{"id":"W4249626616","doi":"10.1145/1837852.1621615","title":"Transactional pointcuts","year":2009,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Join (topology); Computer science; AspectJ; Sort-merge join; Programming language; Point (geometry); Semantics (computer science); Aspect-oriented programming; Joins; Mathematics; Software","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":[],"consensus_categories":[],"category_scores_codex":[0.0001963734,0.0001088777,0.0001166426,0.00006866316,0.00006275774,0.00005908742,0.001040757,0.00004638047,0.00001335276],"category_scores_gemma":[0.0005626834,0.00009958295,0.00003891581,0.0001799883,0.000018402,0.0005591075,0.00004148838,0.0001264657,0.0000494775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001870545,"about_ca_system_score_gemma":0.00001857331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002302683,"about_ca_topic_score_gemma":0.000001043548,"domain_scores_codex":[0.9991954,0.00004184132,0.0001208655,0.0002442626,0.0001794431,0.0002181693],"domain_scores_gemma":[0.9985098,0.000826504,0.00004003107,0.0005402662,0.00002689587,0.00005647771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003924988,0.0001472883,0.0003431129,0.00003464581,0.00005297511,0.0001556407,0.002062149,0.1991927,0.01215161,0.08761887,0.002116109,0.6960856],"study_design_scores_gemma":[0.001430314,0.001080335,0.1165584,0.00009952072,0.00003940747,0.0002147086,0.0001071891,0.01896791,0.0531321,0.7823737,0.02413646,0.00185997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00598334,0.0001527162,0.9899552,0.002187001,0.0004018894,0.00004706549,0.000001478839,0.0006979303,0.0005733552],"genre_scores_gemma":[0.353435,0.000006365433,0.6460187,0.0003918083,0.00005839991,0.000001739098,0.000001205642,0.000003430584,0.00008331719],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6947548,"threshold_uncertainty_score":0.4060875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03643256248766095,"score_gpt":0.2933607549780999,"score_spread":0.2569281924904389,"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."}}