{"id":"W4417441020","doi":"10.1080/00295450.2025.2560754","title":"Methods for Extending the Reactor Core Lifetime of the Canadian Thermal Battery <sup>TM</sup>","year":2025,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Thermal Expansion and Ionic Conductivity","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Core (optical fiber); Thermal; Battery (electricity); Nuclear reactor core; Thermal runaway; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004988555,0.0006523671,0.0003228825,0.0002895959,0.0004098362,0.0004732136,0.001184493,0.0005583956,0.00219521],"category_scores_gemma":[0.001392262,0.0002854213,0.0005235036,0.0002334671,0.0005122733,0.0009292671,0.0004832901,0.0005838759,0.0003026134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996257,"about_ca_system_score_gemma":0.002421545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0418501,"about_ca_topic_score_gemma":0.06214456,"domain_scores_codex":[0.999859,0.00002257629,0.000003792241,0.00002558375,0.00006882527,0.00002021847],"domain_scores_gemma":[0.9996341,0.0001648201,0.0000578685,0.0000430878,0.00007938554,0.00002069407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008891533,0.00007043366,0.001529703,0.0002147973,0.0000221268,0.00008698351,0.0002223461,0.8626728,0.0490283,0.04497559,0.0009240592,0.04016395],"study_design_scores_gemma":[0.000007293527,0.00005491251,0.0004176733,0.0000167644,0.00001497558,0.00004381403,0.00004156398,0.9751888,0.0144411,0.003178437,0.006571854,0.0000228493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09944799,0.001099156,0.8796251,0.000457882,0.00006413857,0.0001247175,0.0002954723,0.0007367243,0.01814883],"genre_scores_gemma":[0.841405,0.001090585,0.1469683,0.00007821505,0.00001763115,0.000204671,0.0002467208,0.0002325918,0.009756302],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0418501,"threshold_uncertainty_score":0.08321297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401534730054133,"score_gpt":0.3165130206148801,"score_spread":0.2924976733143388,"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."}}