{"id":"W1560755324","doi":"10.1007/11569510_18","title":"Mobile Agents for Testing Web Services in Next Generation Networks","year":2005,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Web service; Interfacing; Service-oriented architecture; Architecture; Fault management; The Internet; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00130604,0.0006136205,0.0005268169,0.0008711345,0.0002747373,0.0009896621,0.003478317,0.0003126293,0.00001839169],"category_scores_gemma":[0.00003017359,0.0006213777,0.0001231301,0.0010357,0.000181988,0.0009782069,0.001500126,0.0005779147,0.00002199661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019606,"about_ca_system_score_gemma":0.0003383692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003000273,"about_ca_topic_score_gemma":0.0005867259,"domain_scores_codex":[0.995412,0.0000503286,0.0007838755,0.001970699,0.0008059251,0.0009771906],"domain_scores_gemma":[0.9973118,0.0004677095,0.0004247748,0.001416378,0.0002177572,0.0001615468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001912933,0.00001772976,0.00004257694,0.0000339529,0.000004429649,0.00002003494,0.0001264819,0.5501394,0.00004995764,0.001060101,0.00005644245,0.448447],"study_design_scores_gemma":[0.0003929368,0.0002152625,0.00003830225,0.0003950711,0.000008509782,0.000009028486,1.894667e-7,0.983806,0.00007083185,0.00491409,0.009566914,0.0005829315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004292516,0.001095054,0.9935114,0.0001398591,0.001963361,0.001772165,0.00000338924,0.0001781075,0.0009073979],"genre_scores_gemma":[0.2309593,0.0002128289,0.7595369,0.005115841,0.0031487,0.00036437,0.00004338097,0.00008606776,0.0005326026],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.447864,"threshold_uncertainty_score":0.9996238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071395318639771,"score_gpt":0.256408332396514,"score_spread":0.2156943792101163,"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."}}