{"id":"W2143785121","doi":"10.1109/wcre.2008.46","title":"Towards a Process for Developing Maintenance Tools in Academia","year":2008,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Process (computing); Computer science; Process management; Software engineering; Systems engineering; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07395619,0.001743215,0.001160466,0.006320776,0.006703645,0.01877562,0.00514939,0.008339062,0.002153279],"category_scores_gemma":[0.07352614,0.00227245,0.00174122,0.004317987,0.01089874,0.01904664,0.01032598,0.007631845,0.002868524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005348109,"about_ca_system_score_gemma":0.02232967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293386,"about_ca_topic_score_gemma":0.001873981,"domain_scores_codex":[0.9435638,0.02957002,0.005138552,0.004744321,0.01536024,0.001622927],"domain_scores_gemma":[0.9128163,0.03840559,0.00831238,0.0183643,0.01817133,0.003930203],"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":[0.000102114,0.000694459,0.003924051,0.0009856002,0.00004504128,0.0009915939,0.03505314,0.008365259,0.01214451,0.5526658,0.005221562,0.3798069],"study_design_scores_gemma":[0.0002292982,0.001506953,0.003818096,0.002422099,0.000144887,0.002324133,0.01790089,0.05756821,0.03378893,0.528608,0.3512909,0.0003975335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009904601,0.0004456458,0.9782659,0.003503096,0.00006182674,0.0008980877,0.00002338296,0.0006898872,0.006207449],"genre_scores_gemma":[0.0459056,0.0004750922,0.9500251,0.0002574874,0.00004325593,0.0007296288,0.0001016589,0.0001498711,0.00231224],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07395619,"threshold_uncertainty_score":0.3911224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0942352701721534,"score_gpt":0.3467760123492064,"score_spread":0.252540742177053,"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."}}