{"id":"W2158133897","doi":"10.1109/icsm.2008.4658082","title":"Duplicate bug reports considered harmful &amp;#x2026; really?","year":2008,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":281,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Merge (version control); Computer science; Software bug; Open source; Data science; Security bug; World Wide Web; Information retrieval; Computer security; Software; Programming language; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01300669,0.0009292495,0.00125463,0.007254363,0.001505801,0.002912742,0.00100794,0.001600331,0.001703409],"category_scores_gemma":[0.1254446,0.000596803,0.0008654766,0.007892414,0.001300753,0.004209591,0.00236107,0.0009811509,0.0006613274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138423,"about_ca_system_score_gemma":0.001657742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002954076,"about_ca_topic_score_gemma":0.004386102,"domain_scores_codex":[0.9709986,0.008771855,0.003758607,0.002974418,0.01223797,0.001258506],"domain_scores_gemma":[0.7992225,0.08969434,0.06695585,0.008989495,0.0316118,0.003525983],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005323024,0.0001625886,0.5640739,0.001822867,0.0004438523,0.002050646,0.007727159,0.001089198,0.004413952,0.002460281,0.01610793,0.3991153],"study_design_scores_gemma":[0.00009736579,0.0009202894,0.8298226,0.002153101,0.001730605,0.01681524,0.01971452,0.007604342,0.01181176,0.01286479,0.09602378,0.0004416337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418758,0.01324789,0.02259442,0.006643631,0.0006862018,0.0002724269,0.001817768,0.001507899,0.01135396],"genre_scores_gemma":[0.9798557,0.002856373,0.01141725,0.001376457,0.0003594088,0.00009480533,0.001157132,0.0003506228,0.002532229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9869933,"threshold_uncertainty_score":0.06878674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022993915979513,"score_gpt":0.2794636414728156,"score_spread":0.2292337023130205,"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."}}