{"id":"W4247276510","doi":"10.3327/jnst.44.597","title":"Remote Fabrication of DUPIC Fuel Pellets in a Hot Cell under Quality Assurance Program","year":2007,"lang":"en","type":"article","venue":"Journal of Nuclear Science and Technology","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pellets; Fabrication; Nuclear engineering; Quality assurance; Hot cell; Materials science; Environmental science; Engineering; Composite material; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003408438,0.00007517213,0.0002345427,0.0004148682,0.00007601277,0.00005396764,0.0004173755,0.00009393454,0.00004950631],"category_scores_gemma":[0.0003896733,0.00005661271,0.00002121134,0.0007167966,0.0008450573,0.0003017467,0.0001062079,0.000133537,0.00001338193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004901503,"about_ca_system_score_gemma":0.000137438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004354514,"about_ca_topic_score_gemma":0.00001824899,"domain_scores_codex":[0.9986734,0.00003557201,0.0005003313,0.0001653752,0.0003557302,0.0002695429],"domain_scores_gemma":[0.9988495,0.00003486707,0.0004409404,0.0001775796,0.0004287279,0.0000683896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000897247,0.00008087202,0.0004579423,0.00004066739,9.453146e-7,0.000006374408,0.0002234053,0.000002756246,0.9833265,0.0009050535,0.00005214594,0.01481361],"study_design_scores_gemma":[0.001537788,0.002188324,0.2352987,0.0002546786,0.00001964859,0.0002845549,0.003793531,0.0003396072,0.7295256,0.01372743,0.01263491,0.0003952474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976997,0.0002400349,0.00004829555,0.001198472,0.0002111019,0.00009160558,6.889688e-7,0.0000255616,0.0004845855],"genre_scores_gemma":[0.9900734,0.0001461731,0.009643774,0.00009339831,0.00002308535,1.946752e-7,2.38824e-8,0.000006689726,0.00001323354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.253801,"threshold_uncertainty_score":0.3113649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053179249300274,"score_gpt":0.2914389304305222,"score_spread":0.2709071379375195,"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."}}