{"id":"W2530068284","doi":"10.25560/11658","title":"A Study of Anaerobic Corrosion Behaviour of Carbon Steel in a Canadian Used Nuclear Fuel Repository","year":2011,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Spent nuclear fuel; Anaerobic exercise; Metallurgy; Carbon steel; Engineering; Waste management; Nuclear engineering; Environmental science; Materials science; Forensic engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001908037,0.0004814716,0.0004550846,0.0006385603,0.001325452,0.0004256126,0.00078794,0.0005192942,0.0006035512],"category_scores_gemma":[0.0003081256,0.0001884175,0.0003009134,0.000926297,0.0003395247,0.0002258757,0.0002677977,0.0003077105,0.000185082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601858,"about_ca_system_score_gemma":0.003205673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4065753,"about_ca_topic_score_gemma":0.4795882,"domain_scores_codex":[0.9995363,0.00001751144,0.00001339188,0.00006811214,0.000276263,0.00008851279],"domain_scores_gemma":[0.9996811,0.00001779474,0.00003581943,0.000009240031,0.0002149797,0.00004098029],"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":[0.0004138116,0.0001471251,0.02366799,0.0002346358,0.00002632868,0.001109355,0.0005622535,0.001812623,0.9613444,0.0001167565,0.000169919,0.01039462],"study_design_scores_gemma":[0.00002758824,0.002738172,0.3321432,0.00003256708,0.0001029326,0.001150162,0.001732374,0.005380671,0.6516019,0.00006553672,0.004945202,0.00007978636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988759,0.00007932041,0.0001634772,0.00001065534,0.000001654176,0.00001370945,0.0001012172,0.000006894109,0.0007471263],"genre_scores_gemma":[0.9969613,0.0003238241,0.0008438383,0.00000989123,0.00000218741,0.000009224124,0.000290983,0.000005632875,0.001553101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5934247,"threshold_uncertainty_score":0.8084176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775131383062376,"score_gpt":0.2559908951148117,"score_spread":0.2382395812841879,"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."}}