{"id":"W2076518918","doi":"10.1115/icone12-49004","title":"Auditing Supports the Integration of Management Systems in the Nuclear Industry","year":2004,"lang":"en","type":"article","venue":"12th 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":"University of Manitoba; University of Alberta","funders":"","keywords":"Audit; Function (biology); Quality management system; Process management; Internal audit; Risk analysis (engineering); Quality audit; Quality (philosophy); System integration; Management system; Business; Computer science; Knowledge management; Engineering management; Accounting; Quality management; Engineering; Operations management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00153997,0.0001432608,0.0001911703,0.0003187227,0.00008760453,0.0003204459,0.001334984,0.0001071946,0.001475645],"category_scores_gemma":[0.0003705838,0.00008596755,0.0001142233,0.0004889917,0.00006337729,0.0002193825,0.0001028384,0.000477358,0.0003318776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000961335,"about_ca_system_score_gemma":0.00002395056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002415073,"about_ca_topic_score_gemma":0.00002091428,"domain_scores_codex":[0.9975696,0.00007260468,0.0006047613,0.0002807003,0.001294145,0.0001781689],"domain_scores_gemma":[0.9989276,0.0001104324,0.0002600559,0.0004569091,0.0002049749,0.00004000469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003610025,0.0001189281,0.0006623425,0.000009678965,0.000094084,0.00004044491,0.003110994,0.2113368,0.0002738277,0.768851,0.003659729,0.01180605],"study_design_scores_gemma":[0.0007720157,0.0001789495,0.07354271,0.0003774744,0.00004510139,0.00004204411,0.02487394,0.7717004,0.00004338518,0.00898292,0.119045,0.0003959923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063435,0.00003950522,0.005523245,0.01775022,0.001477224,0.0005072351,0.00004073179,0.00008650852,0.06823182],"genre_scores_gemma":[0.9984796,0.00005058758,0.0002952667,0.0001880139,0.00008844727,0.000009506157,0.000005061581,0.0000138585,0.0008696315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7598681,"threshold_uncertainty_score":0.9994372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845921608514669,"score_gpt":0.3150616435527632,"score_spread":0.2566024274676165,"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."}}