diff --git "a/calibration/logs/unified_diagnostics.csv" "b/calibration/logs/unified_diagnostics.csv"
new file mode 100644--- /dev/null
+++ "b/calibration/logs/unified_diagnostics.csv"
@@ -0,0 +1,15482 @@
+target,true_value,estimate,rel_error,abs_rel_error,achievable
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+cd_2401/household_count/[snap>0],32483.0,33145.492,0.02039504317643075,0.02039504317643075,True
+cd_2402/household_count/[snap>0],26940.0,27955.217,0.03768436514012621,0.03768436514012621,True
+cd_2403/household_count/[snap>0],18908.0,19663.957,0.03998080342976518,0.03998080342976518,True
+cd_2404/household_count/[snap>0],34998.0,35830.04,0.023773903151608662,0.023773903151608662,True
+cd_2405/household_count/[snap>0],17925.0,18462.854,0.030005774930264992,0.030005774930264992,True
+cd_2406/household_count/[snap>0],33372.0,34441.375,0.03204407886851252,0.03204407886851252,True
+cd_2407/household_count/[snap>0],65763.0,64357.03,-0.021379328041603942,0.021379328041603942,True
+cd_2408/household_count/[snap>0],17215.0,17814.78,0.034840505191693294,0.034840505191693294,True
+cd_2501/household_count/[snap>0],70400.0,68442.6,-0.027803955078125,0.027803955078125,True
+cd_2502/household_count/[snap>0],50186.0,49745.67,-0.008773923504563026,0.008773923504563026,True
+cd_2503/household_count/[snap>0],53974.0,53355.82,-0.01145328653610998,0.01145328653610998,True
+cd_2504/household_count/[snap>0],38296.0,38410.53,0.0029906844056820556,0.0029906844056820556,True
+cd_2505/household_count/[snap>0],28955.0,29580.447,0.021600665364358486,0.021600665364358486,True
+cd_2506/household_count/[snap>0],32434.0,32897.43,0.014288391425664427,0.014288391425664427,True
+cd_2507/household_count/[snap>0],68985.0,65775.375,-0.04652641878669276,0.04652641878669276,True
+cd_2508/household_count/[snap>0],42789.0,42949.81,0.0037581760207062564,0.0037581760207062564,True
+cd_2509/household_count/[snap>0],40683.0,41492.715,0.019903026909274143,0.019903026909274143,True
+cd_2601/household_count/[snap>0],40801.0,41953.535,0.02824771834636406,0.02824771834636406,True
+cd_2602/household_count/[snap>0],39401.0,40232.48,0.021103029586812518,0.021103029586812518,True
+cd_2603/household_count/[snap>0],37463.0,38187.52,0.01933960257454021,0.01933960257454021,True
+cd_2604/household_count/[snap>0],35640.0,36317.836,0.0190189656986532,0.0190189656986532,True
+cd_2605/household_count/[snap>0],33468.0,34520.36,0.03144374850603562,0.03144374850603562,True
+cd_2606/household_count/[snap>0],21992.0,22568.344,0.026206972990178247,0.026206972990178247,True
+cd_2607/household_count/[snap>0],28046.0,28800.81,0.026913304816194823,0.026913304816194823,True
+cd_2608/household_count/[snap>0],55135.0,55755.062,0.0112462591820078,0.0112462591820078,True
+cd_2609/household_count/[snap>0],29016.0,29865.695,0.029283681847945962,0.029283681847945962,True
+cd_2610/household_count/[snap>0],46043.0,46708.387,0.014451419732641227,0.014451419732641227,True
+cd_2611/household_count/[snap>0],27280.0,28109.98,0.03042450398643695,0.03042450398643695,True
+cd_2612/household_count/[snap>0],66515.0,66461.73,-0.0008009236638352251,0.0008009236638352251,True
+cd_2613/household_count/[snap>0],86557.0,81035.25,-0.06379322296290306,0.06379322296290306,True
+cd_2701/household_count/[snap>0],21145.0,21523.08,0.017880353659257508,0.017880353659257508,True
+cd_2702/household_count/[snap>0],13768.0,14008.654,0.017479248756173738,0.017479248756173738,True
