{"id":"W2136059906","doi":"10.1109/iceccs.2005.29","title":"Coping with Legacy System Migration Complexity","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coping (psychology); Computer science; Legacy system; Psychology; Operating system; Software","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001450984,0.00007282471,0.00008089402,0.0000474286,0.0001038835,0.0002025558,0.0002986474,0.00002105478,0.000002845122],"category_scores_gemma":[0.00001726243,0.00005377519,0.0000154684,0.0001729562,0.00002442853,0.0005192324,0.00005748758,0.00005031419,0.00003529082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005312324,"about_ca_system_score_gemma":0.00002626444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002416884,"about_ca_topic_score_gemma":0.00009076382,"domain_scores_codex":[0.9994102,0.00002316251,0.0001049929,0.0001872714,0.000144745,0.0001296024],"domain_scores_gemma":[0.9994573,0.00006492756,0.00004312353,0.0003353024,0.00006031834,0.00003900444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009773511,0.0001016272,0.01472908,0.00009639702,0.00001995987,0.00002111292,0.001246221,0.0003394747,0.0001340327,0.7758793,0.1330203,0.07440271],"study_design_scores_gemma":[0.0005642493,0.0003243618,0.007220733,0.0003257827,0.00001007439,0.000421205,0.0000386159,0.9536307,0.007655818,0.008234796,0.02088472,0.0006889402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007540236,0.00001864084,0.9663938,0.001900677,0.00003515516,0.00007538426,1.38094e-7,0.0184403,0.005595719],"genre_scores_gemma":[0.5279002,2.046379e-7,0.471704,0.0002999482,0.00003259373,0.000005199462,5.396026e-7,0.000002525982,0.00005478945],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9532912,"threshold_uncertainty_score":0.2192889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662286275746241,"score_gpt":0.258066197491768,"score_spread":0.2214433347343056,"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."}}