{"id":"W4319457597","doi":"10.1515/kern-2022-0095","title":"Model of terminal debris bed formation after a CANDU core collapse","year":2023,"lang":"en","type":"article","venue":"Kerntechnik","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Debris; Porosity; Core (optical fiber); Nuclear engineering; Decay heat; Environmental science; Geology; Debris flow; Materials science; Geotechnical engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241855,0.00009186834,0.0001583745,0.00007404081,0.00005587427,0.00004139713,0.0001517972,0.00006216786,0.0002915207],"category_scores_gemma":[0.00002395539,0.00007316653,0.00003657979,0.0001261694,0.00006956916,0.0001840076,0.0001026197,0.00003228831,0.0003510457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000227401,"about_ca_system_score_gemma":0.00003020567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001136836,"about_ca_topic_score_gemma":0.00004510353,"domain_scores_codex":[0.9992459,0.0000180492,0.0002326503,0.0001328467,0.0001827961,0.0001877915],"domain_scores_gemma":[0.9996179,0.000008653161,0.00008299063,0.0001956735,0.0000589619,0.00003584316],"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":[0.0001272423,0.00001029366,0.0000507425,0.00009113176,0.000001451638,0.000006223861,0.000508848,0.00002460969,0.9962261,0.0001606508,0.002441798,0.0003509582],"study_design_scores_gemma":[0.0002215206,0.00007303977,0.0002808619,0.0001058445,0.00001282957,0.00001349627,0.0001281756,0.01076593,0.9857613,0.001136541,0.001358373,0.0001420368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986298,0.0000317736,0.000114404,0.00009258388,0.0001490365,0.0001621919,0.0001071855,0.0002042158,0.000508812],"genre_scores_gemma":[0.9982409,0.00002151445,0.00108201,0.00007013966,0.00003023355,0.00005467689,0.000007017624,0.00001675142,0.000476792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074132,"threshold_uncertainty_score":0.4512099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491249638455205,"score_gpt":0.2541939320194503,"score_spread":0.2092814356348983,"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."}}