{"id":"W4236112680","doi":"10.1520/mnl12113r","title":"Development of Zirconium—Barrier Fuel Cladding","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"FuelCell Energy (Canada)","funders":"","keywords":"Cladding (metalworking); Zirconium; Materials science; Metallurgy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003324135,0.0002653194,0.000426979,0.00007346655,0.00009948533,0.00008150536,0.000314016,0.0003623099,0.07327405],"category_scores_gemma":[0.00001267816,0.0001981244,0.00007414045,0.000006985537,0.0001543789,0.00008321567,0.0002244676,0.0001680836,0.002235011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002455192,"about_ca_system_score_gemma":0.0001649288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001046973,"about_ca_topic_score_gemma":0.00003728591,"domain_scores_codex":[0.9986438,0.000008642268,0.0005368309,0.0003125456,0.0002852964,0.0002128728],"domain_scores_gemma":[0.9992115,0.00001632804,0.000248275,0.0003444283,0.000100071,0.00007934541],"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":[0.00002234015,0.000003702204,3.219137e-7,0.0001393515,0.00001178903,0.00000201598,0.0004472268,7.225214e-8,0.9692873,0.02838072,0.0002587058,0.001446472],"study_design_scores_gemma":[0.00005557642,0.00001201948,0.000003690471,0.00007299445,0.000009844503,0.000002551751,0.00001293746,2.139052e-7,0.5126776,0.001650706,0.4853171,0.000184771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03717585,0.0001525843,0.00003593371,0.00002961834,0.001648187,0.0001778016,0.00004530891,0.0001017817,0.9606329],"genre_scores_gemma":[0.04246993,0.00004876936,0.06751799,0.0001860345,0.0003666943,0.000008968502,0.00001541983,0.0001237471,0.8892624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4850584,"threshold_uncertainty_score":0.9985419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899836937694216,"score_gpt":0.2219066847461755,"score_spread":0.1929083153692333,"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."}}