+cd_2703/household_count/[snap>0],16928.0,17182.598,0.015040031678284499,0.015040031678284499,True
+cd_2704/household_count/[snap>0],30434.0,30836.535,0.01322649524380627,0.01322649524380627,True
+cd_2705/household_count/[snap>0],34698.0,34914.062,0.0062269439160758545,0.0062269439160758545,True
+cd_2706/household_count/[snap>0],19033.0,19258.809,0.011864056835496243,0.011864056835496243,True
+cd_2707/household_count/[snap>0],30242.0,30892.277,0.02150245829475564,0.02150245829475564,True
+cd_2708/household_count/[snap>0],30762.0,31474.021,0.023146137584519864,0.023146137584519864,True
+cd_2801/household_count/[snap>0],30004.0,30266.174,0.008737962542494334,0.008737962542494334,True
+cd_2802/household_count/[snap>0],46114.0,46127.215,0.0002865690191698833,0.0002865690191698833,True
+cd_2803/household_count/[snap>0],31179.0,31733.18,0.01777413282978928,0.01777413282978928,True
+cd_2804/household_count/[snap>0],32202.0,32557.057,0.011025918906434383,0.011025918906434383,True
+cd_2901/household_count/[snap>0],50613.0,49794.28,-0.016176056546737004,0.016176056546737004,True
+cd_2902/household_count/[snap>0],13501.0,13751.339,0.018542246291941337,0.018542246291941337,True
+cd_2903/household_count/[snap>0],19263.0,19695.592,0.022457135278772775,0.022457135278772775,True
+cd_2904/household_count/[snap>0],28154.0,28543.902,0.013848914674646587,0.013848914674646587,True
+cd_2905/household_count/[snap>0],33028.0,33088.65,0.0018362733892454887,0.0018362733892454887,True
+cd_2906/household_count/[snap>0],23522.0,24347.504,0.03509497093146841,0.03509497093146841,True
+cd_2907/household_count/[snap>0],33379.0,34053.21,0.020198655966326133,0.020198655966326133,True
+cd_2908/household_count/[snap>0],37855.0,37828.734,-0.000693848236692643,0.000693848236692643,True
+cd_3001/household_count/[snap>0],15604.0,16105.039,0.03210965537682645,0.03210965537682645,True
+cd_3002/household_count/[snap>0],17073.0,17795.22,0.04230192134510631,0.04230192134510631,True
+cd_3101/household_count/[snap>0],22046.0,22398.361,0.01598300499523723,0.01598300499523723,True
+cd_3102/household_count/[snap>0],22802.0,22945.424,0.006289967025918779,0.006289967025918779,True
+cd_3103/household_count/[snap>0],23966.0,24464.83,0.02081407319223066,0.02081407319223066,True
+cd_3201/household_count/[snap>0],45419.0,46789.41,0.030172618425108436,0.030172618425108436,True
+cd_3202/household_count/[snap>0],25626.0,26378.988,0.029383761853195974,0.029383761853195974,True
+cd_3203/household_count/[snap>0],31178.0,32323.285,0.036733759582077107,0.036733759582077107,True
+cd_3204/household_count/[snap>0],44602.0,45603.21,0.022447669106766512,0.022447669106766512,True
+cd_3301/household_count/[snap>0],18048.0,18306.15,0.014303545579842642,0.014303545579842642,True
+cd_3302/household_count/[snap>0],19021.0,19244.781,0.011764957152620787,0.011764957152620787,True
+cd_3401/household_count/[snap>0],34302.0,34961.63,0.01923004216226459,0.01923004216226459,True
+cd_3402/household_count/[snap>0],36085.0,36785.06,0.019400265865317998,0.019400265865317998,True
+cd_3403/household_count/[snap>0],12269.0,12571.165,0.024628334751202217,0.024628334751202217,True
+cd_3404/household_count/[snap>0],18171.0,18753.113,0.03203529146717297,0.03203529146717297,True
+cd_3405/household_count/[snap>0],12817.0,13067.265,0.019525992700124836,0.019525992700124836,True
+cd_3406/household_count/[snap>0],25802.0,26716.688,0.03545025579412449,0.03545025579412449,True
