{"id":"W7100556185","doi":"","title":"COMMITTEE ON THE SAFETY OF NUCLEAR INSTALLATIONS INTERNATIONAL STANDARD PROBLEM (ISP) NO. 41 CONTAINMENT IODINE COMPUTER CODE EXERCISE BASED ON","year":2009,"lang":"en","type":"article","venue":"","topic":"Powder Metallurgy Techniques and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Containment (computer programming); National Electrical Code; Code of practice; National standard; International standard","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002215563,0.0001352681,0.0001933018,0.00006314188,0.00004858296,0.00003579143,0.0001934056,0.0000485513,0.001175765],"category_scores_gemma":[0.000005911151,0.00009454921,0.00006210309,0.00004677722,0.00002311205,0.00004771548,0.00002417145,0.0000857386,0.00003519005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009108171,"about_ca_system_score_gemma":0.000008609312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005743836,"about_ca_topic_score_gemma":0.00000301353,"domain_scores_codex":[0.9992124,0.00002246449,0.0002891711,0.0001117313,0.0002373163,0.0001269342],"domain_scores_gemma":[0.9995646,0.00004730786,0.00004585517,0.0002421825,0.00006371646,0.00003634535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002270666,0.0009513054,0.00009913448,0.0001612837,0.0002922524,0.00001802441,0.0005879339,0.2907708,0.04652907,0.3509696,0.2692214,0.0381285],"study_design_scores_gemma":[0.002348494,0.00120065,0.002750597,0.0005849205,0.00003429655,0.000001938936,0.00003126729,0.3346725,0.03136197,0.00197763,0.6245182,0.0005175648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08133751,0.00002370529,0.2813643,0.0132402,0.001534429,0.00307343,0.000826196,0.002196189,0.616404],"genre_scores_gemma":[0.9818087,0.00004049863,0.01682034,0.00108676,0.00004765243,0.00001207655,0.00003175733,0.00001925941,0.0001329996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9004712,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009135016593493455,"score_gpt":0.2139931059300811,"score_spread":0.2048580893365876,"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."}}