{"id":"W7125587271","doi":"10.1109/cascon66301.2025.00125","title":"Framework for Source Code Compliance Analysis","year":2025,"lang":"","type":"article","venue":"","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Orthopaedic Research Foundation","keywords":"XACML; Backup; Source code; NIST; Pipeline (software); Code (set theory); Abstract syntax tree; Access control; Parsing","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":[0.0007800661,0.0002791469,0.000535518,0.0004695719,0.0009165074,0.000850878,0.002116388,0.0002612188,0.0001857755],"category_scores_gemma":[0.0004218972,0.0003121241,0.0005466699,0.005594376,0.0001529155,0.0002350845,0.00048613,0.0003421684,0.0000761708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009463761,"about_ca_system_score_gemma":0.0002153129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004225277,"about_ca_topic_score_gemma":0.00003912406,"domain_scores_codex":[0.9971589,0.0001212881,0.0007377237,0.001121899,0.0002799814,0.0005802345],"domain_scores_gemma":[0.9956659,0.001908062,0.0002811548,0.001563802,0.000451689,0.0001293954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001441794,0.0001261091,0.001466325,0.0001191336,0.0007507938,3.415861e-7,0.0009496732,0.01022513,0.000004770517,0.9192625,0.003998022,0.06308278],"study_design_scores_gemma":[0.0002129319,0.0000295906,0.001528628,0.0001598811,0.0003627838,4.997289e-7,0.0001568901,0.853978,0.0003544497,0.07251866,0.07041945,0.0002782818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003423923,0.0009001942,0.9809644,0.00909767,0.001733106,0.0004364888,0.00001364824,0.0002444545,0.006267673],"genre_scores_gemma":[0.5454085,0.00003313797,0.4423148,0.003671069,0.0001500254,0.00003301093,0.000005131164,0.000007449606,0.008376889],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8467438,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0871659696137754,"score_gpt":0.3724129070477502,"score_spread":0.2852469374339748,"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."}}