+cd_3407/household_count/[snap>0],11521.0,11827.552,0.026608085913766167,0.026608085913766167,True
+cd_3408/household_count/[snap>0],48916.0,49758.953,0.017232666714367486,0.017232666714367486,True
+cd_3409/household_count/[snap>0],39569.0,40654.375,0.02742993252293462,0.02742993252293462,True
+cd_3410/household_count/[snap>0],52703.0,53223.777,0.00988136052501755,0.00988136052501755,True
+cd_3411/household_count/[snap>0],10354.0,10629.48,0.02660618782596098,0.02660618782596098,True
+cd_3412/household_count/[snap>0],19829.0,20215.328,0.019482985778405366,0.019482985778405366,True
+cd_3501/household_count/[snap>0],48825.0,49865.746,0.021315844214029697,0.021315844214029697,True
+cd_3502/household_count/[snap>0],60378.0,60389.543,0.00019117838865149558,0.00019117838865149558,True
+cd_3503/household_count/[snap>0],56364.0,57398.207,0.01834871604659002,0.01834871604659002,True
+cd_3601/household_count/[snap>0],16937.0,17217.188,0.01654292377634764,0.01654292377634764,True
+cd_3602/household_count/[snap>0],28728.0,29088.842,0.012560630634746588,0.012560630634746588,True
+cd_3603/household_count/[snap>0],13977.0,14020.416,0.0031062470934392216,0.0031062470934392216,True
+cd_3604/household_count/[snap>0],15596.0,15937.897,0.02192212496393306,0.02192212496393306,True
+cd_3605/household_count/[snap>0],55469.0,54706.195,-0.013751909850547153,0.013751909850547153,True
+cd_3606/household_count/[snap>0],49320.0,50008.984,0.013969675081103,0.013969675081103,True
+cd_3607/household_count/[snap>0],64600.0,62603.48,-0.030905875096749226,0.030905875096749226,True
+cd_3608/household_count/[snap>0],88495.0,79695.04,-0.09944020495508221,0.09944020495508221,True
+cd_3609/household_count/[snap>0],59702.0,58295.19,-0.023563843652641452,0.023563843652641452,True
+cd_3610/household_count/[snap>0],49672.0,48697.043,-0.019627899646682236,0.019627899646682236,True
+cd_3611/household_count/[snap>0],43404.0,43898.688,0.011397279052621879,0.011397279052621879,True
+cd_3612/household_count/[snap>0],24159.0,24546.93,0.01605735698911379,0.01605735698911379,True
+cd_3613/household_count/[snap>0],103509.0,90784.73,-0.12292915048449893,0.12292915048449893,True
+cd_3614/household_count/[snap>0],78035.0,73816.484,-0.05405927628628179,0.05405927628628179,True
+cd_3615/household_count/[snap>0],129117.0,103369.04,-0.19941573098430107,0.19941573098430107,True
+cd_3616/household_count/[snap>0],33998.0,34429.688,0.012697438084593211,0.012697438084593211,True
+cd_3617/household_count/[snap>0],18104.0,18623.67,0.02870470182694432,0.02870470182694432,True
+cd_3618/household_count/[snap>0],28560.0,29161.975,0.021077542345063024,0.021077542345063024,True
+cd_3619/household_count/[snap>0],40550.0,40551.598,3.939966091245376e-05,3.939966091245376e-05,True
+cd_3620/household_count/[snap>0],37503.0,37277.58,-0.006010769138468922,0.006010769138468922,True
+cd_3621/household_count/[snap>0],49632.0,48426.574,-0.024287269931697292,0.024287269931697292,True
+cd_3622/household_count/[snap>0],46693.0,45767.418,-0.019822714994752962,0.019822714994752962,True
+cd_3623/household_count/[snap>0],44269.0,43544.332,-0.01636964848426664,0.01636964848426664,True
+cd_3624/household_count/[snap>0],43344.0,42489.895,-0.01970527567252676,0.01970527567252676,True
+cd_3625/household_count/[snap>0],50069.0,48814.797,-0.025049494198006752,0.025049494198006752,True
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+cd_3703/household_count/[snap>0],40114.0,40589.992,0.01186598662561699,0.01186598662561699,True
