{"id":"W2050187629","doi":"10.1145/1052898.1052912","title":"Mylar","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"AspectJ; Computer science; Programmer; Java; Programming language; Task (project management); Context (archaeology); Code (set theory); Software engineering; Software system; Software; Aspect-oriented programming; Engineering","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":[0.001864478,0.0005769501,0.0004406372,0.001149279,0.0008866646,0.002737707,0.001512375,0.0009795369,0.1362839],"category_scores_gemma":[0.01109089,0.0005033548,0.0005342382,0.0008208268,0.0006497419,0.004213873,0.003712145,0.001213412,0.07813773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000677774,"about_ca_system_score_gemma":0.0009446839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007166325,"about_ca_topic_score_gemma":0.001474682,"domain_scores_codex":[0.9986369,0.0003254957,0.0001020016,0.0003332976,0.0004707431,0.0001315726],"domain_scores_gemma":[0.995129,0.001399925,0.0003976133,0.001303341,0.001344516,0.0004255496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004473941,0.00009731516,0.002184166,0.0004685119,0.00001952857,0.0002358117,0.001534314,0.0004071801,0.004490857,0.04014591,0.5716605,0.3783084],"study_design_scores_gemma":[0.00003664278,0.0001015499,0.0008687754,0.0001348566,0.00001358172,0.0003792506,0.0003258661,0.001230509,0.002625779,0.00597337,0.9882812,0.00002860808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03487147,0.002728056,0.2050325,0.01279134,0.003522645,0.0006547222,0.01501962,0.1008607,0.6245191],"genre_scores_gemma":[0.1694255,0.00230922,0.1674773,0.007842579,0.00102094,0.001048856,0.01834403,0.01766804,0.6148636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1362839,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355061999694686,"score_gpt":0.2581420106157525,"score_spread":0.2445913906188057,"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."}}