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Malcles/fix pixel seed sf #1163

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759d7c1
Scale Factors for pixelSeedVeto
malcles Oct 23, 2019
e07b9e1
Scale Factors for pixelSeedVeto
malcles Oct 23, 2019
478e511
fix config to take Pixel Seed weight
malcles Oct 24, 2019
9bb3027
fix config to take Pixel Seed weight
malcles Oct 24, 2019
ff4c543
fix back dipho cfg
malcles Oct 24, 2019
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6 changes: 6 additions & 0 deletions Systematics/python/SystematicsCustomize.py
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Original file line number Diff line number Diff line change
Expand Up @@ -169,6 +169,12 @@ def allowLargettHMVAs(process):
for tag in ["flashggTTHLeptonicTag", "flashggTTHHadronicTag"]:
getattr(process, tag).UseLargeMVAs = cms.bool(True) # enable memory-intensive MVAs


def customizeDiPhotonSystematicsForTTH(process, options):
process.load("flashgg.Systematics.flashggDiPhotonSystematics_cfi")
import flashgg.Systematics.flashggDiPhotonSystematics_cfi as diPhotons_syst
diPhotons_syst.addPixelSeedWeightToDiPhotonSystematics( process, options )

def customizeSystematicsForMC(process):
customizePhotonSystematicsForMC(process)

Expand Down
63 changes: 63 additions & 0 deletions Systematics/python/flashggDiPhotonSystematics2016_cfi.py
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,58 @@
)
)


# JMalcles - based on JTao SF + ttH efficiencies. calculated to preserve nTot ttH.
# Initial SF taken from: https://indico.cern.ch/event/850506/contributions/3606914/attachments/1927946/3192290/201910_Zmmg_RhoBugFixed.pdf

leadPixelSeedBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9", "hasPixelSeed"),
bins = cms.VPSet(

# No Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.989 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(1.007 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, -0.1 ) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble(0.966 ) , uncertainties = cms.vdouble( -0.01 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.979 ) , uncertainties = cms.vdouble( -0.03 ) ),

# Yes Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, 0.9 ) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.434 ) , uncertainties = cms.vdouble( 0.20 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, 0.9 ) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 0.979 ) , uncertainties = cms.vdouble( 0.02 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, 0.9 ) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.176 ) , uncertainties = cms.vdouble( 0.06 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, 0.9 ) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.046 ) , uncertainties = cms.vdouble( 0.07 ) )
)
)

subleadPixelSeedBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9", "hasPixelSeed"),
bins = cms.VPSet(

# No Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.989 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(1.007 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, -0.1 ) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble(0.966 ) , uncertainties = cms.vdouble( -0.01 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.979 ) , uncertainties = cms.vdouble( -0.03 ) ),

# Yes Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, 0.9 ) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.434 ) , uncertainties = cms.vdouble( 0.20 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, 0.9 ) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 0.979 ) , uncertainties = cms.vdouble( 0.02 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, 0.9 ) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.176 ) , uncertainties = cms.vdouble( 0.06 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, 0.9 ) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.046 ) , uncertainties = cms.vdouble( 0.07 ) )
)
)









FNUFBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9"),
bins = cms.VPSet(
Expand Down Expand Up @@ -613,6 +665,17 @@
ApplyCentralValue = cms.bool(True)
)

PixelSeedWeight = cms.PSet( PhotonMethodName = cms.string("FlashggPhotonWeight"),
MethodName = cms.string("FlashggDiPhotonFromPhoton"),
Label = cms.string("PixelSeedWeight"),
NSigmas = cms.vint32(-1,1),
OverallRange = cms.string("pt<99999"),
BinList = leadPixelSeedBins,
BinList2 = subleadPixelSeedBins,
Debug = cms.untracked.bool(False),
ApplyCentralValue = cms.bool(True)
)

TriggerWeight = cms.PSet( PhotonMethodName = cms.string("FlashggPhotonWeight"),
MethodName = cms.string("FlashggDiPhotonFromPhoton"),
Label = cms.string("TriggerWeight"),
Expand Down
53 changes: 31 additions & 22 deletions Systematics/python/flashggDiPhotonSystematics2017_cfi.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -34,41 +34,50 @@
)


