{"id":"W2073598989","doi":"10.1145/1082983.1083131","title":"ActiveAspect","year":2005,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"AspectJ; Computer science; Sketch; Presentation (obstetrics); Software engineering; Abstraction; Programming language; Design by contract; Aspect-oriented programming; Software; Software development; Software construction; Algorithm","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":[0.002805627,0.00144963,0.0006275253,0.001300947,0.0009186933,0.003866913,0.003275384,0.002497142,0.0310141],"category_scores_gemma":[0.01062915,0.001581459,0.001355425,0.00059842,0.0008144893,0.007281263,0.00471458,0.003600095,0.020028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005964067,"about_ca_system_score_gemma":0.00113706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148352,"about_ca_topic_score_gemma":0.001821317,"domain_scores_codex":[0.9979711,0.0003633206,0.0001990639,0.0002882068,0.001037912,0.0001403823],"domain_scores_gemma":[0.9946497,0.002229665,0.0003273583,0.001393489,0.001017198,0.0003825188],"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":[0.0009952532,0.0004173231,0.005329184,0.001568374,0.0001568644,0.001398476,0.003592869,0.002395843,0.02826585,0.1262454,0.3700636,0.4595709],"study_design_scores_gemma":[0.00009475552,0.0001225777,0.001265104,0.0001783378,0.00005786222,0.001431358,0.0002177442,0.01111145,0.0175096,0.03236401,0.9355672,0.00008009528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.008074057,0.0006888146,0.6653432,0.001027369,0.0004722831,0.000454634,0.002830446,0.2612827,0.05982649],"genre_scores_gemma":[0.1348096,0.001692758,0.5984536,0.002763087,0.0004264713,0.001159465,0.01949069,0.1026649,0.1385395],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0310141,"threshold_uncertainty_score":0.1037524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845137875648199,"score_gpt":0.2699103803665462,"score_spread":0.2414590016100643,"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."}}