{"id":"W4390849462","doi":"10.2172/2280899","title":"Improving Fission Products at CARIBU: Near Field Detection (Q1/FY24 Quarterly Progress Report)","year":2024,"lang":"en","type":"report","venue":"","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fission; Field (mathematics); Environmental science; Nuclear physics; Physics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002459179,0.000397249,0.0003919035,0.00006887632,0.0003293297,0.0003747427,0.0002005997,0.0001965422,0.0004682851],"category_scores_gemma":[0.00001030905,0.0003415118,0.0002724678,0.0002805308,0.00005133968,0.0001151882,0.0001684536,0.0006216973,0.0003281059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898622,"about_ca_system_score_gemma":0.0006286128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193772,"about_ca_topic_score_gemma":0.00004554354,"domain_scores_codex":[0.997537,0.00002049301,0.0005652877,0.0009629753,0.000545497,0.0003687046],"domain_scores_gemma":[0.9980729,0.00002845091,0.0004462672,0.0009276605,0.0004031677,0.0001215804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009737249,0.0001618928,0.0004070378,0.0004640353,0.0002319647,0.00004929757,0.0001763186,0.000002232532,0.00744113,0.001569714,0.08009873,0.9093879],"study_design_scores_gemma":[0.0001441103,0.0002271026,0.0001483722,0.0002385157,0.0003439582,0.00007135035,0.0001198191,0.0007038949,0.03065217,0.004375053,0.9621412,0.0008344111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1874103,0.002044928,0.009926582,0.00575195,0.01157306,0.006469587,0.0005801847,0.001817343,0.7744261],"genre_scores_gemma":[0.9306647,0.000004798059,0.0006210147,0.00001793153,0.00326916,0.0003573049,0.000644228,0.0001479421,0.06427289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9085535,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085514129521442,"score_gpt":0.2730515537325843,"score_spread":0.2621964124373699,"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."}}