{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01469102,0.0007842686,0.0006735897,0.004501037,0.007943065,0.01117204,0.004519014,0.00342697,0.01422009],"category_scores_gemma":[0.00870214,0.000598818,0.0008275369,0.005873485,0.005710424,0.003932111,0.003665378,0.002853029,0.003542562],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0794653,"about_ca_system_score_gemma":0.3224401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9292068,"about_ca_topic_score_gemma":0.9262031,"domain_scores_codex":[0.9870825,0.0006870934,0.000356825,0.0009095432,0.008058184,0.00290592],"domain_scores_gemma":[0.9656921,0.001687094,0.001222566,0.0008072733,0.02336675,0.007224251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003586837,0.0003472651,0.01540642,0.003009692,0.00006917805,0.0007248613,0.001230856,0.003879479,0.007315888,0.1559699,0.2674297,0.5442582],"study_design_scores_gemma":[0.0000202832,0.0001074149,0.01206285,0.0008839752,0.00002065123,0.0001497105,0.00165213,0.001123638,0.002969312,0.003297221,0.9776506,0.00006213418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05456937,0.2468693,0.01236656,0.3162681,0.004200351,0.0006893967,0.003726669,0.002295372,0.3590148],"genre_scores_gemma":[0.3607747,0.3124094,0.06162179,0.03416427,0.001042477,0.0002877431,0.006067395,0.0006240208,0.2230082],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9205347,"threshold_uncertainty_score":0.5765638,"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."}}