{"id":"W1675491259","doi":"10.1109/qrs.2015.45","title":"An Empirical Study of Highly Impactful Bugs in Mozilla Projects","year":2015,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Software bug; Computer science; Crash; Software regression; Android (operating system); Software; Software quality; Software development; Operating system","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":[0.000628054,0.00008349199,0.0001441512,0.0002615046,0.000009522888,0.00005298867,0.0007945246,0.0000378806,0.000003226386],"category_scores_gemma":[0.0004244122,0.00006614698,0.00001408303,0.0008665341,0.00001460867,0.0003253058,0.0002108828,0.000124568,0.00001730728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007457197,"about_ca_system_score_gemma":0.0001860238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006416683,"about_ca_topic_score_gemma":0.00008963275,"domain_scores_codex":[0.9987019,0.00008868478,0.0001695601,0.0002687483,0.0005149791,0.000256088],"domain_scores_gemma":[0.998862,0.0001914992,0.00001898421,0.0006317815,0.0001108972,0.0001848509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001187152,0.0009836459,0.9818142,0.000007988839,0.00000795921,0.00005410159,0.01147228,0.001768088,0.0002453214,0.0001470015,0.001357459,0.002130067],"study_design_scores_gemma":[0.001536922,0.002843368,0.9200959,0.000009398917,0.000001396974,0.00001126054,0.00113334,0.07208128,0.00177163,0.0001956022,0.0001090028,0.0002109595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815816,0.00001236911,0.0175001,0.0001125519,0.00007691012,0.0002674759,2.054146e-7,0.0001940832,0.0002547077],"genre_scores_gemma":[0.992606,2.697036e-7,0.007273866,0.00002056736,0.00002024521,0.00001375047,2.336707e-7,0.000007045344,0.0000580555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07031319,"threshold_uncertainty_score":0.2697396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485372045911827,"score_gpt":0.3772787557006353,"score_spread":0.3024250352415171,"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."}}