{"id":"W2086827423","doi":"10.1039/c4fd00221k","title":"The influence of hydrogen peroxide and hydrogen on the corrosion of simulated spent nuclear fuel","year":2015,"lang":"en","type":"article","venue":"Faraday Discussions","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Corrosion; Dissolution; Hydrogen peroxide; Chemistry; Redox; Metal; Hydrogen; X-ray photoelectron spectroscopy; Anaerobic corrosion; Inorganic chemistry; Nuclear chemistry; Chemical engineering; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005471554,0.0001231934,0.000185982,0.00002124945,0.0002498698,0.00005012875,0.0003518587,0.00004874175,0.0001399826],"category_scores_gemma":[0.000216444,0.00004707244,0.00004388178,0.00008510354,0.0003485948,0.00009359626,0.0002357086,0.00006738873,0.00009335734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443436,"about_ca_system_score_gemma":0.00003303064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528247,"about_ca_topic_score_gemma":0.00001245989,"domain_scores_codex":[0.9988351,0.0001941273,0.0003066391,0.000170776,0.0003082345,0.0001850759],"domain_scores_gemma":[0.9991278,0.0001222704,0.0001644956,0.0004222894,0.00007079122,0.00009235125],"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":[0.0001477188,0.00004298601,0.00007775025,0.00001316239,0.000004385269,8.622171e-7,0.001735138,0.002287994,0.993237,0.001969406,0.0003624796,0.0001211534],"study_design_scores_gemma":[0.0007977543,0.0007284506,0.008698912,0.0003623049,0.00006546567,0.00001265689,0.003355212,0.001532313,0.9442441,0.005415483,0.0344333,0.0003540549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975778,0.0001779043,4.342156e-7,0.001454725,0.000109715,0.0002223648,0.00003709361,0.00002494855,0.0003950428],"genre_scores_gemma":[0.999528,0.00007382189,0.00002571636,0.0001085967,0.00002139787,0.000003092296,0.000001347623,0.00001799161,0.0002200392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04899287,"threshold_uncertainty_score":0.1921822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024027186108293,"score_gpt":0.2376418233834196,"score_spread":0.2136146372751266,"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."}}