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+cd_3709/household_count/[snap>0],42394.0,43278.633,0.020866934294947397,0.020866934294947397,True
+cd_3710/household_count/[snap>0],38713.0,39544.117,0.021468684614987212,0.021468684614987212,True
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+cd_3914/household_count/[snap>0],34345.0,34369.844,0.0007233585674770709,0.0007233585674770709,True
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+cd_4001/household_count/[snap>0],40371.0,40650.5,0.006923286517549726,0.006923286517549726,True
+cd_4002/household_count/[snap>0],55436.0,56154.844,0.012967092683454794,0.012967092683454794,True
+cd_4003/household_count/[snap>0],45277.0,45359.137,0.00181409366234512,0.00181409366234512,True
+cd_4004/household_count/[snap>0],43177.0,43577.652,0.009279300177177664,0.009279300177177664,True
+cd_4005/household_count/[snap>0],40241.0,40730.125,0.012154891777043314,0.012154891777043314,True
+cd_401/household_count/[snap>0],18758.0,19251.172,0.026291282386181895,0.026291282386181895,True
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+cd_406/household_count/[snap>0],29676.0,30799.5,0.037858875859280224,0.037858875859280224,True
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+cd_408/household_count/[snap>0],23366.0,24194.027,0.03543727397714628,0.03543727397714628,True
+cd_409/household_count/[snap>0],38586.0,39739.09,0.029883632502721195,0.029883632502721195,True
+cd_4101/household_count/[snap>0],40353.0,39557.28,-0.01971894902485565,0.01971894902485565,True
+cd_4102/household_count/[snap>0],57984.0,59219.285,0.02130389687241308,0.02130389687241308,True
+cd_4103/household_count/[snap>0],48142.0,48405.227,0.005467711405841054,0.005467711405841054,True
+cd_4104/household_count/[snap>0],59564.0,59370.04,-0.003256345065811564,0.003256345065811564,True
+cd_4105/household_count/[snap>0],36249.0,37103.527,0.02357381841568043,0.02357381841568043,True
+cd_4106/household_count/[snap>0],43214.0,43805.54,0.013688597734530477,0.013688597734530477,True
+cd_4201/household_count/[snap>0],21996.0,22387.23,0.01778643702264048,0.01778643702264048,True
+cd_4202/household_count/[snap>0],82154.0,76985.43,-0.0629131912323198,0.0629131912323198,True
+cd_4203/household_count/[snap>0],88636.0,80896.984,-0.0873123293582743,0.0873123293582743,True
+cd_4204/household_count/[snap>0],22648.0,23169.207,0.02301338004459555,0.02301338004459555,True
+cd_4205/household_count/[snap>0],48499.0,48337.242,-0.003335281397554589,0.003335281397554589,True
+cd_4206/household_count/[snap>0],30466.0,30873.33,0.013369988778474364,0.013369988778474364,True
+cd_4207/household_count/[snap>0],42998.0,43239.074,0.005606637954090888,0.005606637954090888,True
+cd_4208/household_count/[snap>0],55665.0,55237.195,-0.007685344246833738,0.007685344246833738,True
+cd_4209/household_count/[snap>0],47877.0,48330.598,0.009474228883388683,0.009474228883388683,True
+cd_4210/household_count/[snap>0],45736.0,46133.465,0.00869041550966416,0.00869041550966416,True
+cd_4211/household_count/[snap>0],27690.0,28234.322,0.01965771995756591,0.01965771995756591,True
+cd_4212/household_count/[snap>0],55849.0,55360.617,-0.008744701113717345,0.008744701113717345,True
+cd_4213/household_count/[snap>0],47018.0,47158.184,0.002981487807860819,0.002981487807860819,True
+cd_4214/household_count/[snap>0],60518.0,58334.887,-0.03607378434928451,0.03607378434928451,True
