{"id":"W2052374430","doi":"10.5006/1.3319131","title":"Microbiologically Influenced Corrosion of Nuclear Waste Containers","year":2009,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kintama (Canada); Vancouver Island University","funders":"","keywords":"Container (type theory); Radioactive waste; Corrosion; Environmental science; Waste management; Lead (geology); Risk analysis (engineering); Forensic engineering; Engineering; Business; Chemistry; Geology","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":[0.000590319,0.0003851009,0.0003779179,0.00049285,0.0003669513,0.0008273886,0.0003230663,0.0003921345,0.000624318],"category_scores_gemma":[0.001279747,0.0002153273,0.0003790852,0.0005504999,0.0003344291,0.0003677888,0.0003772312,0.0003685447,0.0002568298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008396087,"about_ca_system_score_gemma":0.0002709347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002945848,"about_ca_topic_score_gemma":0.002865749,"domain_scores_codex":[0.9992827,0.0001823069,0.00005349513,0.00006162757,0.0003401403,0.00007987546],"domain_scores_gemma":[0.999301,0.000178436,0.0002476824,0.00003714023,0.000197263,0.00003856886],"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":[0.0009050113,0.0001043094,0.02038287,0.0003303101,0.00004942699,0.0006809622,0.000295974,0.02834156,0.9254086,0.0007615372,0.0003888086,0.02235062],"study_design_scores_gemma":[0.00001911527,0.001792117,0.02976423,0.00005350469,0.00006087122,0.0006598223,0.0003667482,0.0599226,0.9040564,0.0005637417,0.002680711,0.00006020337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920331,0.0009619414,0.004489969,0.0000623316,0.0000168037,0.00002154196,0.0001587529,0.00004541827,0.002210325],"genre_scores_gemma":[0.9960963,0.0009711165,0.001948284,0.00001195914,0.000005166611,0.000007320867,0.0001496913,0.00001107598,0.0007989806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002945848,"threshold_uncertainty_score":0.006091774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121268511884983,"score_gpt":0.2444840316545152,"score_spread":0.2323571804660169,"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."}}