diff --git a/analyses/pluginATLAS/ATLAS_2017_I1598613.cc b/analyses/pluginATLAS/ATLAS_2017_I1598613.cc --- a/analyses/pluginATLAS/ATLAS_2017_I1598613.cc +++ b/analyses/pluginATLAS/ATLAS_2017_I1598613.cc @@ -1,270 +1,269 @@ // -*- C++ -*- #include "Rivet/Analysis.hh" #include "Rivet/Projections/HeavyHadrons.hh" #include "Rivet/Projections/DressedLeptons.hh" #include "Rivet/Projections/FinalState.hh" #include "Rivet/Projections/PromptFinalState.hh" #include "Rivet/Projections/IdentifiedFinalState.hh" namespace Rivet { class ATLAS_2017_I1598613 : public Analysis { public: /// Constructor - ATLAS_2017_I1598613(string name="ATLAS_2017_I1598613") - : Analysis(name) - { - //default to the 3-muon mode: - _mode = 0; + ATLAS_2017_I1598613(const string name="ATLAS_2017_I1598613", size_t mode = 0, + const string ref_data="ATLAS_2017_I1598613") : Analysis(name) { + _mode = mode; //default to the 3-muon mode + setRefDataName(ref_data); } struct HistoHandler { Histo1DPtr histo; Scatter2DPtr scatter; unsigned int d, x, y; HistoHandler() {} void fill(double value, double weight) { histo->fill(value, weight); } }; /// Book histograms and initialise projections before the run void init() { // Get the particles needed for each running mode: if (_mode == 0) { // Get photons to dress leptons FinalState photons(Cuts::abspid == PID::PHOTON); FinalState muons(Cuts::abspid == PID::MUON); Cut eta_lep = Cuts::abseta < 2.5; DressedLeptons dressedmuons(photons, muons, 0.1, eta_lep && Cuts::pT >= 6*GeV, true); declare(dressedmuons, "dressedmuons"); } else { declare(HeavyHadrons(Cuts::absrap < 2.4 && Cuts::pT > 15.5*GeV), "BHadrons"); } //Book the histograms: _h["dPhi"] = bookHandler(1, 1, 1); _h["dy"] = bookHandler(1, 2, 1); _h["yboost"] = bookHandler(1, 3, 1); _h["dR"] = bookHandler(1, 4, 1); _h["lowpT_dR"] = bookHandler(1, 5, 1); _h["highpT_dR"] = bookHandler(1, 6, 1); _h["M"] = bookHandler(1, 7, 1); _h["pT"] = bookHandler(1, 8, 1); _h["MopT"] = bookHandler(1, 9, 1); _h["pToM"] = bookHandler(1, 10, 1); } HistoHandler bookHandler(unsigned int id_d, unsigned int id_x, unsigned int id_y) { HistoHandler dummy; dummy.histo = bookHisto1D(id_d, id_x, id_y); if (_mode) { dummy.scatter = bookScatter2D(id_d, id_x, id_y, true); dummy.d = id_d; dummy.x = id_x; dummy.y = id_y + 1; } return dummy; } /// Perform the per-event analysis void analyze(const Event& event) { const double weight = event.weight(); if (_mode == 1) { // make the 2-b-hadron-level plots const Particles& bHadrons = apply(event, "BHadrons").bHadrons(); if (bHadrons.size() > 1) { sortBy(bHadrons, cmpMomByPt); float dphiBB = deltaPhi(bHadrons[0], bHadrons[1]); float dRBB = deltaR(bHadrons[0], bHadrons[1], RAPIDITY); float dyBB = fabs(bHadrons[0].rapidity() - bHadrons[1].rapidity()); float yboostBB = 0.5*fabs(bHadrons[0].rapidity() + bHadrons[1].rapidity()); FourMomentum systemBB = bHadrons[0].momentum() + bHadrons[1].momentum(); // Due to the additional particles produced in the decay, // the 3 muons carry only a fraction of the momentum of the b-hadrons, // scale down mass and pT to match 3-muon-level more closely float MBB = systemBB.mass()/1.75; float pTBB = systemBB.pT()/1.75; _h["dPhi"].fill(dphiBB, weight); _h["dy"].fill(dyBB, weight); _h["yboost"].fill(yboostBB, weight); _h["dR"].fill(dRBB, weight); _h["M"].fill(MBB/GeV, weight); _h["pT"].fill(pTBB/GeV, weight); _h["MopT"].fill(MBB/pTBB, weight); _h["pToM"].fill(pTBB/MBB, weight); if (pTBB >= 20*GeV) _h["highpT_dR"].fill(dRBB, weight); else _h["lowpT_dR"].fill(dRBB, weight); } } if (_mode == 0) { // the 3-muon-level analysis // First, simply check that we have enough muons const vector muons = apply(event, "dressedmuons").dressedLeptons(); if (muons.size() < 3) vetoEvent; // Not sure if this is going to work, but .. vector Jpsi_muons, third_muons; for (DressedLepton mu : muons) { if (mu.constituentLepton().fromBottom() && mu.constituentLepton().hasAncestor(PID::JPSI)) { Jpsi_muons.push_back(mu); } else if (mu.constituentLepton().fromBottom()) { third_muons.push_back(mu); } } // Veto events without enough muons: if (Jpsi_muons.size() < 2) vetoEvent; // At this point, we must always have a Jpsi. So get its 4-vector: FourMomentum Jpsi = Jpsi_muons[0].momentum() + Jpsi_muons[1].momentum(); // If there is more than one J/psi, take the one closest to PDG mass, // and push all the other muons back to the 3rd muon list size_t mu1 = 0, mu2 = 1; if (Jpsi_muons.size() > 2) { for (size_t i = 0; i < Jpsi_muons.size(); ++i) { for (size_t j = i; j < Jpsi_muons.size(); ++j) { FourMomentum temp = Jpsi_muons[i].momentum() + Jpsi_muons[j].momentum(); if (fabs(temp.mass() - 3.096) < fabs(Jpsi.mass() - 3.096)) { Jpsi = temp; mu1 = i; mu2 = j; } } } for (size_t i = 0; i < Jpsi_muons.size(); ++i) { if (i == mu1 || i == mu2) continue; third_muons.push_back(Jpsi_muons[i]); } } // There *is* more than one Jpsi: if (Jpsi_muons[mu1].abseta() >= 2.3) vetoEvent; if (Jpsi_muons[mu2].abseta() >= 2.3) vetoEvent; // We should now have the full list of 3rd muons to consider. Make sure we have one: if (third_muons.empty()) vetoEvent; // Sort the third muons by pT and pick highest one std::sort(third_muons.begin(), third_muons.end(), [](const DressedLepton &l1, const DressedLepton &l2) { return (l1.pT() > l2.pT()); }); FourMomentum third_mu = third_muons[0].momentum(); // Finally, make the plots! float dphi = deltaPhi(Jpsi, third_mu); float dR = deltaR(Jpsi, third_mu, RAPIDITY); float dy = fabs(Jpsi.rapidity() - third_mu.rapidity()); float yboost = 0.5*fabs(Jpsi.rapidity() + third_mu.rapidity()); FourMomentum system = Jpsi + third_mu; float M = system.mass(); float pT = system.pT(); _h["dPhi"].fill(dphi, weight); _h["dy"].fill(dy, weight); _h["yboost"].fill(yboost, weight); _h["dR"].fill(dR, weight); if (pT >= 20*GeV) _h["highpT_dR"].fill(dR, weight); else _h["lowpT_dR"].fill(dR, weight); _h["M"].fill(M, weight); _h["pT"].fill(pT, weight); _h["MopT"].fill(M/pT, weight); _h["pToM"].fill(pT/M, weight); } //< end of muon analysis. } /// Normalise histograms etc., after the run void finalize() { for (map::iterator hit = _h.begin(); hit != _h.end(); ++hit) { normalize(hit->second.histo); if (_mode == 1) { applyTransferFnAndNorm(hit->second); removeAnalysisObject(hit->second.histo); } } } void applyTransferFnAndNorm(HistoHandler handler) { ///< @todo Pass as const reference? // Load transfer function from reference