{"id":"W2477385642","doi":"10.1021/bk-2010-1046.ch026","title":"The Role of Dissolved Hydrogen on the Corrosion/Dissolution of Spent Nuclear Fuel","year":2010,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Svensk Kärnbränslehantering; Nuclear Waste Management Organization","keywords":"Spent nuclear fuel; Radiolysis; Dissolution; Hydrogen; Chemistry; Corrosion; Hydrogen fuel; Nuclear fuel; Aqueous solution; Radiochemistry; Electrolysis of water; Inorganic chemistry; Materials science; Nuclear chemistry; Electrolysis; Electrolyte; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001727969,0.0003496384,0.0003423758,0.00001857872,0.000398492,0.00004977577,0.0006154295,0.0003772383,0.0008130531],"category_scores_gemma":[0.00004068154,0.0002213145,0.0001970833,0.00002445501,0.0006002209,0.0001052758,0.0001471374,0.0006249678,0.00001538977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000545785,"about_ca_system_score_gemma":0.00006774843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009488139,"about_ca_topic_score_gemma":0.00001243073,"domain_scores_codex":[0.9985603,0.00001197731,0.0004666965,0.0003023454,0.0004247311,0.0002339658],"domain_scores_gemma":[0.9980631,0.0002265445,0.0007491305,0.0007725582,0.0001347915,0.0000538315],"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":[0.000272075,0.0000320196,0.00002370006,0.0002211134,0.00009214098,0.000001145609,0.0005070143,0.000003119948,0.9605687,0.03773028,0.00008382028,0.0004648392],"study_design_scores_gemma":[0.00009441687,0.0000408925,0.00000266363,0.000272565,0.00009659339,0.00000755141,0.0002839788,0.000006631288,0.7811415,0.01170473,0.2061587,0.0001897936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05334821,0.00118474,7.899294e-7,0.0009562175,0.0001561226,0.0001622709,0.0001855491,0.00004746828,0.9439586],"genre_scores_gemma":[0.8824751,0.001279899,0.00001673828,0.00002409541,0.0002773355,0.00001267777,0.00008830615,0.00007849869,0.1157473],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8291269,"threshold_uncertainty_score":0.9024944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008209298725462832,"score_gpt":0.2026131525109147,"score_spread":0.1944038537854518,"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."}}