{"id":"W2111657756","doi":"10.1109/isorc.2007.5","title":"A Comparative Evaluation of EJB Implementation Methods","year":2007,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Middleware (distributed applications); Flexibility (engineering); Scalability; Java; Application server; Strengths and weaknesses; Software engineering; Enterprise system; Distributed computing; 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":[0.04486816,0.001697273,0.001388191,0.005740356,0.00105912,0.003793109,0.002967705,0.002225642,0.003696616],"category_scores_gemma":[0.139661,0.001316561,0.001154299,0.005346189,0.001002997,0.005366576,0.001966084,0.001471138,0.001824946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861049,"about_ca_system_score_gemma":0.001685168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215837,"about_ca_topic_score_gemma":0.002270524,"domain_scores_codex":[0.9344276,0.0334724,0.007968592,0.00384245,0.01854109,0.001747905],"domain_scores_gemma":[0.7676214,0.1654647,0.00943043,0.01937164,0.03643663,0.001675172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00923781,0.00372904,0.02955773,0.004171174,0.0006383125,0.000236584,0.003353366,0.01191385,0.02280661,0.006960043,0.004271627,0.9031239],"study_design_scores_gemma":[0.005693719,0.03749328,0.2432631,0.004304728,0.003333017,0.003182456,0.01356662,0.2947197,0.2222493,0.01552775,0.1551489,0.001517534],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7691945,0.008635412,0.1855119,0.001462611,0.0006960403,0.002561648,0.001123614,0.006456555,0.02435781],"genre_scores_gemma":[0.6106565,0.004752387,0.3672853,0.0003703597,0.0001577583,0.002149694,0.002139023,0.002765255,0.009723694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486816,"threshold_uncertainty_score":0.2372884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08312962587370222,"score_gpt":0.4886954345852277,"score_spread":0.4055658087115255,"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."}}