{"id":"W4403920025","doi":"10.1109/secdev61143.2024.00011","title":"BliMe Linter","year":2024,"lang":"en","type":"article","venue":"","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009953301,0.00002967266,0.00002416685,0.00004552143,0.00002899312,0.0003012102,0.0003021236,0.00001544856,0.0001359876],"category_scores_gemma":[0.000005802882,0.00002433722,0.00002465289,0.0002041698,0.000006944414,0.0001999252,0.00008348588,0.00005265223,0.001100898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007753192,"about_ca_system_score_gemma":0.00001735807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003972406,"about_ca_topic_score_gemma":3.992658e-7,"domain_scores_codex":[0.9996461,0.000008258632,0.0000629186,0.0001492899,0.00006319472,0.00007026409],"domain_scores_gemma":[0.9997261,0.00005517875,0.000004210214,0.0001791012,0.00001344586,0.00002194467],"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":[8.193238e-8,0.000004411725,0.000009304303,0.000005406651,0.000003369651,0.000002634299,0.0004621516,0.00000376472,0.0001519873,0.8819692,0.01256962,0.1048181],"study_design_scores_gemma":[0.00001175761,0.000008017797,0.00009774509,0.0000143032,6.397547e-7,0.00001418515,0.00001010362,0.6382793,0.002560844,0.01179869,0.3471449,0.00005954345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001148006,0.0003228104,0.9463573,0.003158132,0.0008845537,0.0000182374,8.258082e-8,0.0006357678,0.04747512],"genre_scores_gemma":[0.9563314,0.000006663544,0.03991044,0.0007674665,0.0001345737,0.000001755373,2.715737e-7,0.000002416662,0.002845014],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9551834,"threshold_uncertainty_score":0.9996769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641164630350835,"score_gpt":0.2691649551923093,"score_spread":0.2527533088888009,"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."}}