data file const YODA::Scatter2D& myTransferFn = refData(handler.d, handler.x, handler.y); double area = 0.0; for (size_t i = 0; i < handler.scatter->numPoints(); ++i) { const Point2D& f = myTransferFn.point(i); Point2D& p = handler.scatter->point(i); const HistoBin1D& b = handler.histo->bin(i); double newy; try { newy = b.height(); } catch (const Exception&) { // LowStatsError or WeightError newy = 0; } double newey; try { newey = b.heightErr(); } catch (const Exception&) { // LowStatsError or WeightError newey = 0; } // apply transfer function here newy *= f.y(); newey *= f.y(); double rp = safediv(newey, newy); double rf = safediv(f.yErrAvg(), f.y()); newey = newy * sqrt(rp*rp + rf*rf); // set new values p.setY(newy); p.setYErrMinus(newey); p.setYErrPlus(newey); area += newy * (p.xMax() - p.xMin()); } if (area > 0.) { // normalise to unity for (size_t i = 0; i < handler.scatter->numPoints(); ++i) handler.scatter->point(i).scaleY(1.0 / area); } } protected: /// Analysis-mode switch int _mode; /// Histograms map _h; }; /// Specialised subclass for the BB analysis struct ATLAS_2017_I1598613_BB : public ATLAS_2017_I1598613 { - ATLAS_2017_I1598613_BB() : ATLAS_2017_I1598613("ATLAS_2017_I1598613_BB") { _mode = 1; } + ATLAS_2017_I1598613_BB() : ATLAS_2017_I1598613("ATLAS_2017_I1598613_BB", 1) { } }; // Hooks for the plugin system DECLARE_RIVET_PLUGIN(ATLAS_2017_I1598613); DECLARE_RIVET_PLUGIN(ATLAS_2017_I1598613_BB); } diff --git a/analyses/pluginATLAS/ATLAS_2017_I1598613_BB.yoda b/analyses/pluginATLAS/ATLAS_2017_I1598613_BB.yoda deleted file mode 100644 --- a/analyses/pluginATLAS/ATLAS_2017_I1598613_BB.yoda +++ /dev/null @@ -1,317 +0,0 @@ -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x01-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x01-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.000000e-02 5.000000e-02 5.000000e-02 3.265770e-01 2.995590e-02 2.995590e-02 -1.750000e-01 7.500000e-02 7.500000e-02 3.387910e-01 2.481380e-02 2.481380e-02 -3.750000e-01 1.250000e-01 1.250000e-01 2.248610e-01 6.878640e-03 6.878640e-03 -7.500000e-01 2.500000e-01 2.500000e-01 1.379830e-01 2.983550e-03 2.983550e-03 -1.500000e+00 5.000000e-01 5.000000e-01 1.175650e-01 2.186610e-03 2.186610e-03 -2.150000e+00 1.500000e-01 1.500000e-01 2.025380e-01 4.525960e-03 4.525960e-03 -2.450000e+00 1.500000e-01 1.500000e-01 3.559600e-01 5.717410e-03 5.717410e-03 -2.750000e+00 1.500000e-01 1.500000e-01 6.898380e-01 9.369670e-03 9.369670e-03 -3.020796e+00 1.207965e-01 1.207965e-01 1.238660e+00 1.755500e-02 1.755500e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x01-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x01-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.000000e-02 5.000000e-02 5.000000e-02 1.154747e+00 9.584951e-02 9.584951e-02 -1.750000e-01 7.500000e-02 7.500000e-02 1.116624e+00 6.262082e-02 6.262082e-02 -3.750000e-01 1.250000e-01 1.250000e-01 1.113837e+00 5.764735e-02 5.764735e-02 -7.500000e-01 2.500000e-01 2.500000e-01 1.124655e+00 4.018927e-02 4.018927e-02 -1.500000e+00 5.000000e-01 5.000000e-01 1.133478e+00 2.118814e-02 2.118814e-02 -2.150000e+00 1.500000e-01 1.500000e-01 1.089293e+00 1.097220e-02 1.097220e-02 -2.450000e+00 