{"id":"W2402006257","doi":"10.1145/2901739.2903498","title":"The dispersion of build maintenance activity across maven lifecycle phases","year":2016,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Application lifecycle management; Software maintenance; Computer science; Deliverable; Software engineering; Overhead (engineering); Software; Compiler; Bridge (graph theory); Systems engineering; Software development; Operating system; Engineering","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":[0.006275621,0.0005024105,0.0005247609,0.01265977,0.0008195727,0.002869524,0.001272701,0.0005548756,0.0009882494],"category_scores_gemma":[0.04887695,0.0008127285,0.0008831633,0.01035995,0.0009605597,0.003467504,0.002322196,0.001148337,0.0006134511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263435,"about_ca_system_score_gemma":0.0008386321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004837966,"about_ca_topic_score_gemma":0.007177921,"domain_scores_codex":[0.9913244,0.001960973,0.001162683,0.001474467,0.003470384,0.0006070675],"domain_scores_gemma":[0.9298475,0.03233131,0.01433129,0.01279635,0.009595203,0.001098305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006070379,0.0002063057,0.7013665,0.0005448109,0.0003869905,0.0008651254,0.009100785,0.009694615,0.0115622,0.004379366,0.004284495,0.2570018],"study_design_scores_gemma":[0.00003379718,0.0002128389,0.9303586,0.0002342495,0.0001947443,0.001954388,0.003891741,0.02089936,0.01180759,0.00400035,0.02630734,0.0001050439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744654,0.001266897,0.01540469,0.0002809364,0.00002104826,0.00008535103,0.001626942,0.001536499,0.005312396],"genre_scores_gemma":[0.9768794,0.0007406012,0.01349958,0.00008976341,0.00002473346,0.0001563966,0.005777428,0.0008664601,0.001965682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265977,"threshold_uncertainty_score":0.03318906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374736760513408,"score_gpt":0.2910551622749453,"score_spread":0.2773077946698112,"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."}}