1regime,N,admin_capacity_ratio,success_rate,bits_per_task,bits_per_success,bits_per_success_incl_setup,msgs_per_task,welfare_per_agent,gini_benefit,fail_latency_share,fail_decode_share2central,50,0.5,0.03417491423876221,50.0938900256431,1552.0069322889096,1932.2934784976533,8.0,-0.3632466666666667,0.38802326825973854,0.9658250857612377,0.03central,50,2.0,0.931504007465332,50.0938900256431,54.651425300606,68.04436406424446,8.0,43.50217,0.14875828109781464,0.06849599253466805,0.04central,200,0.5,0.027773130570076257,73.11723693242472,2660.4290351232503,3144.9744046496608,12.0,-1.3453808333333335,0.4299556260504691,0.9722268694299238,0.05central,200,2.0,0.9324548479595206,73.11723693242472,79.2197742674387,93.65187586333836,12.0,39.44066083333334,0.15809677618839657,0.06754515204047945,0.06central,800,0.5,0.029173436509445205,96.28237511120071,3319.753199250595,3780.5327602655047,16.0,-1.9721083333333336,0.4211278897916016,0.9708265634905549,0.07central,800,2.0,0.9322993267035735,96.28237511120071,104.38269865775028,118.87362755837908,16.0,38.57106875,0.15973233251578262,0.06770067329642653,0.08federated,50,0.5,0.05756628566949841,43.22987563086466,891.2131050183797,1138.8097718302731,6.809173313295386,1.000848888888889,0.3709867402161426,0.9424337143305015,0.09federated,50,2.0,0.9344995756591001,43.22987563086466,47.19346424334785,60.544102514510705,6.809173313295386,43.87293222222222,0.14711042292809134,0.06550042434089999,0.010federated,200,0.5,0.18919838057730387,50.44131768978432,682.2353678869305,833.433967644738,8.063519270023129,6.631863472222222,0.3993053091864096,0.8108016194226961,0.011federated,200,2.0,0.9355006427597652,50.44131768978432,55.051743520627625,69.4391833016723,8.063519270023129,40.263113472222216,0.1572767879341625,0.06449935724023481,0.012federated,800,0.5,0.4417542849028205,57.88279457015973,684.8492329815132,802.7146947058227,9.34231907976616,17.68408704861111,0.31993378169811043,0.5582457150971796,0.013federated,800,2.0,0.9362674927658305,57.88279457015973,63.540538885429214,77.97382940175629,9.34231907976616,39.897446423611115,0.15778498225377602,0.06373250723416936,0.014none,50,2.0,0.5199555375849481,14.0,62.41417511219455,62.41417511219455,4.0,30.72036888888889,0.22379818710497038,0.3797637066366398,0.100280755778412215none,200,2.0,0.5240970373268515,14.0,59.05614204018829,59.05614204018829,4.0,30.970076111111112,0.2239059555500283,0.38312742324830645,0.09277553942484216none,800,2.0,0.5248517844482838,14.0,58.14509440400632,58.14509440400632,4.0,30.869613263888887,0.22174709156980169,0.3821028136235392,0.0930454019281769117norms,50,2.0,0.552149084117469,13.518126775487204,56.790237063476866,98.42081582480888,4.0,32.28180555555556,0.22187112474963558,0.40452429556397623,0.04332662031855477618norms,200,2.0,0.5553845660445049,13.53073499809665,53.609989506738124,93.10068140451256,4.0,32.46973375,0.22039995795567083,0.4058011385817659,0.03881429537372918519norms,800,2.0,0.5558878250752212,13.534841136839729,52.854305271365305,91.98030278057325,4.0,32.34659590277778,0.2186575273494926,0.40475984757313443,0.0393523273516444220records,50,2.0,0.957156129885607,15.523654454561289,16.30557715230469,26.810264825373842,2.0,56.45140111111111,0.1325909998414693,0.0428438701143929,0.021records,200,2.0,0.9569232167796939,15.524410671920057,16.30652751702524,26.76658858582788,2.0,56.61851736111111,0.1344259333237152,0.043076783220305975,0.022records,800,2.0,0.9577420432892007,15.533932313590396,16.298359234970615,26.782276276499825,2.0,56.501708819444445,0.13406677619579133,0.042257956710799384,0.023