{"id":"W4233337392","doi":"10.1145/1083125.1083131","title":"ActiveAspect","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"AspectJ; Computer science; Sketch; Presentation (obstetrics); Abstraction; Software engineering; Programming language; Data structure; Aspect-oriented programming; Software; 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":[0.002727719,0.001408001,0.0006312483,0.001288552,0.0009200309,0.003775033,0.003112495,0.002532444,0.02766105],"category_scores_gemma":[0.01052134,0.001529398,0.00134636,0.000613583,0.0008242622,0.007180498,0.004485358,0.003555552,0.01751811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005739535,"about_ca_system_score_gemma":0.001061585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132204,"about_ca_topic_score_gemma":0.00184125,"domain_scores_codex":[0.9980814,0.000348334,0.0001926514,0.0002700556,0.0009771448,0.0001303344],"domain_scores_gemma":[0.9945965,0.002299775,0.0003367517,0.001370414,0.00102323,0.0003733767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009948083,0.000403788,0.00560315,0.001587211,0.0001582672,0.001495609,0.003780133,0.002301881,0.02962276,0.1391483,0.3492264,0.4656776],"study_design_scores_gemma":[0.00009131933,0.0001188179,0.001368617,0.000176482,0.00006029102,0.001600432,0.0002218547,0.01157685,0.01868816,0.03475668,0.9312588,0.00008177128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008259143,0.0006580233,0.68924,0.0009840039,0.0004584852,0.0004220556,0.00260354,0.2428152,0.05455949],"genre_scores_gemma":[0.1358076,0.00166389,0.62515,0.002540905,0.0004343104,0.00108825,0.01772015,0.09246668,0.1231282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02766105,"threshold_uncertainty_score":0.09253544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485154782506286,"score_gpt":0.2679253769666525,"score_spread":0.2530738291415896,"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."}}