How To: Run SModelS using a parameter file¶

In [1]:
# Set up the path to SModelS installation folder
import sys; sys.path.append("."); import smodels_paths
In [2]:
# Import those parts of smodels that are needed for this exercise
from smodels.installation import installDirectory, version
from smodels.matching import modelTester
from smodels.tools import crashReport
from smodels.base import smodelsLogging
from smodels.base import runtime
from smodels.tools import particlesLoader
from importlib import reload
In [3]:
#Define the SLHA file name
filename="inputFiles/slha/gluino_squarks.slha"
#Define the parameter file
parameterFile="./parameters.ini"
In [4]:
#Read and check parameter file, exit parameterFile does not exist
parser = modelTester.getParameters(parameterFile)
#Display defined options:
for section in parser.sections():
    print(section)
    for option in parser.options(section):
        print('  ',option,'=',parser.get(section,option))
options
   checkinput = True
   doinvisible = True
   docompress = True
   testcoverage = True
   computestatistics = True
   combinesrs = False
particles
   model = share.models.mssm
   promptwidth = 1e-11
   stablewidth = 1e-25
   ignorepromptqnumbers = spin,eCharge,colordim
parameters
   sigmacut = 10.0
   minmassgap = 5.
   maxcond = 0.2
   ncpus = 1
database
   path = official
   analyses = all
   txnames = all
   dataselector = all
printer
   outputtype = python,summary
stdout-printer
   printdatabase = False
   addanainfo = False
   printdecomp = False
   addelementinfo = False
   printextendedresults = False
   addcoverageid = False
summary-printer
   expandedsummary = True
slha-printer
   expandedoutput = True
python-printer
   addsmslist = False
   addtxweights = False
xml-printer
   addsmslist = False
   addtxweights = False
In [5]:
#Change option:
parser.set('printer','outputtype','summary')
In [6]:
#Determine particles module from ini file, if necessary """
if parser.has_option("particles","model"):
    runtime.modelFile = parser.get( "particles", "model" )
    reload(particlesLoader)

#Load the database defined in the parameters file, exit if not found """
database = modelTester.loadDatabase(parser,db=None)
listOfExpRes = modelTester.loadDatabaseResults(parser, database)
In [7]:
#Set local dir as output folder:
outputDir = './'
#run SModelS with input file:
output = modelTester.testPoint(filename, outputDir, parser, database)
In [8]:
# As we're not exiting the program, let's make sure all output is flushed
[ x.flush() for x in output.values() ]
Out[8]:
[{'summary': 'Input status: 1\nDecomposition output status: 1 #decomposition was successful\n# Input File: inputFiles/slha/gluino_squarks.slha\n# checkinput = True\n# combinesrs = False\n# computestatistics = True\n# docompress = True\n# doinvisible = True\n# ignorepromptqnumbers = spin,eCharge,colordim\n# maxcond = 0.2\n# minmassgap = 5.\n# model = share.models.mssm\n# ncpus = 1\n# promptwidth = 1e-11\n# sigmacut = 10.0\n# stablewidth = 1e-25\n# testcoverage = True\n# SModelS version: 3.0.0\n# Database version: 3.0.0\n================================================================================\n#Analysis  Sqrts  Cond_Violation  Theory_Value(fb)  Exp_limit(fb)  r  r_expected\n\n ATLAS-SUSY-2018-10  1.30E+01    0.0  1.798E-01  5.820E-02  3.089E+00  3.089E+00\n Signal Region:  4j0blowx_3\n Txnames:  T6WW\n Likelihoods: nll, nll_min, nll_SM =  1.549E+01,  3.184E+00,  3.184E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2016-07  1.30E+01    0.0  2.185E+00  1.270E+00  1.720E+00  2.042E+00\n Signal Region:  5j_Meff_1600\n Txnames:  T6WW\n Likelihoods: nll, nll_min, nll_SM =  1.426E+01,  6.930E+00,  7.005E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2016-07  1.30E+01    0.0  3.579E+01  5.376E+01  6.658E-01  N/A\n Signal Region:  (UL)\n Txnames:  T6WW\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2013-20  8.00E+00    0.0  5.500E+00  1.157E+01  4.754E-01  N/A\n Signal Region:  (UL)\n Txnames:  T6WW\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2013-02  8.00E+00    0.0  5.500E+00  1.719E+01  3.200E-01  N/A\n Signal Region:  (UL)\n Txnames:  T6WW\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-32  1.30E+01    0.0  1.446E+02  5.550E+02  2.605E-01  N/A\n Signal Region:  (UL)\n