{"id":"W2103546932","doi":"10.1109/wse.2005.9","title":"Modernizing JavaServer Pages by Transformation","year":2005,"lang":"en","type":"article","venue":"","topic":"Web Applications and Data Management","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Maintainability; Java; World Wide Web; Business logic; Web page; Restructuring; Programming language; Software engineering; Interface (matter); Operating system","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":[0.001724815,0.0009277973,0.0005930276,0.001342179,0.0005052822,0.002731496,0.001700914,0.0009715586,0.003132966],"category_scores_gemma":[0.00708542,0.0007397041,0.001266932,0.001592925,0.001207569,0.004486133,0.002361551,0.003122134,0.00484104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004611619,"about_ca_system_score_gemma":0.001080309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081495,"about_ca_topic_score_gemma":0.0007633734,"domain_scores_codex":[0.9977059,0.0004017357,0.0002280215,0.0003466444,0.00108091,0.0002368149],"domain_scores_gemma":[0.9954411,0.001183572,0.0002287378,0.002253288,0.0007799662,0.0001132226],"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":[0.000280097,0.0005344922,0.003189538,0.0005158376,0.0000962919,0.0007151525,0.001222547,0.0195646,0.08746424,0.1421082,0.02704457,0.7172643],"study_design_scores_gemma":[0.0001805267,0.0002088219,0.001635195,0.0001412136,0.0001369996,0.001626597,0.000270038,0.1426163,0.1793423,0.1947332,0.4789667,0.0001422707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01465772,0.0004142862,0.9315493,0.0005782391,0.0003414351,0.0001675941,0.0001770155,0.04098388,0.0111305],"genre_scores_gemma":[0.1585073,0.001654961,0.808167,0.0008014201,0.0003276346,0.0003086045,0.001658247,0.01368987,0.01488494],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003132966,"threshold_uncertainty_score":0.01048082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583965772785419,"score_gpt":0.2233391497510136,"score_spread":0.2074994920231594,"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."}}