{"id":"W2150529089","doi":"10.1109/icsm.1998.738501","title":"Building maintainable COTS based systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Component (thermodynamics); Systems engineering; Software; Software engineering; Commercial off-the-shelf; Reliability engineering; Software maintenance; Software system; Embedded system; Engineering; Operating system","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":[0.0003305025,0.00009853279,0.0001227826,0.00008338432,0.00006326156,0.00009879254,0.0005591278,0.00003926268,0.00001862556],"category_scores_gemma":[0.0003837865,0.0000873369,0.00002944354,0.0002865198,0.00001662384,0.0003106695,0.0001110169,0.00008278686,0.00005391255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000637928,"about_ca_system_score_gemma":0.000007255391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008981991,"about_ca_topic_score_gemma":1.32354e-7,"domain_scores_codex":[0.9991385,0.00006436655,0.0001214862,0.0002399281,0.0001474698,0.0002882679],"domain_scores_gemma":[0.9988561,0.0005519414,0.00003007037,0.0004635238,0.00004058083,0.00005773107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.816053e-7,0.00001537977,0.00005176535,0.00003137839,0.00000507977,0.00003783534,0.00003810175,0.6549819,0.001129117,0.3322801,0.0009788972,0.01044993],"study_design_scores_gemma":[0.0001545525,0.00003756117,0.00006311918,0.00002444287,0.000001376663,0.00001742263,0.0000130278,0.9805516,0.003753609,0.006836048,0.008343554,0.0002036611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003483263,0.0003358889,0.9958842,0.0002004762,0.000509966,0.00008707673,2.1485e-7,0.001355019,0.001278851],"genre_scores_gemma":[0.1549479,0.000003464392,0.8438433,0.0001048374,0.00002656581,0.00001405528,7.402812e-8,0.000007460869,0.00105235],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3255697,"threshold_uncertainty_score":0.3561495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880186082312646,"score_gpt":0.267090250468649,"score_spread":0.2182883896455225,"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."}}