{"id":"W2802124652","doi":"10.1080/00295450.2018.1454229","title":"Postclosure Performance Assessment of a Hypothetical Canadian Deep Geological Repository for Thorium-Containing Advanced Heavy Water Reactor Fuels","year":2018,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited; Nuclear Waste Management Organization","keywords":"Thorium; Environmental science; Heavy water; Thorium fuel cycle; Nuclear engineering; Light-water reactor; Radiochemistry; Uranium; Waste management; Chemistry; Materials science; Nuclear physics; Engineering; Metallurgy; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155859,0.0001238979,0.0002044114,0.00008909695,0.000252233,0.00001102879,0.0002546526,0.0001970434,0.0003676845],"category_scores_gemma":[0.00002599283,0.00009150421,0.00004422747,0.0001042567,0.0006373748,0.00009626378,0.0001600043,0.0001376526,0.00007780777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910574,"about_ca_system_score_gemma":0.00001304255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007136687,"about_ca_topic_score_gemma":0.002750839,"domain_scores_codex":[0.9989102,0.00002178907,0.0002233404,0.0003022055,0.000129578,0.0004128999],"domain_scores_gemma":[0.9995531,0.00002170857,0.0000510487,0.0002548562,0.00004849827,0.00007079976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003206378,0.000228977,0.2698959,0.00004259113,0.0001051542,0.00003352456,0.002048979,0.00001797644,0.4727513,0.01089815,0.0006350364,0.2430217],"study_design_scores_gemma":[0.001863533,0.006258326,0.3896062,0.00004508859,0.00008154064,0.0001771674,0.002412048,0.005341988,0.1473302,0.001455061,0.4446486,0.0007802736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905075,0.00001045017,0.0006778433,0.001680463,0.0001456626,0.0002366939,0.00000280752,0.00008559766,0.00665291],"genre_scores_gemma":[0.9945077,0.000003991726,0.004742234,0.0002078237,0.00003372653,0.00004041981,0.000002555722,0.00001592485,0.0004456269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4440136,"threshold_uncertainty_score":0.4025887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008098613498253587,"score_gpt":0.227164643314518,"score_spread":0.2190660298162644,"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."}}