{"id":"W2545762469","doi":"10.1002/smr.1821","title":"Detecting duplicate bug reports with software engineering domain knowledge","year":2016,"lang":"en","type":"article","venue":"Journal of Software Evolution and Process","topic":"Software Engineering Research","field":"Computer Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Domain (mathematical analysis); Software engineering; Domain knowledge; Context (archaeology); Data science; Software; Domain engineering; Software mining; Information retrieval; Data mining; Software development; Software construction","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":[],"consensus_categories":[],"category_scores_codex":[0.008593448,0.001238534,0.001628596,0.01491687,0.001075093,0.002719871,0.002029904,0.001561482,0.0007390928],"category_scores_gemma":[0.06276806,0.000714826,0.001004281,0.006094849,0.0005774956,0.003758878,0.003936499,0.001115013,0.0007506898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009240755,"about_ca_system_score_gemma":0.002038727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004500883,"about_ca_topic_score_gemma":0.008025205,"domain_scores_codex":[0.9888316,0.003030448,0.00156454,0.002801639,0.003404042,0.0003675805],"domain_scores_gemma":[0.9287665,0.03268513,0.01396598,0.0105295,0.01296081,0.001092025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004190094,0.000624444,0.1674639,0.001016968,0.0004811341,0.0005608069,0.002057209,0.01237288,0.0172909,0.0009083431,0.003972201,0.7928323],"study_design_scores_gemma":[0.0002582663,0.001547064,0.259829,0.0007362017,0.001516207,0.005270514,0.005499305,0.5769244,0.1078818,0.01362473,0.02634015,0.0005722816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7311422,0.0043116,0.2476074,0.0006735581,0.0001628826,0.0007268661,0.001155169,0.009061195,0.005159072],"genre_scores_gemma":[0.7608464,0.0005263811,0.2349426,0.0001676081,0.00008463968,0.0001865179,0.001607625,0.0002041814,0.001434072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491687,"threshold_uncertainty_score":0.04544705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008544446977499068,"score_gpt":0.2413264381142093,"score_spread":0.2327819911367102,"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."}}