{"id":"W2087135229","doi":"10.1016/j.pce.2011.07.085","title":"Limits to the use of highly compacted bentonite as a deterrent for microbiologically influenced corrosion in a nuclear fuel waste repository","year":2011,"lang":"en","type":"article","venue":"Physics and Chemistry of the Earth Parts A/B/C","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nuclear Waste Management Organization; Atomic Energy (Canada)","funders":"Nuclear Waste Management Organization","keywords":"Bentonite; Corrosion; Radioactive waste; Environmental science; Spent nuclear fuel; Materials science; Waste management; Metallurgy; Geotechnical engineering; Geology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001277895,0.0002136079,0.0002655385,0.00021941,0.0003610641,0.0009162522,0.0006400342,0.0009842002,0.0004231867],"category_scores_gemma":[0.003242661,0.0002437594,0.0002353592,0.0001525752,0.000475546,0.0003626233,0.0004136969,0.0004459496,0.0001554266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473675,"about_ca_system_score_gemma":0.0004004442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00253076,"about_ca_topic_score_gemma":0.003300549,"domain_scores_codex":[0.9987856,0.0004078691,0.000143368,0.0001489353,0.0004115337,0.0001028201],"domain_scores_gemma":[0.99769,0.001017896,0.000364392,0.0002099401,0.0006066529,0.0001110721],"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":[0.0008987958,0.0001596002,0.005027516,0.0002003668,0.00004212055,0.0001064389,0.0001970931,0.001155685,0.9739563,0.0002461588,0.0001254682,0.01788437],"study_design_scores_gemma":[0.00002199812,0.003584059,0.01686594,0.00006632381,0.00009142731,0.0004592366,0.0002892612,0.003282054,0.9715418,0.0002515902,0.00352402,0.0000222725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957975,0.001548889,0.001474164,0.0001453979,0.00001398938,0.00001398201,0.0000454952,0.00001357705,0.0009469619],"genre_scores_gemma":[0.9970313,0.0006099442,0.001408976,0.00004077865,0.000008588337,0.00000954718,0.00007805624,0.000006987638,0.0008057858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00253076,"threshold_uncertainty_score":0.006758213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428298378491148,"score_gpt":0.2100783677004461,"score_spread":0.1757953839155346,"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."}}