{"id":"W2012940909","doi":"10.1109/ms.2014.106","title":"Five Years of Software Architecture Checking: A Case Study of Eclipse","year":2014,"lang":"en","type":"article","venue":"IEEE Software","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Eclipse; Computer science; Software engineering; Software architecture; Architecture; Resource-oriented architecture; Software architecture description; Software development; Software; Programming language; Reference architecture; Software construction; History","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006047483,0.000248791,0.0005387511,0.0002456192,0.00009479142,0.0000181932,0.001020711,0.0001211394,0.000003916334],"category_scores_gemma":[0.003609498,0.0002521404,0.0001258025,0.0005893763,0.0001015176,0.0002029101,0.0004459687,0.000317866,0.000003842266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003348476,"about_ca_system_score_gemma":0.00005452176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112485,"about_ca_topic_score_gemma":0.00003462432,"domain_scores_codex":[0.9979894,0.0002760676,0.0004622964,0.0005237947,0.0004029321,0.000345522],"domain_scores_gemma":[0.9958695,0.00228105,0.0002899501,0.001264697,0.0001937844,0.0001009904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003309613,0.0005091284,0.004813335,0.0003172164,0.000144633,0.001180882,0.0427638,0.5694897,0.0004435528,0.0001832952,0.0002091601,0.3799122],"study_design_scores_gemma":[0.05072352,0.04538839,0.116381,0.004981153,0.001702785,0.03002644,0.0416834,0.02796706,0.1315582,0.5141127,0.01398631,0.02148899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4346845,0.00004216449,0.56431,0.000005925084,0.0004335429,0.0001822082,0.000005821259,0.0003327688,0.00000311509],"genre_scores_gemma":[0.502024,0.000001712184,0.497792,0.00001967133,0.00009185774,0.00001695272,6.812102e-7,0.00002219075,0.00003096707],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5415226,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048089324190436,"score_gpt":0.2901724847855894,"score_spread":0.2596915915436851,"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."}}