# JMalcles - based on JTao SF + ttH efficiencies. calculated to preserve nTot ttH.
# JMalcles - based on JTao SF + ttH efficiencies. calculated to preserve nTot ttH.
# Initial SF taken from: https://indico.cern.ch/event/850506/contributions/3606914/attachments/1927946/3192290/201910_Zmmg_RhoBugFixed.pdf

leadPixelSeedBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9", "hasPixelSeed"),
bins = cms.VPSet(
# No Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(0.978 ) , uncertainties = cms.vdouble( -0.00401807 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.9824) , uncertainties = cms.vdouble( -0.00200421 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.9168 ) , uncertainties = cms.vdouble( -0.0224756 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,-0.1) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble( 0.9403 ) , uncertainties = cms.vdouble( -0.00631264 ) ),
# Yes Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00 ,0.9) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.08876 ) , uncertainties = cms.vdouble( 0.0162106 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85 ,0.9) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.5961) , uncertainties = cms.vdouble( 0.0678807 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00 ,0.9) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.09763 ) , uncertainties = cms.vdouble( 0.0263745 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,0.9) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.20264 ) , uncertainties = cms.vdouble( 0.0214274 ) )

# No Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.982 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(0.975 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, -0.1 ) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble(0.943 ) , uncertainties = cms.vdouble( -0.01 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.912 ) , uncertainties = cms.vdouble( -0.04 ) ),

# Yes Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, 0.9 ) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.622 ) , uncertainties = cms.vdouble( 0.25 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, 0.9 ) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.106 ) , uncertainties = cms.vdouble( 0.03 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, 0.9 ) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.181 ) , uncertainties = cms.vdouble( 0.03 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, 0.9 ) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.081 ) , uncertainties = cms.vdouble( 0.03 ) )
)
)


subleadPixelSeedBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9", "hasPixelSeed"),
bins = cms.VPSet(
# No Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble( 0.978 ) , uncertainties = cms.vdouble( -0.00415083) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble( 0.9824 ) , uncertainties = cms.vdouble( -0.00280026 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble( 0.9168 ) , uncertainties = cms.vdouble( -0.0225538 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,-0.1) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble( 0.9403 ) , uncertainties = cms.vdouble( -0.00655045 ) ),
# Yes Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00 ,0.9) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.13196) , uncertainties = cms.vdouble( 0.0248967 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85 ,0.9) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.61512 ) , uncertainties = cms.vdouble( 0.0978689 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00 ,0.9) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.10623 ) , uncertainties = cms.vdouble( 0.0287957 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,0.9) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.20311 ) , uncertainties = cms.vdouble( 0.0222861 ) )

# No Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.982 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(0.975 ) , uncertainties = cms.vdouble( -0.007 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, -0.1 ) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble(0.943 ) , uncertainties = cms.vdouble( -0.01 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.912 ) , uncertainties = cms.vdouble( -0.04 ) ),

# Yes Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, 0.9 ) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.622 ) , uncertainties = cms.vdouble( 0.25 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, 0.9 ) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.106 ) , uncertainties = cms.vdouble( 0.03 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, 0.9 ) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.181 ) , uncertainties = cms.vdouble( 0.03 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, 0.9 ) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.081 ) , uncertainties = cms.vdouble( 0.03 ) )

)
)



FNUFBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9"),
bins = cms.VPSet(
Expand Down
50 changes: 28 additions & 22 deletions Systematics/python/flashggDiPhotonSystematics2018_cfi.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -34,38 +34,44 @@
)


# JMalcles - based on JTao SF + ttH efficiencies. calculated to preserve nTot ttH.
# JMalcles - based on JTao SF + ttH efficiencies. calculated to preserve nTot ttH.
# Initial SF taken from: https://indico.cern.ch/event/850506/contributions/3606914/attachments/1927946/3192290/201910_Zmmg_RhoBugFixed.pdf

leadPixelSeedBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9", "hasPixelSeed"),
bins = cms.VPSet(
# No Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(0.978 ) , uncertainties = cms.vdouble( -0.00401807 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.9824) , uncertainties = cms.vdouble( -0.00200421 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.9168 ) , uncertainties = cms.vdouble( -0.0224756 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,-0.1) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble( 0.9403 ) , uncertainties = cms.vdouble( -0.00631264 ) ),
# Yes Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00 ,0.9) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.08876 ) , uncertainties = cms.vdouble( 0.0162106 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85 ,0.9) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.5961) , uncertainties = cms.vdouble( 0.0678807 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00 ,0.9) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.09763 ) , uncertainties = cms.vdouble( 0.0263745 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,0.9) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.20264 ) , uncertainties = cms.vdouble( 0.0214274 ) )

