{"id":"W2062305127","doi":"10.1109/swan.2015.7070480","title":"Challenges and Issues of Mining Crash Reports","year":2015,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Crash; Computer science; Data science; 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":[0.0004012429,0.00003742287,0.00007142529,0.00005395057,0.000006206284,0.00001853886,0.0001442399,0.00001895224,0.000002026014],"category_scores_gemma":[0.0006058664,0.00003193619,0.000007319378,0.00006393774,0.00001692415,0.0001377249,0.0001902451,0.00002750693,0.000002337611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006465526,"about_ca_system_score_gemma":0.00002595061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001336081,"about_ca_topic_score_gemma":0.000003743448,"domain_scores_codex":[0.9994624,0.00001026845,0.00008559807,0.0001486964,0.0001971509,0.00009586063],"domain_scores_gemma":[0.9993994,0.000148188,0.00001804867,0.0002906091,0.00007017619,0.00007363792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000004827718,0.000135792,0.1487048,0.0002623742,0.00007343178,0.0007303135,0.03907182,0.0002909584,0.001213786,0.04803215,0.02445417,0.7370256],"study_design_scores_gemma":[0.0009925602,0.001062073,0.849962,0.0002626232,0.000008929082,0.001260931,0.002615861,0.03178548,0.04548053,0.01846601,0.04710592,0.0009970675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740488,0.02033095,0.08217975,0.00395839,0.0005154706,0.0001415387,1.113256e-7,0.0006623387,0.01816263],"genre_scores_gemma":[0.9168585,0.0001058878,0.08252687,0.000006895285,0.00002035612,0.000002025015,5.199584e-8,0.000003180349,0.0004762704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7360285,"threshold_uncertainty_score":0.130232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0889719980455779,"score_gpt":0.3225452044536358,"score_spread":0.2335732064080579,"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."}}