{"id":"W2268775332","doi":"10.1149/ma2013-02/20/1774","title":"The Local Redox Conditions Within Spent Nuclear Fuel Inside a Failed Nuclear Waste Container – a Modelling Study","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Spent nuclear fuel; Container (type theory); Waste management; Radioactive waste; Nuclear engineering; Environmental science; Nuclear fuel; Redox; Engineering; Materials science; Metallurgy; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001278682,0.000272914,0.0003160629,0.00004707202,0.0009472591,0.0008782935,0.0004526634,0.00009326533,0.0008329973],"category_scores_gemma":[0.0001720782,0.0001826405,0.00007050301,0.00008540579,0.0002486017,0.0004171813,0.0002237909,0.0002438945,0.00348661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006511732,"about_ca_system_score_gemma":0.00004363171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002943943,"about_ca_topic_score_gemma":0.0001244373,"domain_scores_codex":[0.9975847,0.0002526308,0.0007404478,0.0004420777,0.0004414044,0.0005387364],"domain_scores_gemma":[0.9986199,0.0001726682,0.0003533717,0.0005013497,0.0001773223,0.0001753879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001625588,0.0002457601,0.00004245405,0.00004932694,0.0000414713,0.00004266731,0.009361443,0.1691703,0.817597,0.0002274978,0.002980959,0.00007862112],"study_design_scores_gemma":[0.008900949,0.00338731,0.01383721,0.002124802,0.000539995,0.0002284355,0.2963047,0.2608969,0.3326927,0.01416464,0.06181384,0.005108487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821113,0.00007438031,0.000003105248,0.0005904624,0.0007881488,0.0007148925,0.000009444343,0.0002348632,0.01547341],"genre_scores_gemma":[0.9982767,0.00001677357,0.0007897585,0.0002394146,0.000239278,0.00003451607,0.00000266671,0.00008611265,0.0003147736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4849043,"threshold_uncertainty_score":0.9972893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097358486650914,"score_gpt":0.2282705972344208,"score_spread":0.2072970123679117,"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."}}