+cd_4215/household_count/[snap>0],46392.0,46284.254,-0.0023225145229780995,0.0023225145229780995,True
+cd_4216/household_count/[snap>0],53616.0,53365.41,-0.004673788491308565,0.004673788491308565,True
+cd_4217/household_count/[snap>0],33025.0,33511.773,0.014739543906131719,0.014739543906131719,True
+cd_4401/household_count/[snap>0],34953.0,35225.797,0.007804676994821617,0.007804676994821617,True
+cd_4402/household_count/[snap>0],27312.0,27611.729,0.010974242663481253,0.010974242663481253,True
+cd_4501/household_count/[snap>0],17171.0,17610.36,0.025587291072156543,0.025587291072156543,True
+cd_4502/household_count/[snap>0],26239.0,26888.26,0.024744074302564884,0.024744074302564884,True
+cd_4503/household_count/[snap>0],28928.0,29660.06,0.02530629655956167,0.02530629655956167,True
+cd_4504/household_count/[snap>0],27765.0,28423.42,0.023714025639294076,0.023714025639294076,True
+cd_4505/household_count/[snap>0],27432.0,27994.97,0.02052240825040099,0.02052240825040099,True
+cd_4506/household_count/[snap>0],45184.0,45408.45,0.004967449069360835,0.004967449069360835,True
+cd_4507/household_count/[snap>0],38652.0,39509.88,0.022194942208682605,0.022194942208682605,True
+cd_4600/household_count/[snap>0],27163.0,27812.475,0.02391026798862423,0.02391026798862423,True
+cd_4701/household_count/[snap>0],36951.0,37084.25,0.003606127033097886,0.003606127033097886,True
+cd_4702/household_count/[snap>0],28750.0,28867.29,0.004079619565217392,0.004079619565217392,True
+cd_4703/household_count/[snap>0],34776.0,34463.246,-0.008993383547561537,0.008993383547561537,True
+cd_4704/household_count/[snap>0],26461.0,26629.842,0.006380779141944749,0.006380779141944749,True
+cd_4705/household_count/[snap>0],14676.0,15141.389,0.03171086616755247,0.03171086616755247,True
+cd_4706/household_count/[snap>0],30595.0,30655.244,0.001969084511358065,0.001969084511358065,True
+cd_4707/household_count/[snap>0],22742.0,22967.615,0.009920641736654648,0.009920641736654648,True
+cd_4708/household_count/[snap>0],33566.0,33655.332,0.0026613844738723707,0.0026613844738723707,True
+cd_4709/household_count/[snap>0],46638.0,46533.03,-0.0022507129379475965,0.0022507129379475965,True
+cd_4801/household_count/[snap>0],37194.0,37466.605,0.007329286141581975,0.007329286141581975,True
+cd_4802/household_count/[snap>0],14670.0,14955.251,0.01944451101312202,0.01944451101312202,True
+cd_4803/household_count/[snap>0],14001.0,14176.595,0.012541584641275623,0.012541584641275623,True
+cd_4804/household_count/[snap>0],18880.0,19354.365,0.025125277244438558,0.025125277244438558,True
+cd_4805/household_count/[snap>0],29857.0,30415.215,0.018696280394882272,0.018696280394882272,True
+cd_4806/household_count/[snap>0],24708.0,25300.559,0.023982458869596893,0.023982458869596893,True
+cd_4807/household_count/[snap>0],29023.0,29245.389,0.007662497738862282,0.007662497738862282,True
+cd_4808/household_count/[snap>0],24893.0,24691.396,-0.008098803503997108,0.008098803503997108,True
+cd_4809/household_count/[snap>0],51807.0,52028.277,0.004271186205532071,0.004271186205532071,True
+cd_4810/household_count/[snap>0],21383.0,21894.621,0.02392653480568676,0.02392653480568676,True
+cd_4811/household_count/[snap>0],33380.0,33418.17,0.0011435552726183342,0.0011435552726183342,True
+cd_4812/household_count/[snap>0],21928.0,22111.988,0.008390563719901496,0.008390563719901496,True
+cd_4813/household_count/[snap>0],31095.0,31262.922,0.005400285415661682,0.005400285415661682,True