Txnames:  TChiWW\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-32  1.30E+01    0.0  1.462E-02  5.890E-02  2.483E-01  1.581E-01\n Signal Region:  SRDF_0d_cuts\n Txnames:  TChiWW\n Likelihoods: nll, nll_min, nll_SM =  5.377E+00,  4.918E+00,  4.918E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-23  1.30E+01    0.0  2.071E+02  9.808E+02  2.112E-01  2.551E-01\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2019-09  1.30E+01    0.0  3.990E+01  1.946E+02  2.050E-01  1.642E-01\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2019-09  1.30E+01    0.0  1.354E-02  6.720E-02  2.015E-01  1.263E-01\n Signal Region:  SRWZ_5\n Txnames:  TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  7.453E+00,  7.047E+00,  7.047E+00\n--------------------------------------------------------------------------------\n     CMS-SUS-13-012  8.00E+00    0.0  2.640E-01  1.430E+00  1.846E-01  2.827E-01\n Signal Region:  3NJet6_1500HTinf_300MHTinf\n Txnames:  T6WW, TChiWW, TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  5.551E+00,  5.430E+00,  6.052E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2019-08  1.30E+01    0.0  9.065E-03  4.949E-02  1.832E-01  1.774E-01\n Signal Region:  SR_LM_High_MCT\n Txnames:  TChiWH\n Likelihoods: nll, nll_min, nll_SM =  3.349E+00,  3.233E+00,  3.233E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2019-08  1.30E+01    0.0  2.071E+02  1.148E+03  1.804E-01  N/A\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n     CMS-SUS-17-004  1.30E+01    0.0  2.071E+02  1.572E+03  1.317E-01  N/A\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n     CMS-SUS-18-007  1.30E+01    0.0  2.071E+02  1.627E+03  1.273E-01  N/A\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n     CMS-SUS-17-004  1.30E+01    0.0  3.990E+01  3.678E+02  1.085E-01  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n     CMS-SUS-16-039  1.30E+01    0.0  2.071E+02  2.115E+03  9.793E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n     CMS-SUS-21-002  1.30E+01    0.0  1.496E-02  1.572E-01  9.515E-02  7.734E-02\n Signal Region:  b_veto_SR0\n Txnames:  TChiWH, TChiWW, TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  6.463E+00,  6.377E+00,  6.377E+00\n--------------------------------------------------------------------------------\n     CMS-SUS-16-039  1.30E+01    0.0  3.990E+01  4.680E+02  8.526E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n     CMS-SUS-16-045  1.30E+01    0.0  2.071E+02  2.437E+03  8.498E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n     CMS-SUS-13-006  8.00E+00    0.0  9.588E+01  1.136E+03  8.440E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2013-11  8.00E+00    0.0  4.477E-02  5.310E-01  8.431E-02  1.022E-01\n Signal Region:  WWc-DF\n Txnames:  TChiWW\n Likelihoods: nll, nll_min, nll_SM =  3.872E+00,  3.833E+00,  3.967E+00\n--------------------------------------------------------------------------------\n     CMS-SUS-21-002  1.30E+01    0.0  2.071E+02  2.488E+03  8.326E-02  6.136E-02\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-06  1.30E+01    0.0  1.256E-02  1.590E-01  7.902E-02  8.775E-02\n Signal Region:  SR_low\n Txnames:  TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  5.486E+00,  5.415E+00,  5.584E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-10  1.30E+01    0.0  1.525E+01  1.976E+02  7.714E-02  N/A\n Signal Region:  (UL)\n Txnames:  T6WW\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2016-24  1.30E+01    0.0  7.639E-03  1.000E-01  7.639E-02  6.160E-02\n Signal Region:  WZ-0Jb\n Txnames:  TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  2.058E+00,  1.885E+00,  1.885E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2017-03  1.30E+01    0.0  6.657E-03  9.000E-02  7.396E-02  5.325E-02\n Signal Region:  SR2l_Int\n Txnames:  TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  2.345E+00,  2.219E+00,  2.219E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2016-24  1.30E+01    0.0  3.990E+01  5.848E+02  6.823E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2013-12  8.00E+00    0.0  1.717E-02  2.560E-01  6.709E-02  5.902E-02\n Signal Region:  SR0tau_a_Bin16\n Txnames:  TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  3.232E+00,  3.143E+00,  