{"id":"W2159601856","doi":"10.1149/ma2013-01/15/694","title":"Modelling the Redox Conditions Inside a Failed Nuclear Waste Container","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Container (type theory); Redox; Waste management; Nuclear engineering; Environmental science; Chemistry; Materials science; Engineering; Composite material; Inorganic chemistry","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":[0.0003692383,0.0007949856,0.001164448,0.0004572739,0.0009154384,0.001845496,0.001435793,0.002664973,0.008085392],"category_scores_gemma":[0.001063205,0.0005914019,0.0008830261,0.0005388573,0.0009187323,0.001009125,0.000764469,0.001140723,0.0007528196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366518,"about_ca_system_score_gemma":0.00170606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02739224,"about_ca_topic_score_gemma":0.01288798,"domain_scores_codex":[0.9998363,0.00002913796,0.000007085543,0.00003251929,0.00003360123,0.0000613877],"domain_scores_gemma":[0.9995628,0.0002253909,0.00003211461,0.00003908058,0.00007985298,0.00006070696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001574553,0.00004452909,0.001353069,0.00006697882,0.00001424159,0.0003945245,0.00004380296,0.990665,0.004824071,0.0009504891,0.0004356747,0.001050211],"study_design_scores_gemma":[0.00005217944,0.0001091104,0.0009348797,0.00001693852,0.00001533749,0.00005529336,0.0001145697,0.9939651,0.003279343,0.0007758323,0.0006604808,0.00002096599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952179,0.0003991256,0.01779796,0.0006904875,0.0001933912,0.000109137,0.002669271,0.0003946201,0.02556717],"genre_scores_gemma":[0.9927254,0.0001501392,0.001990573,0.00003328309,0.00000756825,0.00005023795,0.0004770427,0.00005610486,0.004509505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02739224,"threshold_uncertainty_score":0.05446559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766492722276695,"score_gpt":0.2306754012939762,"score_spread":0.2130104740712093,"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."}}