{"id":"W7163701182","doi":"10.13182/t130-41340","title":"Discrepancy Between Directly Using Unresolved Resonance Realizations and Probability Tables for Neutron Slowing Down","year":2023,"lang":"","type":"article","venue":"Transactions of the American Nuclear Society","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Compute Canada","funders":"","keywords":"Resonance (particle physics); Neutron; Epithermal neutron; Nuclear reaction; Slowdown; Uranium-235","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002691174,0.0003248467,0.0005738906,0.00005580253,0.0006804924,0.00007400358,0.0003186946,0.0000956391,0.00001542126],"category_scores_gemma":[0.00002475681,0.0003168577,0.0005761737,0.001571826,0.0004768517,0.0002618502,0.00005132868,0.0003583331,0.000001890253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185804,"about_ca_system_score_gemma":0.00005394183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530095,"about_ca_topic_score_gemma":0.00003253289,"domain_scores_codex":[0.9983073,0.00005104509,0.0004676015,0.000405197,0.0002247723,0.0005440159],"domain_scores_gemma":[0.9987795,0.0002311997,0.0001825251,0.0006035636,0.00007903056,0.0001241963],"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":[0.0001330567,0.000314436,0.005315024,0.003397189,0.002390719,7.5017e-7,0.01740878,0.6181492,0.2590547,0.004256122,0.001450435,0.08812958],"study_design_scores_gemma":[0.0008152622,0.0001775904,0.06953852,0.0005819554,0.0009174196,0.000002622629,0.002970428,0.8919672,0.001125377,0.0007126927,0.03030587,0.0008850052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703393,0.0002586639,0.02660518,0.0003376216,0.0003076988,0.000752243,0.0009252534,0.0003787141,0.00009531401],"genre_scores_gemma":[0.9880494,0.0009429419,0.01060287,0.00001499896,0.0001215953,0.00001929575,0.0000139006,0.000183912,0.00005108825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738181,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115079754018745,"score_gpt":0.2446783426426349,"score_spread":0.2235275451024474,"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."}}