{"id":"W2808823565","doi":"10.1145/3183440.3195037","title":"Assurance cases for scientific computing software","year":2018,"lang":"en","type":"article","venue":"","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Computer science; Software engineering; Software; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001548805,0.0001085161,0.0001177852,0.00007012609,0.0001199401,0.00007345621,0.0001379807,0.0000405955,0.00003638655],"category_scores_gemma":[0.0001059576,0.000110998,0.00004250478,0.0001671033,0.00005263291,0.00008163833,0.00001713436,0.00003941663,0.0001380195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144474,"about_ca_system_score_gemma":0.00001531871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003773267,"about_ca_topic_score_gemma":0.00001455993,"domain_scores_codex":[0.999333,0.000003482171,0.000167061,0.0001622117,0.00007772868,0.0002564739],"domain_scores_gemma":[0.9994143,0.0002120268,0.00001344296,0.0002323827,0.00008219599,0.00004565517],"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":[0.00002531497,0.0001087042,0.008009716,0.004579209,0.0004165893,0.0000319155,0.002775367,0.479573,0.0273585,0.008222884,0.3531143,0.1157844],"study_design_scores_gemma":[0.000352193,0.00004298943,0.001673948,0.0001440857,0.000008185099,0.00004845448,0.00004094324,0.5780725,0.01717342,0.00004720393,0.4020224,0.0003737397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05001377,0.0002075673,0.9406378,0.00001743129,0.00410679,0.0003461089,0.00001220191,0.001981907,0.002676419],"genre_scores_gemma":[0.9173908,4.095632e-7,0.08143408,0.00001074582,0.0004452617,0.00002526621,0.000005490579,0.00003736157,0.0006505816],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.867377,"threshold_uncertainty_score":0.4526367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936659970678789,"score_gpt":0.2330940477964698,"score_spread":0.2137274480896819,"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."}}