{"id":"W2800799213","doi":"","title":"Software Safety - A journey across domains and safety standards","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Computer science; Software; Software engineering; Safety standards; Engineering; Programming language; Reliability 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02012606,0.0007634549,0.001433811,0.004260101,0.003376489,0.01990823,0.002249534,0.006026138,0.01014947],"category_scores_gemma":[0.02707851,0.0008622278,0.0009600061,0.004371156,0.01586582,0.03288084,0.009814482,0.01117979,0.002531738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514784,"about_ca_system_score_gemma":0.007743715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068144,"about_ca_topic_score_gemma":0.001377668,"domain_scores_codex":[0.9839229,0.007776132,0.001065048,0.001675618,0.004752593,0.0008077142],"domain_scores_gemma":[0.9532223,0.02685525,0.001356495,0.006175619,0.009402902,0.002987323],"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":[0.00004215974,0.00006243779,0.0006580651,0.0004148825,0.0000263283,0.00007008544,0.002268578,0.003925304,0.000581172,0.8354154,0.02016026,0.1363752],"study_design_scores_gemma":[0.000006808758,0.0000446389,0.000309025,0.0006007359,0.000009827604,0.0001445858,0.003205708,0.005122275,0.0003883642,0.8456013,0.14454,0.00002668018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02413447,0.07759544,0.4696569,0.3243244,0.004454975,0.00009511771,0.000295108,0.001133327,0.09831037],"genre_scores_gemma":[0.6372597,0.09197084,0.2007017,0.02012998,0.007924389,0.0002601072,0.001042043,0.001382185,0.03932912],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02012606,"threshold_uncertainty_score":0.106438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00938868084166282,"score_gpt":0.2311984076498517,"score_spread":0.2218097268081888,"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."}}