{"id":"W126483112","doi":"","title":"Proceedings of the 2008 AOSD workshop on Aspect-oriented modeling","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aspect-oriented programming; Computer science; Software engineering; Software; Abstraction; Modeling language; Software development; Unified Modeling Language; Perspective (graphical); 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":[0.009731935,0.001355262,0.001196729,0.001450831,0.001187881,0.005753167,0.002345562,0.002546425,0.01789004],"category_scores_gemma":[0.01067224,0.001255604,0.002062119,0.001408606,0.001424822,0.005487497,0.004612376,0.005571267,0.005654838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880569,"about_ca_system_score_gemma":0.003182158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890535,"about_ca_topic_score_gemma":0.004375292,"domain_scores_codex":[0.9954857,0.001640116,0.0004566425,0.0006460196,0.001553433,0.0002181223],"domain_scores_gemma":[0.9944391,0.001986443,0.0001784291,0.001120839,0.001671874,0.0006033766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003161634,0.000494273,0.001410988,0.0006277228,0.0001633622,0.000847906,0.002153716,0.01640283,0.004791113,0.1382735,0.3537921,0.4807263],"study_design_scores_gemma":[0.00005169767,0.00005935539,0.0004424025,0.0005804419,0.00004406218,0.000524421,0.0002778541,0.02103627,0.001428095,0.05147567,0.9240399,0.00003990729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01009301,0.02350833,0.8183312,0.02720468,0.01720067,0.0005797825,0.0006711719,0.002675915,0.09973525],"genre_scores_gemma":[0.07588258,0.03964603,0.7146464,0.005333447,0.009045493,0.0009529702,0.006641521,0.002816936,0.1450346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01789004,"threshold_uncertainty_score":0.05984813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06244268713754478,"score_gpt":0.2754162485993121,"score_spread":0.2129735614617674,"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."}}