{"id":"W1532522048","doi":"","title":"A UML-based Software Engineering Methodology for Agent Factory","year":2004,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unified Modeling Language; Computer science; Factory (object-oriented programming); Software engineering; Applications of UML; UML tool; Systems engineering; Software; Programming language; Engineering","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":[0.006376491,0.001463957,0.001208307,0.002478857,0.001707055,0.006032793,0.003540757,0.002462975,0.004562126],"category_scores_gemma":[0.008012066,0.002135472,0.002903166,0.001894723,0.001917979,0.005597672,0.00336788,0.004496569,0.002576961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139891,"about_ca_system_score_gemma":0.004140221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245973,"about_ca_topic_score_gemma":0.005271031,"domain_scores_codex":[0.995955,0.00155494,0.0006033728,0.0004115517,0.001280185,0.000194934],"domain_scores_gemma":[0.996865,0.001222935,0.0002201578,0.0007305028,0.0007960413,0.0001652898],"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":[0.00008174148,0.0003088624,0.0007981795,0.0007998334,0.0001543684,0.000655215,0.002241,0.05270026,0.01189827,0.675158,0.01210255,0.2431017],"study_design_scores_gemma":[0.0001424508,0.0001532398,0.0003573658,0.0006848932,0.000234122,0.001082704,0.0003549846,0.3300619,0.01754073,0.3455254,0.3036961,0.0001661542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004068261,0.0001042356,0.9973144,0.0001464494,0.00004490084,0.00009727966,0.0000405561,0.0007926429,0.001052653],"genre_scores_gemma":[0.01211784,0.0003387675,0.9846634,0.00009252754,0.00003316774,0.0002809794,0.0002708158,0.0004030554,0.001799548],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006376491,"threshold_uncertainty_score":0.03372252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06161584323953238,"score_gpt":0.284622930617299,"score_spread":0.2230070873777667,"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."}}