3.143E+00\n--------------------------------------------------------------------------------\nATLAS-SUSY-2018-05-ewk  1.30E+01    0.0  6.745E-03  1.070E-01  6.303E-02  7.307E-02\n Signal Region:  SRInt_1_cuts\n Txnames:  TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  4.684E+00,  4.683E+00,  4.703E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2013-12  8.00E+00    0.0  1.847E+01  3.306E+02  5.586E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n CMS-SUS-16-039-agg  1.30E+01    0.0  5.091E-02  9.549E-01  5.332E-02  5.463E-02\n Signal Region:  AR1\n Txnames:  TChiWZ\n Likelihoods: nll, nll_min, nll_SM =  7.543E+00,  7.542E+00,  7.543E+00\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-06  1.30E+01    0.0  3.990E+01  8.254E+02  4.834E-02  7.675E-02\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n     CMS-SUS-21-002  1.30E+01    0.0  1.446E+02  3.153E+03  4.586E-02  4.908E-02\n Signal Region:  (UL)\n Txnames:  TChiWW\n--------------------------------------------------------------------------------\n     CMS-SUS-13-006  8.00E+00    0.0  1.847E+01  4.656E+02  3.967E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n     CMS-SUS-20-001  1.30E+01    0.0  3.990E+01  1.142E+03  3.494E-02  4.601E-02\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-22  1.30E+01    0.0  1.525E+01  5.203E+02  2.930E-02  N/A\n Signal Region:  (UL)\n Txnames:  T6WW\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2018-05  1.30E+01    0.0  3.990E+01  1.404E+03  2.841E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n     CMS-SUS-16-034  1.30E+01    0.0  3.990E+01  1.572E+03  2.539E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2013-11  8.00E+00    0.0  1.847E+01  9.250E+02  1.997E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n     CMS-SUS-16-043  1.30E+01    0.0  2.071E+02  1.271E+04  1.629E-02  N/A\n Signal Region:  (UL)\n Txnames:  TChiWH\n--------------------------------------------------------------------------------\n     CMS-SUS-21-002  1.30E+01    0.0  3.990E+01  2.714E+03  1.470E-02  1.579E-02\n Signal Region:  (UL)\n Txnames:  TChiWZ\n--------------------------------------------------------------------------------\n ATLAS-SUSY-2017-03  1.30E+01    0.0  3.990E+01  4.178E+03  9.551E-03  N/A\n Signal Region:  (UL)\n Txnames:  TChiWZ\n\n \n================================================================================\nThe highest r value is = 3.08866 from ATLAS-SUSY-2018-10 (r_expected=3.08866)\nCMS analysis with highest available r_expected: CMS-SUS-13-012, r_expected=0.28267, r_obs=0.18463\nATLAS analysis with highest available r_expected: ATLAS-SUSY-2018-10, r_expected=3.08866, r_obs=3.08866\n\nTotal cross-section for missing topologies (fb):  3.888E+02\nTotal cross-section for missing topologies with displaced decays (fb):  0.000E+00\nTotal cross-section for missing topologies with prompt decays (fb):  3.888E+02\nTotal cross-section for topologies outside the grid (fb):  0.000E+00\n\n#Full information on unconstrained cross sections\n================================================================================\nmissing topologies with the highest cross sections (up to 10):\nSqrts (TeV)   Weight (fb)                  SMS description\n 13.0          9.648E+01    #                     PV > (W,jet,MET), (W,jet,jet,MET) \n 13.0          7.018E+01    #                       PV > (jet,MET), (W,jet,jet,MET) \n 13.0          4.897E+01    #                         PV > (W,jet,MET), (W,b,t,MET) \n 13.0          4.020E+01    #                 PV > (higgs,jet,MET), (W,jet,jet,MET) \n 13.0          3.562E+01    #                           PV > (jet,MET), (W,b,t,MET) \n 13.0          2.058E+01    #                 PV > (W,jet,MET), (higgs,jet,jet,MET) \n 13.0          2.040E+01    #                     PV > (higgs,jet,MET), (W,b,t,MET) \n 13.0          2.005E+01    #                       PV > (jet,jet,MET), (W,jet,MET) \n 13.0          1.304E+01    #                     PV > (W,jet,MET), (b,b,higgs,MET) \n 13.0          1.182E+01    #                           PV > (jet,MET), (W,jet,MET) \n================================================================================\nNo missing topologies with displaced decays found\n================================================================================\nmissing topologies with