{"id":"W2098280085","doi":"10.1145/2593069.2602976","title":"Safety Evaluation of Automotive Electronics Using Virtual Prototypes","year":2014,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Dependability; Automotive electronics; Automotive industry; Electronics; Automotive engineering; Computer science; Functional safety; Reliability engineering; Manufacturing engineering; Engineering; Embedded system; Electrical engineering","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":[0.001776641,0.00006694022,0.00009681007,0.0000650389,0.00005369243,0.00002342415,0.000291741,0.00003675494,0.000007970638],"category_scores_gemma":[0.0008286381,0.00005722739,0.00002705455,0.0002103631,0.00002425062,0.0001528339,0.00008011427,0.00005919858,0.000003076152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006962568,"about_ca_system_score_gemma":0.0001604531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004161205,"about_ca_topic_score_gemma":0.000003568574,"domain_scores_codex":[0.9990113,0.0001621517,0.0001533148,0.0001777667,0.0003622083,0.0001332261],"domain_scores_gemma":[0.9989907,0.0001736493,0.00008480642,0.000314634,0.0004130838,0.00002316281],"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":[0.0000134923,0.0001219125,0.002542018,0.00001681788,0.00002725621,2.70163e-7,0.0007153625,0.008463144,0.001345251,0.1348557,0.001032673,0.8508661],"study_design_scores_gemma":[0.0001338541,0.000189756,0.0008906809,0.00002203075,0.000008900059,0.000003822735,0.000001610902,0.9204483,0.01266035,0.06547458,0.00009196581,0.00007412671],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03179609,0.00002085672,0.9633889,0.00005440097,0.00004730897,0.0002651511,1.836909e-7,0.002560496,0.00186665],"genre_scores_gemma":[0.7388941,4.783711e-7,0.2610084,0.00005482316,0.00001494569,0.000009912346,4.629073e-7,0.000003695674,0.00001311397],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9119852,"threshold_uncertainty_score":0.2333665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569247173246839,"score_gpt":0.3091718003874681,"score_spread":0.2734793286549997,"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."}}