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Malcles/fix pixel seed sf #1163

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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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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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