{"id":"W4312234739","doi":"10.1109/icsme55016.2022.00053","title":"Integrating Software Issue Tracking and Traceability Models","year":2022,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Traceability; Requirements traceability; Computer science; Process (computing); Software engineering; Systems engineering; Process management; Software; Risk analysis (engineering); Software development; Engineering; Business; Requirement","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":[0.0183919,0.001487279,0.00106591,0.004909138,0.001565056,0.008188808,0.004624796,0.003245882,0.005061367],"category_scores_gemma":[0.06234352,0.001715636,0.001708998,0.00267243,0.002966317,0.0210088,0.006901004,0.006119077,0.001314136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002848115,"about_ca_system_score_gemma":0.006645065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006363694,"about_ca_topic_score_gemma":0.003922514,"domain_scores_codex":[0.9792188,0.006475938,0.002230786,0.002208041,0.009054883,0.0008116114],"domain_scores_gemma":[0.9398634,0.02910303,0.004666031,0.01767355,0.007740621,0.0009533423],"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":[0.0002888318,0.001183036,0.004928388,0.0006862588,0.0002026088,0.0006222121,0.001659539,0.07435103,0.01077825,0.4784253,0.006403496,0.4204711],"study_design_scores_gemma":[0.0001652429,0.0004575796,0.0009129494,0.0004976669,0.0001621569,0.0006888511,0.0003789927,0.6107009,0.02333161,0.3031417,0.05936147,0.0002009171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004769979,0.0001003298,0.986193,0.0008183068,0.00008691193,0.0002918105,0.00006268803,0.004098785,0.003578215],"genre_scores_gemma":[0.1299758,0.0003894597,0.8653222,0.0003838908,0.0001069777,0.0004742179,0.0004046219,0.000469667,0.002473307],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0183919,"threshold_uncertainty_score":0.09726679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790534711123356,"score_gpt":0.2692190040689673,"score_spread":0.2413136569577337,"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."}}