prompt decays with the highest cross sections (up to 10):\nSqrts (TeV)   Weight (fb)                  SMS description\n 13.0          9.648E+01    #                     PV > (W,jet,MET), (W,jet,jet,MET) \n 13.0          7.018E+01    #                       PV > (jet,MET), (W,jet,jet,MET) \n 13.0          4.897E+01    #                         PV > (W,jet,MET), (W,b,t,MET) \n 13.0          4.020E+01    #                 PV > (higgs,jet,MET), (W,jet,jet,MET) \n 13.0          3.562E+01    #                           PV > (jet,MET), (W,b,t,MET) \n 13.0          2.058E+01    #                 PV > (W,jet,MET), (higgs,jet,jet,MET) \n 13.0          2.040E+01    #                     PV > (higgs,jet,MET), (W,b,t,MET) \n 13.0          2.005E+01    #                       PV > (jet,jet,MET), (W,jet,MET) \n 13.0          1.304E+01    #                     PV > (W,jet,MET), (b,b,higgs,MET) \n 13.0          1.182E+01    #                           PV > (jet,MET), (W,jet,MET) \n================================================================================\nNo topologies outside the grid found\n================================================================================\n'}]

Download output

Display output:¶

In [9]:
!cat gluino_squarks.slha.smodels
Input status: 1
Decomposition output status: 1 #decomposition was successful
# Input File: inputFiles/slha/gluino_squarks.slha
# checkinput = True
# combinesrs = False
# computestatistics = True
# docompress = True
# doinvisible = True
# ignorepromptqnumbers = spin,eCharge,colordim
# maxcond = 0.2
# minmassgap = 5.
# model = share.models.mssm
# ncpus = 1
# promptwidth = 1e-11
# sigmacut = 10.0
# stablewidth = 1e-25
# testcoverage = True
# SModelS version: 3.0.0
# Database version: 3.0.0
================================================================================
#Analysis  Sqrts  Cond_Violation  Theory_Value(fb)  Exp_limit(fb)  r  r_expected

 ATLAS-SUSY-2018-10  1.30E+01    0.0  1.798E-01  5.820E-02  3.089E+00  3.089E+00
 Signal Region:  4j0blowx_3
 Txnames:  T6WW
 Likelihoods: nll, nll_min, nll_SM =  1.549E+01,  3.184E+00,  3.184E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2016-07  1.30E+01    0.0  2.185E+00  1.270E+00  1.720E+00  2.042E+00
 Signal Region:  5j_Meff_1600
 Txnames:  T6WW
 Likelihoods: nll, nll_min, nll_SM =  1.426E+01,  6.930E+00,  7.005E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2016-07  1.30E+01    0.0  3.579E+01  5.376E+01  6.658E-01  N/A
 Signal Region:  (UL)
 Txnames:  T6WW
--------------------------------------------------------------------------------
 ATLAS-SUSY-2013-20  8.00E+00    0.0  5.500E+00  1.157E+01  4.754E-01  N/A
 Signal Region:  (UL)
 Txnames:  T6WW
--------------------------------------------------------------------------------
 ATLAS-SUSY-2013-02  8.00E+00    0.0  5.500E+00  1.719E+01  3.200E-01  N/A
 Signal Region:  (UL)
 Txnames:  T6WW
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-32  1.30E+01    0.0  1.446E+02  5.550E+02  2.605E-01  N/A
 Signal Region:  (UL)
 Txnames:  TChiWW
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-32  1.30E+01    0.0  1.462E-02  5.890E-02  2.483E-01  1.581E-01
 Signal Region:  SRDF_0d_cuts
 Txnames:  TChiWW
 Likelihoods: nll, nll_min, nll_SM =  5.377E+00,  4.918E+00,  4.918E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-23  1.30E+01    0.0  2.071E+02  9.808E+02  2.112E-01  2.551E-01
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
 ATLAS-SUSY-2019-09  1.30E+01    0.0  3.990E+01  1.946E+02  2.050E-01  1.642E-01
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
 ATLAS-SUSY-2019-09  1.30E+01    0.0  1.354E-02  6.720E-02  2.015E-01  1.263E-01
 Signal Region:  SRWZ_5
 Txnames:  TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  7.453E+00,  7.047E+00,  7.047E+00
--------------------------------------------------------------------------------
     CMS-SUS-13-012  8.00E+00    0.0  2.640E-01  1.430E+00  1.846E-01  2.827E-01
 Signal Region:  3NJet6_1500HTinf_300MHTinf
 Txnames:  T6WW, TChiWW, TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  5.551E+00,  5.430E+00,  6.052E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2019-08  1.30E+01    0.0  9.065E-03  4.949E-02  1.832E-01  1.774E-01
 Signal Region:  SR_LM_High_MCT
 Txnames:  TChiWH
