{"id":"W3005724777","doi":"10.1109/issre.2019.00045","title":"Criteria to Systematically Evaluate (Safety) Assurance Cases","year":2019,"lang":"en","type":"article","venue":"","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Soundness; Computer science; Identification (biology); Process (computing); Risk analysis (engineering); Quality assurance; Safety assurance; Quality (philosophy); Notation; Reliability engineering; Engineering; Operations management; Medicine","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":[0.0003563748,0.0002297345,0.0003835961,0.0001227639,0.00001885521,0.00005363558,0.0002418459,0.00007403053,0.0008968858],"category_scores_gemma":[0.0001094803,0.0002138588,0.00006716645,0.0002468011,0.000005889537,0.0001315447,0.00003618927,0.00009013654,0.006481285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570515,"about_ca_system_score_gemma":0.00002040597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001295534,"about_ca_topic_score_gemma":0.000005690368,"domain_scores_codex":[0.9986665,0.00003226406,0.000478228,0.0002266122,0.0002437772,0.0003525921],"domain_scores_gemma":[0.998943,0.0002525576,0.00001831829,0.0005775017,0.00006189317,0.0001467297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000275553,0.00002374705,0.001222968,0.006455319,0.0002546594,0.00006036512,0.0004450798,0.9249657,0.04651316,0.006950432,0.01200199,0.001078963],"study_design_scores_gemma":[0.001115241,0.000191218,0.01730182,0.002372148,0.00005558956,0.0003877243,0.0001955719,0.8635983,0.007993858,0.00004932287,0.1050746,0.001664573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3881177,0.0006104432,0.3059461,0.0004567376,0.008933515,0.003584517,0.0000452721,0.005604156,0.2867016],"genre_scores_gemma":[0.9870641,0.00000353843,0.009498781,0.0000760031,0.00009239297,0.00008161543,0.000003035627,0.0000754961,0.003104993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5989465,"threshold_uncertainty_score":0.9942923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100388508439069,"score_gpt":0.2400720813101664,"score_spread":0.2290681962257757,"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."}}