{"id":"W4385710491","doi":"10.1109/dsn58367.2023.00014","title":"Keynotes","year":2023,"lang":"en","type":"article","venue":"","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Automotive industry; Autonomy; Aerospace; Computer science; Focus (optics); Scalability; Software; Engineering management; Software engineering; Systems engineering; Risk analysis (engineering); Engineering; Business; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00202199,0.0009384616,0.0008714371,0.001587928,0.00315803,0.004719182,0.001539081,0.003712803,0.541593],"category_scores_gemma":[0.01227075,0.0003401946,0.0007586646,0.001247505,0.0006555654,0.003753341,0.003264991,0.00581208,0.3609848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342118,"about_ca_system_score_gemma":0.001881752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548264,"about_ca_topic_score_gemma":0.003982069,"domain_scores_codex":[0.998377,0.0002705058,0.0001152307,0.0003182356,0.0006777405,0.0002413213],"domain_scores_gemma":[0.9952223,0.001266816,0.0001772406,0.0003282791,0.001869017,0.001136334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000341868,0.00001115193,0.00003214461,0.00005027789,0.000001253455,0.00003204048,0.0000450931,0.00001536591,0.0001071474,0.003831655,0.9864856,0.009354172],"study_design_scores_gemma":[0.000005063821,0.000007684416,0.00008457564,0.00004816985,0.000001638224,0.00003383995,0.00006576765,0.0000161451,0.00006690165,0.0009319123,0.998735,0.000003364057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007918894,0.006118293,0.002504388,0.1014682,0.3125049,0.0003949459,0.00444318,0.001288459,0.5704858],"genre_scores_gemma":[0.006542581,0.00248909,0.0007608042,0.02683265,0.02835534,0.0002683758,0.002354519,0.0006148616,0.9317818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.458407,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007329905727976306,"score_gpt":0.1748006886301625,"score_spread":0.1674707829021862,"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."}}