{"id":"W2345191262","doi":"","title":"Space Software Validation using Abstract Interpretation","year":2009,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomembrane Technologies (Canada)","funders":"","keywords":"Software deployment; Software; Interpretation (philosophy); Computer science; Computation; Verification and validation; Abstract interpretation; Space (punctuation); Reliability engineering; Systems engineering; Data mining; Engineering; Software engineering; Algorithm; Operating system; Operations management; Programming language","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":[0.003893189,0.0001522265,0.0001780416,0.0002063312,0.000329664,0.0005875402,0.001094092,0.00009467985,0.0000591936],"category_scores_gemma":[0.002445135,0.0001577861,0.000138728,0.0008499518,0.00007832086,0.0007169956,0.0002110945,0.0002341673,0.00005570449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001164312,"about_ca_system_score_gemma":0.0001490798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000277065,"about_ca_topic_score_gemma":0.00005260087,"domain_scores_codex":[0.9967492,0.001615973,0.0003329783,0.000511837,0.00050079,0.0002891777],"domain_scores_gemma":[0.9958675,0.001119855,0.000197166,0.001277127,0.001397048,0.0001413149],"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":[0.00001857224,0.001059038,0.005377158,0.00007522744,0.00007136896,0.00001235992,0.01366369,0.001912777,0.03198812,0.1486778,0.0006524849,0.7964914],"study_design_scores_gemma":[0.0007020297,0.000002128664,0.02494036,0.000851444,0.00003444346,0.00002600074,0.0001296186,0.7188517,0.2167443,0.03403352,0.00299766,0.0006866952],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.122386,0.000148447,0.8673515,0.005967784,0.00006008089,0.0001299006,0.000001933974,0.0002716235,0.003682682],"genre_scores_gemma":[0.808704,0.00004579627,0.1904971,0.0000829643,0.00001280643,0.000004245942,0.00002901569,0.000007621388,0.0006164925],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7958047,"threshold_uncertainty_score":0.6434332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815376046744835,"score_gpt":0.2677352713904244,"score_spread":0.249581510922976,"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."}}