{"id":"W2032695995","doi":"10.1145/1822090.1822100","title":"Enbug","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Debugger; Exploit; Reuse; Software engineering; Robustness (evolution); Code reuse; Software; Software security assurance; Software bug; Software construction; Software development; Programming language; Computer security; Debugging; Engineering; Information security","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":[0.0001153821,0.00003336198,0.00002991411,0.00002840069,0.00003431343,0.00005857128,0.0004231611,0.00002376196,0.00002856916],"category_scores_gemma":[0.0001244387,0.00002630053,0.00001394866,0.00009506735,0.00001255876,0.000102815,0.00009455329,0.00008948654,0.00008872746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001471117,"about_ca_system_score_gemma":0.00001300653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002900359,"about_ca_topic_score_gemma":0.000004125643,"domain_scores_codex":[0.999696,0.00000408506,0.00004253978,0.0001089939,0.00006388229,0.00008447259],"domain_scores_gemma":[0.9994909,0.00007487459,0.00001017968,0.0003686967,0.00002221617,0.00003320256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[2.554079e-7,0.00003015449,0.008988316,0.0000018391,0.000001814562,0.000009012986,0.00009431886,2.463364e-7,0.004344153,0.5108966,0.1978642,0.2777691],"study_design_scores_gemma":[0.0001120037,0.00005682213,0.00850579,0.000005835048,0.000001184893,0.0001142137,6.114489e-7,0.02481033,0.03844306,0.8767014,0.05095779,0.0002909439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01154877,0.000003062789,0.9136774,0.0008612875,0.0003669901,0.0000276675,5.552546e-8,0.03118268,0.0423321],"genre_scores_gemma":[0.4776697,1.196433e-7,0.521608,0.0003345617,0.00002214285,0.000002033621,5.456401e-8,0.000001334935,0.0003620466],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.466121,"threshold_uncertainty_score":0.1140442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007335514611735122,"score_gpt":0.2370430835139372,"score_spread":0.2297075689022021,"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."}}