{"id":"W4402398357","doi":"10.13182/physor24-43528","title":"Verification of a CARIBOU-OpenMC Workflow for the Analysis of HTGR-Like Systems Using the Proposed Ontario Tech Subcritical Assembly","year":2024,"lang":"en","type":"article","venue":"","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workflow; Computer science; Systems engineering; Software engineering; Engineering; Database","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00417425,0.001438902,0.0008292213,0.002271705,0.001732351,0.002603191,0.002928944,0.001881665,0.01571644],"category_scores_gemma":[0.01127032,0.0008164439,0.001510931,0.0005968232,0.001335155,0.00152563,0.003560753,0.001303709,0.005548312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231813,"about_ca_system_score_gemma":0.005682614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316142,"about_ca_topic_score_gemma":0.01601599,"domain_scores_codex":[0.9968926,0.0003441247,0.0002805806,0.0005144573,0.001611198,0.000357015],"domain_scores_gemma":[0.9919315,0.001855444,0.0004416408,0.002610393,0.002869196,0.0002918475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002219134,0.0004742212,0.03513791,0.001929089,0.0004269258,0.004612215,0.003481237,0.1160073,0.3232628,0.0687617,0.04449719,0.3991902],"study_design_scores_gemma":[0.0001540034,0.0002215488,0.007887603,0.000274365,0.0000932635,0.001002533,0.0006666542,0.6148947,0.2693877,0.01527134,0.0899222,0.00022408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02642217,0.0001270568,0.9253537,0.0002860046,0.0001409864,0.0003972217,0.001197475,0.03928391,0.006791519],"genre_scores_gemma":[0.2444688,0.0001281824,0.739845,0.0002699,0.00005016469,0.0005109693,0.003009636,0.005352066,0.006365295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01571644,"threshold_uncertainty_score":0.05257672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06156416623542329,"score_gpt":0.3662419772707184,"score_spread":0.3046778110352951,"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."}}