+cd_4814/household_count/[snap>0],32668.0,33079.832,0.01260658844281866,0.01260658844281866,True
+cd_4815/household_count/[snap>0],55480.0,53908.324,-0.028328691082372025,0.028328691082372025,True
+cd_4816/household_count/[snap>0],45422.0,45186.242,-0.005190388192946149,0.005190388192946149,True
+cd_4817/household_count/[snap>0],31924.0,32558.521,0.019876001891210374,0.019876001891210374,True
+cd_4818/household_count/[snap>0],44359.0,44478.67,0.002697803715142361,0.002697803715142361,True
+cd_4819/household_count/[snap>0],28296.0,28788.184,0.01739410495299689,0.01739410495299689,True
+cd_4820/household_count/[snap>0],44198.0,43991.516,-0.004671803588397665,0.004671803588397665,True
+cd_4821/household_count/[snap>0],14623.0,14924.416,0.020612460892087806,0.020612460892087806,True
+cd_4822/household_count/[snap>0],17415.0,17816.426,0.02305057601205857,0.02305057601205857,True
+cd_4823/household_count/[snap>0],31601.0,32398.826,0.025246864715515332,0.025246864715515332,True
+cd_4824/household_count/[snap>0],9850.0,10007.902,0.016030694796954313,0.016030694796954313,True
+cd_4825/household_count/[snap>0],28724.0,29231.205,0.017657884630448404,0.017657884630448404,True
+cd_4826/household_count/[snap>0],10457.0,10458.82,0.00017407597781390457,0.00017407597781390457,True
+cd_4827/household_count/[snap>0],41654.0,41792.047,0.0033141324962788687,0.0033141324962788687,True
+cd_4828/household_count/[snap>0],45610.0,45950.38,0.007462813116641088,0.007462813116641088,True
+cd_4829/household_count/[snap>0],46496.0,46942.844,0.0096103697092223,0.0096103697092223,True
+cd_4830/household_count/[snap>0],35850.0,36371.75,0.014553695955369596,0.014553695955369596,True
+cd_4831/household_count/[snap>0],19797.0,20158.139,0.018242090815527606,0.018242090815527606,True
+cd_4832/household_count/[snap>0],29965.0,30241.55,0.00922912668947105,0.00922912668947105,True
+cd_4833/household_count/[snap>0],34099.0,34754.895,0.019235007808146867,0.019235007808146867,True
+cd_4834/household_count/[snap>0],62574.0,61593.0,-0.015677437913510405,0.015677437913510405,True
+cd_4835/household_count/[snap>0],39396.0,39372.047,-0.0006080090618336887,0.0006080090618336887,True
+cd_4836/household_count/[snap>0],40647.0,40542.285,-0.002576201041897311,0.002576201041897311,True
+cd_4837/household_count/[snap>0],14634.0,14732.55,0.0067343039966858,0.0067343039966858,True
+cd_4838/household_count/[snap>0],19488.0,19961.668,0.02430562237017652,0.02430562237017652,True
+cd_4901/household_count/[snap>0],11813.0,12037.207,0.01897968604503513,0.01897968604503513,True
+cd_4902/household_count/[snap>0],17183.0,17649.066,0.027123692384915323,0.027123692384915323,True
+cd_4903/household_count/[snap>0],12610.0,12928.972,0.025295137167922283,0.025295137167922283,True
+cd_4904/household_count/[snap>0],12404.0,12632.267,0.018402660558086103,0.018402660558086103,True
+cd_5000/household_count/[snap>0],30142.0,30647.324,0.016764787298453983,0.016764787298453983,True
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+cd_5102/household_count/[snap>0],22132.0,22836.896,0.03184965138148382,0.03184965138148382,True
+cd_5103/household_count/[snap>0],53332.0,53834.5,0.009422110552763818,0.009422110552763818,True
+cd_5104/household_count/[snap>0],48333.0,48837.77,0.010443579567790122,0.010443579567790122,True
+cd_5105/household_count/[snap>0],38485.0,39551.4,0.02770945660647005,0.02770945660647005,True
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