1.500000e-01 1.500000e-01 1.048272e+00 2.331978e-02 2.331978e-02 -2.750000e+00 1.500001e-01 1.500001e-01 9.968277e-01 3.296778e-02 3.296778e-02 -3.020796e+00 1.207963e-01 1.207963e-01 8.981063e-01 1.500145e-02 1.500145e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x02-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x02-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -7.500000e-02 7.500000e-02 7.500000e-02 6.957150e-01 3.604540e-02 3.604540e-02 -2.000000e-01 5.000000e-02 5.000000e-02 6.686600e-01 2.044030e-02 2.044030e-02 -3.250000e-01 7.500000e-02 7.500000e-02 5.965370e-01 1.271210e-02 1.271210e-02 -5.500000e-01 1.500000e-01 1.500000e-01 5.021500e-01 9.192010e-03 9.192010e-03 -9.500000e-01 2.500000e-01 2.500000e-01 4.228710e-01 8.452280e-03 8.452280e-03 -1.550000e+00 3.500000e-01 3.500000e-01 2.981640e-01 5.458280e-03 5.458280e-03 -2.300000e+00 4.000000e-01 4.000000e-01 1.530760e-01 3.597860e-03 3.597860e-03 -3.750000e+00 1.050000e+00 1.050000e+00 2.192370e-02 2.182990e-03 2.182990e-03 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x02-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x02-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -7.500000e-02 7.500000e-02 7.500000e-02 1.003973e+00 1.956502e-02 1.956502e-02 -2.000000e-01 5.000000e-02 5.000000e-02 1.009799e+00 1.169345e-02 1.169345e-02 -3.250000e-01 7.500000e-02 7.500000e-02 1.007929e+00 1.334220e-02 1.334220e-02 -5.500000e-01 1.500000e-01 1.500000e-01 1.000462e+00 1.196852e-02 1.196852e-02 -9.500000e-01 2.500000e-01 2.500000e-01 9.822436e-01 1.290059e-02 1.290059e-02 -1.550000e+00 3.500000e-01 3.500000e-01 9.698168e-01 1.484370e-02 1.484370e-02 -2.300000e+00 4.000000e-01 4.000000e-01 1.012172e+00 4.193589e-02 4.193589e-02 -3.750000e+00 1.050000e+00 1.050000e+00 1.123104e+00 9.286791e-02 9.286791e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x03-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x03-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.000000e-02 5.000000e-02 5.000000e-02 6.678090e-01 1.928140e-02 1.928140e-02 -1.500000e-01 5.000000e-02 5.000000e-02 6.659830e-01 2.072480e-02 2.072480e-02 -3.000000e-01 1.000000e-01 1.000000e-01 6.656690e-01 1.397880e-02 1.397880e-02 -5.500000e-01 1.500000e-01 1.500000e-01 6.308380e-01 1.099150e-02 1.099150e-02 -9.500000e-01 2.500000e-01 2.500000e-01 5.431160e-01 6.386880e-03 6.386880e-03 -1.450000e+00 2.500000e-01 2.500000e-01 3.728590e-01 1.108240e-02 1.108240e-02 -2.100000e+00 4.000000e-01 4.000000e-01 1.078100e-01 4.368310e-03 4.368310e-03 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x03-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x03-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.000000e-02 5.000000e-02 5.000000e-02 9.904615e-01 2.002510e-02 2.002510e-02 -1.500000e-01 5.000000e-02 5.000000e-02 1.000070e+00 9.102732e-03 9.102732e-03 -3.000000e-01 1.000000e-01 1.000000e-01 9.982841e-01 1.204774e-02 1.204774e-02 -5.500000e-01 1.500000e-01 1.500000e-01 9.950199e-01 7.074088e-03 7.074088e-03 -9.500000e-01 2.500000e-01 2.500000e-01 9.874642e-01 1.244822e-02 1.244822e-02 -1.450000e+00 2.500000e-01 2.500000e-01 1.001314e+00 8.890897e-03 8.890897e-03 -2.100000e+00 