{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007279881,0.0006012284,0.0006790628,0.0001660285,0.0004403634,0.0004827775,0.001082198,0.0005534874,0.0001437797],"category_scores_gemma":[0.00117509,0.000685368,0.0002173384,0.0003096569,0.0003181445,0.0001729956,0.001394659,0.001024634,0.00003679791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007497934,"about_ca_system_score_gemma":0.0002818536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002367154,"about_ca_topic_score_gemma":0.0006033751,"domain_scores_codex":[0.995715,0.001331132,0.0008985783,0.0007741989,0.0006214897,0.0006595741],"domain_scores_gemma":[0.9943937,0.001019595,0.0002733234,0.002323608,0.001660975,0.000328769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004354099,0.001288192,0.01871104,0.01726614,0.005310525,0.0001783207,0.2133151,0.1179536,0.005482865,0.08299641,0.05228327,0.4847792],"study_design_scores_gemma":[0.00349493,0.000001892268,0.03465288,0.01412902,0.0001862512,0.0001930159,0.0005245477,0.1598414,0.01488798,0.002894767,0.7657346,0.003458777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05325981,0.003460441,0.9120481,0.001281727,0.00130609,0.0008023956,0.001536713,0.002018875,0.02428586],"genre_scores_gemma":[0.8608817,0.002905134,0.1312435,0.00005572565,0.0002214993,0.0001553277,0.000713232,0.0003644763,0.003459411],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8076218,"threshold_uncertainty_score":0.9995598,"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."}}