{"id":"W2572591191","doi":"10.5555/3042094.3042557","title":"Behavioral analysis of agent based service channel design using neural networks","year":2016,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Artificial neural network; Computer science; Artificial intelligence; Machine learning; Nervous system network models; Types of artificial neural networks; Time delay neural network","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":[0.001726577,0.0004507943,0.0006653931,0.0006356197,0.0005503372,0.001051684,0.0008818544,0.001030274,0.004470894],"category_scores_gemma":[0.005419706,0.0004496048,0.0005205009,0.0003580009,0.001012333,0.001191859,0.0006851866,0.0008320398,0.0002635691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002602054,"about_ca_system_score_gemma":0.001597975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302961,"about_ca_topic_score_gemma":0.005973225,"domain_scores_codex":[0.9993408,0.0002807918,0.00002279107,0.00007530969,0.0001320374,0.0001482912],"domain_scores_gemma":[0.9974674,0.001546865,0.0003163632,0.00009411911,0.0004095622,0.000165647],"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":[0.0000421928,0.00003365514,0.0004943588,0.00001487848,0.00001372666,0.00002819111,0.00003432443,0.9846545,0.0005615694,0.01214674,0.0001773019,0.001798564],"study_design_scores_gemma":[0.000002904877,0.000005937907,0.00006627933,9.981287e-7,0.000001927304,0.000002167625,0.000005085524,0.9982803,0.00006000002,0.00153367,0.00003891577,0.000001873609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4058059,0.0002512398,0.5682801,0.001305823,0.00006266145,0.0001856125,0.000142834,0.0002840752,0.02368184],"genre_scores_gemma":[0.9896292,0.00007245219,0.007260457,0.00003488685,0.000006450269,0.00006333371,0.00002254218,0.00001808333,0.002892594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01302961,"threshold_uncertainty_score":0.02590752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720011994415078,"score_gpt":0.33415718894232,"score_spread":0.1621559895008122,"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."}}