{"id":"W114833905","doi":"10.2172/990701","title":"Decomposition of Rare Earth Loaded Resin Particles","year":2010,"lang":"en","type":"report","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fabrication; Materials science; Nuclear engineering; Ceramic; Nuclear fuel; Spent nuclear fuel; Plutonium; MOX fuel; Decay heat; Uranium; Americium; Waste management; Radiochemistry; Engineering; Composite material; Metallurgy; Chemistry","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":[0.00061862,0.0001635412,0.0003907344,0.00005084363,0.00006649957,0.0001089529,0.0002025694,0.0002621838,0.01215629],"category_scores_gemma":[0.00008333188,0.0001159028,0.00007545702,0.00003923126,0.000119261,0.0001053799,0.0001043295,0.0001190114,0.0004818018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000147577,"about_ca_system_score_gemma":0.0002489717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009812004,"about_ca_topic_score_gemma":0.0001528544,"domain_scores_codex":[0.9985519,0.00008090214,0.0004506032,0.0002510511,0.0004671241,0.0001983955],"domain_scores_gemma":[0.9989985,0.00002735403,0.000278431,0.0003676587,0.0002720242,0.00005599596],"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":[0.0000509281,0.00002536277,0.00001601829,0.0002081464,0.000005585591,0.000004633308,0.00004932962,8.921657e-7,0.9906974,0.0000838133,0.007863955,0.0009939169],"study_design_scores_gemma":[0.00008474456,0.00006416617,0.0006284721,0.0001259461,0.00002407255,0.00002057314,0.00001746641,0.000002354473,0.9094148,0.0002156836,0.08925232,0.0001494572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603024,0.000304147,0.00001354697,0.0001093978,0.001887027,0.0001745381,0.00009018218,0.00009786362,0.03702096],"genre_scores_gemma":[0.9884831,0.000199078,0.00390406,0.0000464186,0.0004458238,0.00001040386,0.00003829708,0.00004364507,0.006829228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08138837,"threshold_uncertainty_score":0.9887468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315860761076156,"score_gpt":0.2909235916000985,"score_spread":0.2477649839893369,"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."}}