{"id":"W572414231","doi":"","title":"IEEE/WIC International Conference on Intelligent Agent Technology : (IAT 2003) : Halifax, Canada, October 13-17, 2003 : proceedings","year":2003,"lang":"en","type":"book","venue":"IEEE Computer Society eBooks","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543607,0.001250142,0.0009375031,0.001249581,0.001344523,0.003612371,0.001040198,0.0009775977,0.07315281],"category_scores_gemma":[0.0008117498,0.000425911,0.0002923821,0.002236583,0.0005387623,0.001882103,0.0006755019,0.001408376,0.04603671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246339,"about_ca_system_score_gemma":0.005097175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.148763,"about_ca_topic_score_gemma":0.2520272,"domain_scores_codex":[0.9997532,0.00001916027,0.000009523588,0.0000382506,0.0001331422,0.00004677381],"domain_scores_gemma":[0.9992895,0.00005258157,0.00001567256,0.00004692803,0.000490219,0.0001050337],"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":[0.00009865623,0.00006219275,0.0003897689,0.0001225432,0.00001354009,0.00007141861,0.0001347206,0.000621597,0.002282165,0.004349309,0.7791442,0.21271],"study_design_scores_gemma":[0.00001846468,0.00003372703,0.001419912,0.0001373701,0.00003675055,0.0001941369,0.0001953995,0.004274976,0.002785028,0.002250271,0.9886267,0.00002728325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01654822,0.05803155,0.1535854,0.007766955,0.02013307,0.0004575259,0.00482345,0.01238349,0.7262703],"genre_scores_gemma":[0.01164955,0.01490292,0.0115019,0.0002932672,0.0004053163,0.00006104666,0.002123874,0.0007024441,0.9583596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.148763,"threshold_uncertainty_score":0.2957943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257281685093543,"score_gpt":0.2261168652094591,"score_spread":0.2035440483585237,"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."}}