{"id":"W2287240226","doi":"10.1080/00223131.2015.1129367","title":"Burnable absorber-integrated guide thimble (BigT) – II: application to 3D PWR core design","year":2016,"lang":"en","type":"article","venue":"Journal of Nuclear Science and Technology","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Institute of Energy Technology Evaluation and Planning; Mount Allison University","keywords":"Nuclear engineering; Core (optical fiber); Pressurized water reactor; Materials science; Radiochemistry; Engineering; Chemistry; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121437,0.0001202477,0.0001855775,0.0005935992,0.0001299015,0.00003609683,0.000579036,0.0001209183,0.0000274836],"category_scores_gemma":[0.0002215035,0.00008520151,0.00002188183,0.001004656,0.0002150709,0.0002996326,0.0001116736,0.0001991296,0.0000904818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811487,"about_ca_system_score_gemma":0.00005794975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002881314,"about_ca_topic_score_gemma":0.000001280265,"domain_scores_codex":[0.9990159,0.000005126035,0.000275721,0.0001506404,0.0002455509,0.0003070898],"domain_scores_gemma":[0.9992151,0.00002528169,0.00007696677,0.0002586466,0.0002934071,0.0001306108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001122152,0.00001694029,0.00003409509,0.000006331529,0.00001450906,0.0000140058,0.00008608252,0.004841919,0.9058658,0.00214448,0.007525661,0.07943889],"study_design_scores_gemma":[0.0008260005,0.001024725,0.0008203112,0.0002230919,0.0000337821,0.0009969057,0.0002314812,0.112564,0.04426694,0.00325896,0.8352557,0.0004981023],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128028,0.0001759373,0.07836198,0.004871336,0.0004300841,0.0002389265,0.000002015543,0.0006400052,0.002476895],"genre_scores_gemma":[0.9621327,0.0001337866,0.03742024,0.0001098556,0.00004591983,0.000002247037,3.06721e-8,0.00003616906,0.000119087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8615989,"threshold_uncertainty_score":0.3474417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008876984434161314,"score_gpt":0.2135626801814502,"score_spread":0.2046856957472888,"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."}}