{"id":"W3193261273","doi":"","title":"The next generation CANDU design","year":2002,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002534892,0.00005255206,0.00004286546,0.00001114359,0.000286846,0.000515599,0.0004902245,0.00002025954,0.00001888481],"category_scores_gemma":[0.00001582622,0.00003139912,0.00002154418,0.0001441418,0.00001088376,0.0001546796,0.0000455252,0.0000380523,0.0002552321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001296383,"about_ca_system_score_gemma":0.000009660121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002959469,"about_ca_topic_score_gemma":0.000008297862,"domain_scores_codex":[0.9994028,0.00008619316,0.0001065548,0.0001321559,0.0001235274,0.0001487576],"domain_scores_gemma":[0.9995089,0.00009188206,0.00002925987,0.0002997377,0.0000341558,0.00003602175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.284351e-7,0.00002761822,0.00005588534,0.000001888384,0.00001470349,0.00000655647,0.0005483268,0.007360414,0.0008794997,0.2424833,0.6302329,0.1183882],"study_design_scores_gemma":[0.00005280656,0.00001813489,0.00002379775,0.000001451186,5.360135e-7,0.000009024308,0.000004291344,0.9072406,0.0001478813,0.0002279431,0.09222234,0.00005119429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004367252,0.0003464778,0.9827346,0.001400734,0.0005281648,0.00007497117,1.450941e-7,0.0001275495,0.01435061],"genre_scores_gemma":[0.9832287,0.00001931958,0.01081266,0.0002233979,0.0001815904,0.000005658391,6.705924e-7,0.000002240282,0.005525737],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.982792,"threshold_uncertainty_score":0.4971934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711146001084721,"score_gpt":0.2450854649893362,"score_spread":0.0739708648808641,"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."}}