{"id":"W2328945354","doi":"10.1557/proc-807-811","title":"Model for the Microbiological Corrosion of Copper Containers in a Deep Geologic Repository","year":2003,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Power Generation; Atomic Energy (Canada)","funders":"","keywords":"Materials science; Corrosion; Bentonite; Copper; Metallurgy; Geotechnical engineering; 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":[0.0004298075,0.001361293,0.001515907,0.0008456643,0.0006677083,0.00148006,0.0032345,0.004006663,0.006748364],"category_scores_gemma":[0.001519248,0.0007588494,0.001202758,0.0006154047,0.0009754936,0.00112357,0.0008095152,0.001482835,0.001185345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196627,"about_ca_system_score_gemma":0.002152456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08421078,"about_ca_topic_score_gemma":0.0373836,"domain_scores_codex":[0.99968,0.00005979092,0.00001395416,0.00009502521,0.00006814559,0.00008302905],"domain_scores_gemma":[0.9994019,0.0002137209,0.00008966297,0.00003613488,0.0001964752,0.00006203592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005677758,0.00005754039,0.0008319885,0.00004792321,0.00001757174,0.00009349691,0.00003382451,0.9887947,0.002402056,0.005989889,0.0005283278,0.001145943],"study_design_scores_gemma":[0.00001815405,0.00002036404,0.000153216,0.000003032363,0.000009463792,0.00001225409,0.00001209661,0.9984389,0.0003262814,0.0007578208,0.0002403037,0.000008098069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5740022,0.001064632,0.3558379,0.002638408,0.0003635924,0.0003861716,0.00578164,0.002486478,0.05743882],"genre_scores_gemma":[0.950254,0.0004969179,0.01354331,0.0001333535,0.00003797328,0.0003554802,0.0009469406,0.000140257,0.03409176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08421078,"threshold_uncertainty_score":0.1674412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285109285258657,"score_gpt":0.2534942999768603,"score_spread":0.2249833714509946,"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."}}