# No Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.975 ) , uncertainties = cms.vdouble( -0.011 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(0.989 ) , uncertainties = cms.vdouble( -0.006 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, -0.1 ) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble(0.916 ) , uncertainties = cms.vdouble( -0.015 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.897 ) , uncertainties = cms.vdouble( -0.041 ) ),

# Yes Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, 0.9 ) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.871 ) , uncertainties = cms.vdouble( 0.380 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, 0.9 ) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.047 ) , uncertainties = cms.vdouble( 0.037 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, 0.9 ) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.261 ) , uncertainties = cms.vdouble( 0.047 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, 0.9 ) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.095 ) , uncertainties = cms.vdouble( 0.038 ) )
)
)


subleadPixelSeedBins = cms.PSet(
variables = cms.vstring("abs(superCluster.eta)","full5x5_r9", "hasPixelSeed"),
bins = cms.VPSet(
# No Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble( 0.978 ) , uncertainties = cms.vdouble( -0.00415083) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble( 0.9824 ) , uncertainties = cms.vdouble( -0.00280026 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble( 0.9168 ) , uncertainties = cms.vdouble( -0.0225538 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,-0.1) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble( 0.9403 ) , uncertainties = cms.vdouble( -0.00655045 ) ),
# Yes Pixel Seed
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00 ,0.9) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.13196) , uncertainties = cms.vdouble( 0.0248967 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85 ,0.9) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.61512 ) , uncertainties = cms.vdouble( 0.0978689 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00 ,0.9) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.10623 ) , uncertainties = cms.vdouble( 0.0287957 ) ) ,
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90 ,0.9) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.20311 ) , uncertainties = cms.vdouble( 0.0222861 ) )

# No Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, -0.1 ) , upBounds = cms.vdouble( 1.5, 999. , 0.1) , values = cms.vdouble(0.975 ) , uncertainties = cms.vdouble( -0.011 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, -0.1 ) , upBounds = cms.vdouble( 1.5, 0.85 , 0.1) , values = cms.vdouble(0.989 ) , uncertainties = cms.vdouble( -0.006 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, -0.1 ) , upBounds = cms.vdouble( 6.0, 999., 0.1) , values = cms.vdouble(0.916 ) , uncertainties = cms.vdouble( -0.015 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, -0.1 ) , upBounds = cms.vdouble( 6.0, 0.90 , 0.1) , values = cms.vdouble(0.897 ) , uncertainties = cms.vdouble( -0.041 ) ),

# Yes Pixel Seed

cms.PSet( lowBounds = cms.vdouble( 0.0, 0.85, 0.9 ) , upBounds = cms.vdouble( 1.5, 999., 1.1 ) , values = cms.vdouble( 1.871 ) , uncertainties = cms.vdouble( 0.380 ) ),
cms.PSet( lowBounds = cms.vdouble( 0.0, 0.00, 0.9 ) , upBounds = cms.vdouble( 1.5, 0.85, 1.1 ) , values = cms.vdouble( 1.047 ) , uncertainties = cms.vdouble( 0.037 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.90, 0.9 ) , upBounds = cms.vdouble( 6.0, 999., 1.1 ) , values = cms.vdouble( 1.261 ) , uncertainties = cms.vdouble( 0.047 ) ),
cms.PSet( lowBounds = cms.vdouble( 1.5, 0.00, 0.9 ) , upBounds = cms.vdouble( 6.0, 0.90, 1.1 ) , values = cms.vdouble( 1.095 ) , uncertainties = cms.vdouble( 0.038 ) )
)
)

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