4.000000e-01 4.000000e-01 1.098104e+00 1.464921e-02 1.464921e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x04-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x04-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -1.000000e-01 1.000000e-01 1.000000e-01 1.057600e-01 1.562040e-02 1.562040e-02 -3.000000e-01 1.000000e-01 1.000000e-01 2.239940e-01 3.917050e-02 3.917050e-02 -6.000000e-01 2.000000e-01 2.000000e-01 1.636970e-01 1.551850e-02 1.551850e-02 -1.050000e+00 2.500000e-01 2.500000e-01 1.161230e-01 4.299210e-03 4.299210e-03 -1.750000e+00 4.500000e-01 4.500000e-01 1.168370e-01 2.450170e-03 2.450170e-03 -2.450000e+00 2.500000e-01 2.500000e-01 2.409240e-01 6.295110e-03 6.295110e-03 -2.900000e+00 2.000000e-01 2.000000e-01 6.141330e-01 1.328120e-02 1.328120e-02 -3.450000e+00 3.500000e-01 3.500000e-01 4.082390e-01 7.840190e-03 7.840190e-03 -4.800000e+00 1.000000e+00 1.000000e+00 2.673648e-02 1.226970e-03 1.226970e-03 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x04-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x04-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -1.000000e-01 1.000000e-01 1.000000e-01 1.075889e+00 1.361711e-01 1.361711e-01 -3.000000e-01 1.000000e-01 1.000000e-01 1.098919e+00 5.464435e-02 5.464435e-02 -6.000000e-01 2.000000e-01 2.000000e-01 1.074910e+00 2.701169e-02 2.701169e-02 -1.050000e+00 2.500000e-01 2.500000e-01 1.090983e+00 2.635753e-02 2.635753e-02 -1.750000e+00 4.500000e-01 4.500000e-01 1.097872e+00 2.668601e-02 2.668601e-02 -2.450000e+00 2.500000e-01 2.500000e-01 1.051330e+00 1.003546e-02 1.003546e-02 -2.900000e+00 1.999999e-01 1.999999e-01 9.664505e-01 1.566696e-02 1.566696e-02 -3.450000e+00 3.500000e-01 3.500000e-01 9.154552e-01 8.603156e-03 8.603156e-03 -4.800000e+00 1.000000e+00 1.000000e+00 9.939227e-01 3.901976e-02 3.901976e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x05-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x05-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -7.500000e-01 7.500000e-01 7.500000e-01 1.017040e-02 4.065680e-03 4.065680e-03 -1.850000e+00 3.500000e-01 3.500000e-01 6.788500e-02 2.475330e-03 2.475330e-03 -2.850000e+00 6.500000e-01 6.500000e-01 5.903690e-01 6.308550e-03 6.308550e-03 -4.650000e+00 1.150000e+00 1.150000e+00 7.380237e-02 1.781260e-03 1.781260e-03 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x05-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x05-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -7.500000e-01 7.500000e-01 7.500000e-01 0.000000e+00 0.000000e+00 0.000000e+00 -1.850000e+00 3.500000e-01 3.500000e-01 5.151592e+00 5.010726e-01 5.010726e-01 -2.850000e+00 6.500000e-01 6.500000e-01 8.901786e-01 3.312945e-03 3.312945e-03 -4.650000e+00 1.150000e+00 1.150000e+00 8.495069e-01 2.506125e-02 2.506125e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x06-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x06-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -2.000000e-01 2.000000e-01 2.000000e-01 3.921470e-01 3.293680e-02 3.293680e-02 -8.000000e-01 4.000000e-01 4.000000e-01 3.201460e-01 1.057080e-02 1.057080e-02 -1.700000e+00 5.000000e-01 5.000000e-01 2.015640e-01 5.519580e-03 5.519580e-03 -2.850000e+00 