{"id":"W4253877558","doi":"10.4018/9781605660868.ch011","title":"Patterns for Designing Agent-Based E-Business Systems","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Delegation; Variety (cybernetics); Software design pattern; Business process; Process (computing); Software engineering; World Wide Web; Software; Engineering; Artificial intelligence; Work in process; 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":[0.002508478,0.001123226,0.000550221,0.00131728,0.001645917,0.004473727,0.002101157,0.001935639,0.008121589],"category_scores_gemma":[0.004867849,0.001333576,0.00110531,0.002180039,0.002599089,0.005300097,0.003700065,0.002641893,0.003419809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534315,"about_ca_system_score_gemma":0.00192835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117635,"about_ca_topic_score_gemma":0.003331106,"domain_scores_codex":[0.9975268,0.0008960803,0.000343898,0.000323963,0.0007545803,0.0001546041],"domain_scores_gemma":[0.9987175,0.0005118087,0.0001236548,0.000314705,0.000221027,0.0001113238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003000046,0.00007658986,0.0007154086,0.0006779215,0.00003975385,0.0005459575,0.003482447,0.01513671,0.002761942,0.8295078,0.009331414,0.1376941],"study_design_scores_gemma":[0.0000563079,0.00006273506,0.0002761886,0.0005591734,0.00004095124,0.0008908516,0.001556944,0.04844436,0.003057341,0.5048872,0.4401313,0.00003669113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00505585,0.001326814,0.95449,0.001455959,0.0001571297,0.0007553297,0.0001541702,0.0007994482,0.0358053],"genre_scores_gemma":[0.0290752,0.001538439,0.9548609,0.0001562128,0.00002261324,0.001026995,0.0003149573,0.0001832197,0.01282145],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008121589,"threshold_uncertainty_score":0.02716941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05623024453651655,"score_gpt":0.2512231580876428,"score_spread":0.1949929135511262,"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."}}