 Likelihoods: nll, nll_min, nll_SM =  3.349E+00,  3.233E+00,  3.233E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2019-08  1.30E+01    0.0  2.071E+02  1.148E+03  1.804E-01  N/A
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
     CMS-SUS-17-004  1.30E+01    0.0  2.071E+02  1.572E+03  1.317E-01  N/A
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
     CMS-SUS-18-007  1.30E+01    0.0  2.071E+02  1.627E+03  1.273E-01  N/A
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
     CMS-SUS-17-004  1.30E+01    0.0  3.990E+01  3.678E+02  1.085E-01  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
     CMS-SUS-16-039  1.30E+01    0.0  2.071E+02  2.115E+03  9.793E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
     CMS-SUS-21-002  1.30E+01    0.0  1.496E-02  1.572E-01  9.515E-02  7.734E-02
 Signal Region:  b_veto_SR0
 Txnames:  TChiWH, TChiWW, TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  6.463E+00,  6.377E+00,  6.377E+00
--------------------------------------------------------------------------------
     CMS-SUS-16-039  1.30E+01    0.0  3.990E+01  4.680E+02  8.526E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
     CMS-SUS-16-045  1.30E+01    0.0  2.071E+02  2.437E+03  8.498E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
     CMS-SUS-13-006  8.00E+00    0.0  9.588E+01  1.136E+03  8.440E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
 ATLAS-SUSY-2013-11  8.00E+00    0.0  4.477E-02  5.310E-01  8.431E-02  1.022E-01
 Signal Region:  WWc-DF
 Txnames:  TChiWW
 Likelihoods: nll, nll_min, nll_SM =  3.872E+00,  3.833E+00,  3.967E+00
--------------------------------------------------------------------------------
     CMS-SUS-21-002  1.30E+01    0.0  2.071E+02  2.488E+03  8.326E-02  6.136E-02
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-06  1.30E+01    0.0  1.256E-02  1.590E-01  7.902E-02  8.775E-02
 Signal Region:  SR_low
 Txnames:  TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  5.486E+00,  5.415E+00,  5.584E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-10  1.30E+01    0.0  1.525E+01  1.976E+02  7.714E-02  N/A
 Signal Region:  (UL)
 Txnames:  T6WW
--------------------------------------------------------------------------------
 ATLAS-SUSY-2016-24  1.30E+01    0.0  7.639E-03  1.000E-01  7.639E-02  6.160E-02
 Signal Region:  WZ-0Jb
 Txnames:  TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  2.058E+00,  1.885E+00,  1.885E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2017-03  1.30E+01    0.0  6.657E-03  9.000E-02  7.396E-02  5.325E-02
 Signal Region:  SR2l_Int
 Txnames:  TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  2.345E+00,  2.219E+00,  2.219E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2016-24  1.30E+01    0.0  3.990E+01  5.848E+02  6.823E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
 ATLAS-SUSY-2013-12  8.00E+00    0.0  1.717E-02  2.560E-01  6.709E-02  5.902E-02
 Signal Region:  SR0tau_a_Bin16
 Txnames:  TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  3.232E+00,  3.143E+00,  3.143E+00
--------------------------------------------------------------------------------
ATLAS-SUSY-2018-05-ewk  1.30E+01    0.0  6.745E-03  1.070E-01  6.303E-02  7.307E-02
 Signal Region:  SRInt_1_cuts
 Txnames:  TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  4.684E+00,  4.683E+00,  4.703E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2013-12  8.00E+00    0.0  1.847E+01  3.306E+02  5.586E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
 CMS-SUS-16-039-agg  1.30E+01    0.0  5.091E-02  9.549E-01  5.332E-02  5.463E-02
 Signal Region:  AR1
 Txnames:  TChiWZ
 Likelihoods: nll, nll_min, nll_SM =  7.543E+00,  7.542E+00,  7.543E+00
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-06  1.30E+01    0.0  3.990E+01  8.254E+02  4.834E-02  7.675E-02
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
     CMS-SUS-21-002  1.30E+01    0.0  1.446E+02  3.153E+03  4.586E-02  4.908E-02
 Signal Region:  (UL)
 Txnames:  TChiWW
--------------------------------------------------------------------------------
     CMS-SUS-13-006  8.00E+00    0.0  1.847E+01  4.656E+02  3.967E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
     CMS-SUS-20-001  1.30E+01    0.0  3.990E+01  1.142E+03  3.494E-02  4.601E-02