6.500000e-01 6.500000e-01 2.563450e-01 6.260290e-03 6.260290e-03 -4.650000e+00 1.150000e+00 1.150000e+00 2.270039e-02 1.609440e-03 1.609440e-03 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x06-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x06-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -2.000000e-01 2.000000e-01 2.000000e-01 1.076703e+00 4.998392e-02 4.998392e-02 -8.000000e-01 4.000000e-01 4.000000e-01 1.037324e+00 3.966489e-02 3.966489e-02 -1.700000e+00 5.000000e-01 5.000000e-01 7.443476e-01 1.403525e-02 1.403525e-02 -2.850000e+00 6.500000e-01 6.500000e-01 1.146863e+00 1.273924e-02 1.273924e-02 -4.650000e+00 1.150000e+00 1.150000e+00 1.714904e+00 8.234292e-02 8.234292e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x07-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x07-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.500000e+00 2.500000e+00 2.500000e+00 1.696330e-02 1.392350e-03 1.392350e-03 -1.150000e+01 3.500000e+00 3.500000e+00 1.138550e-02 2.562820e-04 2.562820e-04 -1.850000e+01 3.500000e+00 3.500000e+00 1.503920e-02 3.252570e-04 3.252570e-04 -2.350000e+01 1.500000e+00 1.500000e+00 2.924520e-02 5.787110e-04 5.787110e-04 -3.000000e+01 5.000000e+00 5.000000e+00 2.755390e-02 4.116220e-04 4.116220e-04 -4.250000e+01 7.500000e+00 7.500000e+00 1.433810e-02 2.019510e-04 2.019510e-04 -6.250000e+01 1.250000e+01 1.250000e+01 4.418890e-03 1.204920e-04 1.204920e-04 -1.375000e+02 6.250000e+01 6.250000e+01 3.311450e-04 2.220800e-05 2.220800e-05 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x07-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x07-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.500000e+00 2.500000e+00 2.500000e+00 1.634320e+00 1.203861e-01 1.203861e-01 -1.150000e+01 3.500000e+00 3.500000e+00 9.677715e-01 2.710417e-02 2.710417e-02 -1.850000e+01 3.500000e+00 3.500000e+00 9.175217e-01 1.293218e-02 1.293218e-02 -2.350000e+01 1.500000e+00 1.500000e+00 8.037187e-01 8.624554e-03 8.624554e-03 -3.000000e+01 5.000000e+00 5.000000e+00 9.976053e-01 1.124784e-02 1.124784e-02 -4.250000e+01 7.500000e+00 7.500000e+00 1.362548e+00 1.627326e-02 1.627326e-02 -6.250000e+01 1.250000e+01 1.250000e+01 1.789824e+00 3.539288e-02 3.539288e-02 -1.375000e+02 6.250000e+01 6.250000e+01 2.478702e+00 1.881456e-01 1.881456e-01 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x08-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x08-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.000000e+00 5.000000e+00 5.000000e+00 2.338830e-02 4.376000e-04 4.376000e-04 -1.250000e+01 2.500000e+00 2.500000e+00 4.068310e-02 5.483900e-04 5.483900e-04 -1.750000e+01 2.500000e+00 2.500000e+00 3.033440e-02 4.100330e-04 4.100330e-04 -2.250000e+01 2.500000e+00 2.500000e+00 2.741370e-02 4.818450e-04 4.818450e-04 -3.250000e+01 7.500000e+00 7.500000e+00 1.367220e-02 2.719530e-04 2.719530e-04 -5.000000e+01 1.000000e+01 1.000000e+01 2.767280e-03 1.156430e-04 1.156430e-04 -1.050000e+02 4.500000e+01 4.500000e+01 1.503450e-04 2.069700e-05 2.069700e-05 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x08-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x08-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -5.000000e+00 