,0.0008850857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003960009,"about_ca_system_score_gemma":0.01309255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06941058,"about_ca_topic_score_gemma":0.1086398,"domain_scores_codex":[0.9905055,0.001342338,0.0002793826,0.000347126,0.006825534,0.0007000687],"domain_scores_gemma":[0.9827404,0.00131897,0.0006976947,0.0008732557,0.01394563,0.0004241025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002194914,0.002137497,0.1627696,0.0006757907,0.0001364638,0.001176702,0.002187101,0.05178846,0.2621159,0.01174247,0.0675617,0.4355133],"study_design_scores_gemma":[0.0001896484,0.002430356,0.1066012,0.0002878291,0.0000982989,0.0006356282,0.002942977,0.05415163,0.659535,0.001448953,0.171555,0.0001235574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7852687,0.0005592126,0.06526607,0.004409596,0.0002448706,0.002197623,0.006866769,0.001575137,0.1336119],"genre_scores_gemma":[0.897159,0.0002725607,0.03508843,0.0003759889,0.00002798349,0.0002468979,0.004472753,0.0002276514,0.06212872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06941058,"threshold_uncertainty_score":0.1380131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825096363340952,"score_gpt":0.3156291741554757,"score_spread":0.2673782105220662,"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."}}