{"id":"W2186159877","doi":"","title":"Application of Tabular Methods to the Speciflcation and Veriflcation of a Nuclear Reactor Shutdown System","year":2001,"lang":"en","type":"article","venue":"","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suite; Software; Software engineering; Shutdown; Process (computing); Nuclear power; Systems engineering; Computer science; Work (physics); Selection (genetic algorithm); Engineering; Operating system; Artificial intelligence; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190768,0.00005127459,0.0001289808,0.00009352827,0.00004446587,0.00003182348,0.0004195395,0.00003409683,0.000008254585],"category_scores_gemma":[0.0001381193,0.00003505332,0.00003762531,0.000764613,0.00003590002,0.0001411536,0.0001193748,0.00004570695,0.00001291799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003530737,"about_ca_system_score_gemma":0.0000209368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003054698,"about_ca_topic_score_gemma":0.00001082336,"domain_scores_codex":[0.9990571,0.0001652695,0.0002371519,0.0002096086,0.0002444245,0.00008649844],"domain_scores_gemma":[0.9988401,0.0001989649,0.00009195021,0.0006164802,0.0002074658,0.0000450325],"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":[0.00002817656,0.0001238069,0.004482744,0.000147011,0.00004493362,2.85365e-7,0.002021075,0.000271202,0.06541114,0.2613778,0.0002695602,0.6658222],"study_design_scores_gemma":[0.0002516971,0.0001780493,0.06191321,0.00004864634,0.00003136137,0.000009929935,0.001158343,0.8714421,0.02365226,0.001394112,0.03973626,0.0001840367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05180668,0.00004551143,0.9459201,0.001277647,0.0000179571,0.0002372082,6.062137e-7,0.00004048879,0.0006537947],"genre_scores_gemma":[0.8627199,0.00003261105,0.1371524,0.00003086036,0.0000191069,0.00001208536,0.000001136586,0.000003057506,0.00002879914],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8711709,"threshold_uncertainty_score":0.1429433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813443198710177,"score_gpt":0.3180393741988065,"score_spread":0.2999049422117047,"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."}}