{"id":"W2372623257","doi":"","title":"Parameters Calculation of Fuel Assembly With Complex Geometry","year":2006,"lang":"en","type":"article","venue":"Nuclear Instruments and Methods in Physics Research Section B Beam Interactions with Materials and Atoms","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmark (surveying); Code (set theory); Nuclear engineering; Complex geometry; Computer science; Mechanical engineering; Geometry; Engineering; Mathematics; Geology; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847079,0.0008127538,0.0006244385,0.0009431752,0.0007235163,0.0008607854,0.00105767,0.0006717975,0.005847171],"category_scores_gemma":[0.001271158,0.000429365,0.0004385311,0.0007830704,0.0003690784,0.0008802422,0.0007098395,0.0004143752,0.0008732849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088999,"about_ca_system_score_gemma":0.0009211659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004415443,"about_ca_topic_score_gemma":0.003898485,"domain_scores_codex":[0.9997562,0.00003402102,0.000008895249,0.0000389664,0.0001284643,0.00003346681],"domain_scores_gemma":[0.9996933,0.00007558914,0.00003607221,0.0000627029,0.0001117922,0.00002057519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005713339,0.00001930113,0.00141219,0.0001230643,0.00001852353,0.0001879065,0.00008009066,0.9151894,0.006318189,0.04370983,0.002518522,0.03036574],"study_design_scores_gemma":[0.00001750133,0.00002117403,0.0005201047,0.000008578938,0.000005948359,0.00007666104,0.00002211711,0.9751087,0.007803704,0.007112851,0.009285377,0.00001728182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1739592,0.000481407,0.7263982,0.0001840968,0.0001986712,0.0001640226,0.00148359,0.001746422,0.09538434],"genre_scores_gemma":[0.8415936,0.0002541712,0.1409989,0.00005890079,0.00002622185,0.0002554667,0.001319348,0.0009904045,0.01450311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005847171,"threshold_uncertainty_score":0.01956081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06772145918211715,"score_gpt":0.3866580751349716,"score_spread":0.3189366159528544,"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."}}