{"id":"W2086583263","doi":"10.1115/icone10-22719","title":"Next Generation CANDU Performance Assurance","year":2002,"lang":"en","type":"article","venue":"10th International Conference on Nuclear Engineering, Volume 2","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Reliability engineering; Systems engineering; Electricity generation; Quality assurance; Risk analysis (engineering); Computer science; New product development; Engineering; Operations management; Power (physics); Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007191007,0.0009541179,0.0006104783,0.001938741,0.001476874,0.00342695,0.002486109,0.001535213,0.03492853],"category_scores_gemma":[0.007678196,0.0004052547,0.0006466743,0.0008489325,0.000692311,0.0028376,0.002480162,0.002254261,0.01389068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970174,"about_ca_system_score_gemma":0.004165766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275212,"about_ca_topic_score_gemma":0.002395785,"domain_scores_codex":[0.9938564,0.0005883786,0.0001100133,0.0003347294,0.004620384,0.0004901108],"domain_scores_gemma":[0.9918957,0.0006743265,0.0004342428,0.001308143,0.005179825,0.0005076841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001228613,0.0005113896,0.008140038,0.0008031412,0.00006862634,0.0008378638,0.0007025735,0.02624589,0.09475949,0.09215711,0.1956683,0.578877],"study_design_scores_gemma":[0.0001102331,0.001067879,0.004955225,0.0002051455,0.00004592404,0.0009671742,0.000204091,0.03382888,0.07982294,0.007509517,0.8711529,0.0001301117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06860278,0.002980556,0.2755815,0.004748246,0.001434018,0.001055636,0.003008841,0.02405676,0.6185317],"genre_scores_gemma":[0.5408184,0.002200856,0.1666213,0.002047747,0.0006468178,0.0007855412,0.008922804,0.004756628,0.2732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03492853,"threshold_uncertainty_score":0.1168476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1521352935428454,"score_gpt":0.3027003594761958,"score_spread":0.1505650659333504,"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."}}