{"id":"W1983447928","doi":"10.1145/1509239.1509244","title":"The dataflow pointcut","year":2009,"lang":"en","type":"article","venue":"","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Dataflow; AspectJ; Computer science; Programming language; Aspect-oriented programming; Semantics (computer science); Compiler; Overhead (engineering); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003241489,0.001026388,0.0008863414,0.001573602,0.001394909,0.002707488,0.001800294,0.002959108,0.00570876],"category_scores_gemma":[0.006750601,0.001045064,0.001696387,0.000994349,0.003020019,0.00499831,0.003567355,0.003471837,0.001025397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224568,"about_ca_system_score_gemma":0.002753326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314571,"about_ca_topic_score_gemma":0.002595127,"domain_scores_codex":[0.9954117,0.000552175,0.0003475129,0.0009273448,0.002341007,0.0004203183],"domain_scores_gemma":[0.9967359,0.001289553,0.0003371749,0.0007259007,0.0007469012,0.0001645055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001422489,0.00006996634,0.001659483,0.0005026822,0.00006097756,0.0012799,0.0008095235,0.003160079,0.01484913,0.7863753,0.01301212,0.1780786],"study_design_scores_gemma":[0.0001013458,0.000161661,0.001449518,0.0004514323,0.0001444743,0.003656123,0.0001904677,0.01902264,0.03181563,0.4269053,0.5159571,0.0001442944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007748577,0.001176625,0.9702401,0.001167438,0.0004600603,0.0003027595,0.000278967,0.004035265,0.01459013],"genre_scores_gemma":[0.2080543,0.00249839,0.7523773,0.004087206,0.0006774385,0.000990591,0.001048564,0.002866259,0.02739988],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00570876,"threshold_uncertainty_score":0.01909769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118360848433097,"score_gpt":0.2484025977524209,"score_spread":0.2272189892680899,"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."}}