{"id":"W1517532474","doi":"10.1155/2015/143767","title":"CANDU Safety R&amp;D Status, Challenges, and Prospects in Canada","year":2015,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"Canadian Nuclear Safety Commission; University Network of Excellence in Nuclear Engineering","keywords":"Scope (computer science); Engineering; Excellence; Nuclear industry; Nuclear engineering; Safety standards; Political science; Computer science; Reliability engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945543,0.00006879315,0.0001397114,0.0001757252,0.0001347575,0.00002699138,0.0001501392,0.0000454986,0.0000399916],"category_scores_gemma":[0.0001844072,0.00005829275,0.000003192378,0.0003181619,0.0008700669,0.000228521,0.0001852969,0.00005993309,0.000005860124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470308,"about_ca_system_score_gemma":0.0009511876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1646136,"about_ca_topic_score_gemma":0.5639026,"domain_scores_codex":[0.9991469,0.00001379408,0.0001672991,0.0002189485,0.0002174544,0.0002356351],"domain_scores_gemma":[0.9995361,0.00001002889,0.00005761363,0.0001652607,0.0001436994,0.00008729124],"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":[0.00008192585,0.00005711454,0.01131918,0.00007466024,0.000005375021,0.000009941211,0.004512177,0.0000203747,0.7065229,0.2414078,0.0006340115,0.0353546],"study_design_scores_gemma":[0.002164846,0.0005670133,0.2097133,0.0002356805,0.00002015335,0.0001297002,0.02290787,0.000388109,0.01654413,0.02520329,0.7212729,0.0008529399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896976,0.001155639,2.903098e-7,0.002320837,0.0001383649,0.0001044439,0.00001392078,0.00003259973,0.006536271],"genre_scores_gemma":[0.9982622,0.0005475658,0.001115795,0.00004053403,0.000007589419,0.000001794242,4.460713e-7,0.000006027296,0.00001809449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7206389,"threshold_uncertainty_score":0.8409494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246181400967958,"score_gpt":0.2244752067323322,"score_spread":0.1920133927226527,"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."}}