5.000000e+00 5.000000e+00 3.939933e-01 2.571535e-02 2.571535e-02 -1.250000e+01 2.500000e+00 2.500000e+00 1.529950e+00 8.960360e-02 8.960360e-02 -1.750000e+01 2.500000e+00 2.500000e+00 1.484619e+00 2.164984e-02 2.164984e-02 -2.250000e+01 2.500000e+00 2.500000e+00 1.377376e+00 9.374326e-02 9.374326e-02 -3.250000e+01 7.500000e+00 7.500000e+00 2.007089e+00 8.947510e-02 8.947510e-02 -5.000000e+01 1.000000e+01 1.000000e+01 3.242140e+00 2.175093e-01 2.175093e-01 -1.050000e+02 4.500000e+01 4.500000e+01 5.194554e+00 6.054475e-01 6.054475e-01 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x09-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x09-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -2.500000e-01 2.500000e-01 2.500000e-01 3.120000e-01 1.481580e-02 1.481580e-02 -7.500000e-01 2.500000e-01 2.500000e-01 1.966780e-01 4.144320e-03 4.144320e-03 -1.500000e+00 5.000000e-01 5.000000e-01 2.440140e-01 3.382190e-03 3.382190e-03 -3.000000e+00 1.000000e+00 1.000000e+00 1.595820e-01 1.878030e-03 1.878030e-03 -9.500000e+00 5.500000e+00 5.500000e+00 1.529700e-02 3.827430e-04 3.827430e-04 -8.250000e+01 6.750000e+01 6.750000e+01 1.053030e-04 1.481490e-05 1.481490e-05 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x09-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x09-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -2.500000e-01 2.500000e-01 2.500000e-01 8.566734e-01 2.705255e-02 2.705255e-02 -7.500000e-01 2.500000e-01 2.500000e-01 9.022391e-01 4.421794e-02 4.421794e-02 -1.500000e+00 5.000000e-01 5.000000e-01 1.586390e+00 5.113000e-02 5.113000e-02 -3.000000e+00 1.000000e+00 1.000000e+00 1.030200e+00 9.773126e-02 9.773126e-02 -9.500000e+00 5.500000e+00 5.500000e+00 2.929277e-01 3.193858e-02 3.193858e-02 -8.250000e+01 6.750000e+01 6.750000e+01 1.027961e-01 1.224499e-02 1.224499e-02 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x10-y01 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x10-y01 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -1.250000e-01 1.250000e-01 1.250000e-01 7.373570e-01 1.611240e-02 1.611240e-02 -3.750000e-01 1.250000e-01 1.250000e-01 1.274290e+00 1.588660e-02 1.588660e-02 -1.000000e+00 5.000000e-01 5.000000e-01 3.057620e-01 4.529250e-03 4.529250e-03 -2.500000e+00 1.000000e+00 1.000000e+00 4.817120e-02 1.365880e-03 1.365880e-03 -4.500000e+00 1.000000e+00 1.000000e+00 2.753200e-02 1.659150e-03 1.659150e-03 -1.775000e+01 1.225000e+01 1.225000e+01 1.629400e-03 1.773560e-04 1.773560e-04 -END YODA_SCATTER2D_V2 - -BEGIN YODA_SCATTER2D_V2 /REF/ATLAS_2017_I1598613_BB/d01-x10-y02 -IsRef: 1 -Path: /REF/ATLAS_2017_I1598613_BB/d01-x10-y02 -Title: ~ -Type: Scatter2D ---- -# xval xerr- xerr+ yval yerr- yerr+ -1.250000e-01 1.250000e-01 1.250000e-01 4.709684e-01 2.134030e-02 2.134030e-02 -3.750000e-01 1.250000e-01 1.250000e-01 1.926251e+00 7.873309e-02 7.873309e-02 -1.000000e+00 5.000000e-01 5.000000e-01 2.742798e+00 1.548448e-01 1.548448e-01 -2.500000e+00 1.000000e+00 1.000000e+00 1.122268e+00 1.204122e-01 1.204122e-01 -4.500000e+00 1.000000e+00 1.000000e+00 1.940886e+00 1.097775e-01 1.097775e-01 -1.775000e+01 1.225000e+01 1.225000e+01 8.835129e+00 1.642575e-01 1.642575e-01 -END YODA_SCATTER2D_V2