{"id":"W2486398123","doi":"10.4018/ijats.2015070103","title":"Assessing the Effect of Aspect Refactoring on Multi-Agent Applications","year":2015,"lang":"en","type":"article","venue":"International Journal of Agent Technologies and Systems","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Code refactoring; Computer science; Modularity (biology); Profiling (computer programming); Separation of concerns; Software engineering; Distributed computing; Focus (optics); Multi-agent system; Object-oriented programming; Software; Programming language; Artificial intelligence","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":[0.003295544,0.0007987989,0.0004706694,0.001193452,0.0004466222,0.000565374,0.0007644366,0.0007712418,0.0009817386],"category_scores_gemma":[0.03237672,0.0002855419,0.0006469653,0.0007035536,0.0004615152,0.0008163117,0.0004870677,0.000920186,0.0001992979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095635,"about_ca_system_score_gemma":0.0004982929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169171,"about_ca_topic_score_gemma":0.001387879,"domain_scores_codex":[0.9963737,0.001114947,0.0003665936,0.000481243,0.001387631,0.0002758697],"domain_scores_gemma":[0.9346609,0.04946513,0.004906779,0.004619393,0.005546561,0.0008012151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005320725,0.006035672,0.1023224,0.001598163,0.0006482514,0.001220446,0.001452358,0.1920398,0.4578654,0.001135113,0.0009115728,0.22945],"study_design_scores_gemma":[0.0003336033,0.0280697,0.2380904,0.0001609759,0.001429883,0.001115531,0.0009478401,0.319093,0.4056113,0.001116346,0.003835581,0.0001959137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952841,0.0001759491,0.003341047,0.00003426016,0.0000170684,0.00006820833,0.00007051498,0.0002337866,0.0007750599],"genre_scores_gemma":[0.9931237,0.0001113424,0.006018236,0.00002629245,0.000009920164,0.00005590498,0.0001851969,0.00006696651,0.0004025477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003295544,"threshold_uncertainty_score":0.0174287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09971397772859475,"score_gpt":0.3764767923019891,"score_spread":0.2767628145733944,"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."}}