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-22  1.30E+01    0.0  1.525E+01  5.203E+02  2.930E-02  N/A
 Signal Region:  (UL)
 Txnames:  T6WW
--------------------------------------------------------------------------------
 ATLAS-SUSY-2018-05  1.30E+01    0.0  3.990E+01  1.404E+03  2.841E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
     CMS-SUS-16-034  1.30E+01    0.0  3.990E+01  1.572E+03  2.539E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
 ATLAS-SUSY-2013-11  8.00E+00    0.0  1.847E+01  9.250E+02  1.997E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
     CMS-SUS-16-043  1.30E+01    0.0  2.071E+02  1.271E+04  1.629E-02  N/A
 Signal Region:  (UL)
 Txnames:  TChiWH
--------------------------------------------------------------------------------
     CMS-SUS-21-002  1.30E+01    0.0  3.990E+01  2.714E+03  1.470E-02  1.579E-02
 Signal Region:  (UL)
 Txnames:  TChiWZ
--------------------------------------------------------------------------------
 ATLAS-SUSY-2017-03  1.30E+01    0.0  3.990E+01  4.178E+03  9.551E-03  N/A
 Signal Region:  (UL)
 Txnames:  TChiWZ

 
================================================================================
The highest r value is = 3.08866 from ATLAS-SUSY-2018-10 (r_expected=3.08866)
CMS analysis with highest available r_expected: CMS-SUS-13-012, r_expected=0.28267, r_obs=0.18463
ATLAS analysis with highest available r_expected: ATLAS-SUSY-2018-10, r_expected=3.08866, r_obs=3.08866

Total cross-section for missing topologies (fb):  3.888E+02
Total cross-section for missing topologies with displaced decays (fb):  0.000E+00
Total cross-section for missing topologies with prompt decays (fb):  3.888E+02
Total cross-section for topologies outside the grid (fb):  0.000E+00

#Full information on unconstrained cross sections
================================================================================
missing topologies with the highest cross sections (up to 10):
Sqrts (TeV)   Weight (fb)                  SMS description
 13.0          9.648E+01    #                     PV > (W,jet,MET), (W,jet,jet,MET) 
 13.0          7.018E+01    #                       PV > (jet,MET), (W,jet,jet,MET) 
 13.0          4.897E+01    #                         PV > (W,jet,MET), (W,b,t,MET) 
 13.0          4.020E+01    #                 PV > (higgs,jet,MET), (W,jet,jet,MET) 
 13.0          3.562E+01    #                           PV > (jet,MET), (W,b,t,MET) 
 13.0          2.058E+01    #                 PV > (W,jet,MET), (higgs,jet,jet,MET) 
 13.0          2.040E+01    #                     PV > (higgs,jet,MET), (W,b,t,MET) 
 13.0          2.005E+01    #                       PV > (jet,jet,MET), (W,jet,MET) 
 13.0          1.304E+01    #                     PV > (W,jet,MET), (b,b,higgs,MET) 
 13.0          1.182E+01    #                           PV > (jet,MET), (W,jet,MET) 
================================================================================
No missing topologies with displaced decays found
================================================================================
missing topologies with prompt decays with the highest cross sections (up to 10):
Sqrts (TeV)   Weight (fb)                  SMS description
 13.0          9.648E+01    #                     PV > (W,jet,MET), (W,jet,jet,MET) 
 13.0          7.018E+01    #                       PV > (jet,MET), (W,jet,jet,MET) 
 13.0          4.897E+01    #                         PV > (W,jet,MET), (W,b,t,MET) 
 13.0          4.020E+01    #                 PV > (higgs,jet,MET), (W,jet,jet,MET) 
 13.0          3.562E+01    #                           PV > (jet,MET), (W,b,t,MET) 
 13.0          2.058E+01    #                 PV > (W,jet,MET), (higgs,jet,jet,MET) 
 13.0          2.040E+01    #                     PV > (higgs,jet,MET), (W,b,t,MET) 
 13.0          2.005E+01    #                       PV > (jet,jet,MET), (W,jet,MET) 
 13.0          1.304E+01    #                     PV > (W,jet,MET), (b,b,higgs,MET) 
 13.0          1.182E+01    #                           PV > (jet,MET), (W,jet,MET) 
================================================================================
No topologies outside the grid found
================================================================================
In [10]:
!rm gluino_squarks.slha.smodels