{"id":"W2017055613","doi":"10.1080/18811248.2004.9715491","title":"Probabilistic Safety Assessment for Instrumentation and Control Systems in Nuclear Power Plants: An Overview","year":2004,"lang":"en","type":"article","venue":"Journal of Nuclear Science and Technology","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nuclear power; Instrumentation (computer programming); Quality assurance; Risk analysis (engineering); Reliability engineering; Probabilistic logic; System safety; Computer science; Nuclear power plant; Control (management); Electric power system; Quality (philosophy); Systems engineering; Engineering; Business; Power (physics); 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":[],"consensus_categories":[],"category_scores_codex":[0.004285857,0.00008556258,0.0003557773,0.0009614931,0.0002651433,0.000243825,0.0005116775,0.00009059834,0.00001077483],"category_scores_gemma":[0.000892208,0.00005870151,0.00003575396,0.001059428,0.0005797146,0.0009247183,0.00006684226,0.0001699882,0.000002771282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413236,"about_ca_system_score_gemma":0.000183945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002344127,"about_ca_topic_score_gemma":0.00002620111,"domain_scores_codex":[0.9980767,0.00005503822,0.0006730712,0.0002723721,0.0007213013,0.0002015291],"domain_scores_gemma":[0.9986804,0.0001275221,0.0004329671,0.0002042236,0.0004551437,0.00009976529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005726024,0.0005864809,0.01067902,0.00004231155,0.00007597029,0.0000877467,0.002384513,0.003688626,0.01943116,0.6305734,0.0001670698,0.3317111],"study_design_scores_gemma":[0.01345161,0.007621758,0.1943928,0.0004790919,0.0001476157,0.001942957,0.05081121,0.09088058,0.00006731991,0.5982727,0.04121911,0.0007132246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904473,0.0004241048,0.0004852764,0.008184431,0.0001428568,0.0002002004,0.000006677368,0.00001107774,0.00009808774],"genre_scores_gemma":[0.9964169,0.0007470362,0.00264469,0.0001703039,0.00001218295,0.000001348766,9.346063e-8,0.000004997125,0.000002429588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3309979,"threshold_uncertainty_score":0.2393778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377794749290136,"score_gpt":0.3680406025739103,"score_spread":0.3242626550810089,"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."}}