{"id":"W1583518931","doi":"10.1002/0471028959.sof376","title":"Engineering Web Applications with Java","year":2002,"lang":"en","type":"other","venue":"Encyclopedia of Software Engineering","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Java; Computer science; Software engineering; Real time Java; Java API for XML-based RPC; Web application; World Wide Web; Operating system; Java annotation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001758466,0.0007066166,0.0007746857,0.0008194369,0.00003171414,0.00004027089,0.001502708,0.0003823433,0.0001217993],"category_scores_gemma":[0.0006297188,0.0007024303,0.0001372864,0.0009566324,0.00004554629,0.000255532,0.0003116641,0.0005919571,0.00008242756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009411935,"about_ca_system_score_gemma":0.00007530823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000916351,"about_ca_topic_score_gemma":0.000001752595,"domain_scores_codex":[0.997631,0.00002146488,0.0004533562,0.0007846547,0.0004881294,0.0006214347],"domain_scores_gemma":[0.9972535,0.0007454086,0.0002736512,0.001468112,0.00007147594,0.0001878827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004702978,0.0001673397,0.0004461443,0.003415525,0.0005540762,0.0001234591,0.0004324017,0.8648303,0.0001620804,0.008188223,0.08338256,0.03829317],"study_design_scores_gemma":[0.0003251742,0.00006342855,0.00009854855,0.0007022714,0.00004570436,0.00003575893,0.000003712072,0.005987945,0.00009045825,0.0000466926,0.9914626,0.001137719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000004563365,0.002555595,0.9750953,0.00001312051,0.0006628229,0.0005314853,0.00003902523,0.00558011,0.01551798],"genre_scores_gemma":[0.00004034561,0.001353838,0.9394415,0.000008321507,0.0004161716,0.0003154853,0.00001530546,0.0007258537,0.05768315],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.90808,"threshold_uncertainty_score":0.9995427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008833670458328368,"score_gpt":0.2107083994446995,"score_spread":0.2018747289863712,"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."}}