SIDIS CLASNOTE 2013

sample TeX file for CLAS note

http://www.jlab.org/Hall-B/secure/eg1/EG2000/nevzat/Analysis_Note_Thesis/Analysis_Note/LongDpaper_20130105/AnalysisNote/

Abstract

Semi-inclusive deep inelastic scattering (SIDIS) experiments may be used to identify the flavor of the quark that participates in the scattering process. Semi-inclusive scattering is defined as an electron scattering experiment in which the scattered electron and one hadron are detected in the final state. Experiments at Jefferson Lab have used longitudinally polarized electrons to probe longitudinally polarized hydrogen [math] \left ( {15 \atop\; }NH_{3} \right )[/math] and deuterium [math] \left ( {15 \atop\; }ND_{3} \right )[/math] targets and investigate the quark’s contribution to nucleon properties. This work reports on a measurement of SIDIS pion asymmetries using the CEBAF Large Acceptance Spectrometer (CLAS) at Thomas Jefferson National Accelerator Facility. The incident electron’s energy was 4.2 GeV and covered a kinematic region where the struck quark carries at least 30% of the nucleons total momentum ([math]x_B \le 0.3[/math]). The electrons scatter mostly from valence quarks in this kinematic region allowing measurements which are less sensitive to the ocean of quark-antiquark pairs that are also inside a nucleon.

Data Analysis

Semi-inclusive deep inelastic scattering (SIDIS) experiments using longitudinally polarized hydrogen [math] \left ( {15 \atop\; }NH_{3} \right )[/math] and deuterium [math] \left ( {15 \atop\; }ND_{3} \right )[/math] targets and a longitudinally polarized electron beam can be used to measure the fractional polarization of down quarks in the nucleon [math]\left (\frac{\Delta d}{d} \right )[/math] . Semi-inclusive scattering identifies an electron scattering experiment in which the scattered electron and one hadron are detected in the final state. This chapter describes the techniques used to analyze the data collected during the EG1b experiment and calculate semi-inclusive cross sections for the following reactions:

[math]\vec{e}\vec{N} \rightarrow e^-\pi^+X[/math]

and

[math]\vec{e}\vec{N} \rightarrow e^-\pi^-X[/math]

using NH3 and ND3 polarized targets respectively. The goal of this work is to measure charged pion asymmetries defined according to the incident electron helicity and the target polarization. This work focuses on a kinematic region where the struck quark carries at least 30% of the nucleons total momentum [math]\left ( x_b \gt 0.3 \right )[/math]. The leptons scatter mostly from valence quarks in this kinematic region allowing contributions from sea quarks to be neglected. The above measurements are able to distinguish between the predictions made by the hyperfine perturbed quark constituent model (pQCM) and perturbative Quantum Chromodynamics (pQCD). As a result, the following study can be used to test the validity of the above models describing the structure of the nucleon.

The CLAS Data Selection

The data files from the EG1b experiment chosen for this analysis are listed in Table 1.1. The experiment probed polarized NH3 and ND3 targets using longitudinally polarized electrons accelerated to three difference energies; 2.2 GeV, 4.2 GeV and 5.7 GeV. This work analyzed the data collected using a 4.2 GeV electron as this energy provided the most statistics. The restrictions applied to the reconstructed events are described in the sections below.

Run Set	Target Type	Torus Current(A)	Target Polarization	HWP
28100 - 28102	ND3	+2250	-0.18	+1
28106 - 28115	ND3	+2250	-0.18	-1
28145 - 28158	ND3	+2250	-0.20	+1
28166 - 28190	ND3	+2250	+0.30	+1
28205 - 28217	NH3	+2250	+0.75	+1
28222 - 28236	NH3	+2250	-0.68	+1
28242 - 28256	NH3	+2250	-0.70	-1
28260 - 28275	NH3	+2250	+0.69	-1
28287 - 28302	ND3	-2250	+0.28	+1
28306 - 28322	ND3	-2250	-0.12	+1
28375 - 28399	ND3	-2250	+0.25	-1
28407 - 28417	NH3	-2250	+0.73	-1
28456 - 28479	NH3	-2250	-0.69	+1

Table 1.1. EG1b Runs analyzed for this work.

Particle Identification

Additional tests were performed on the electron and a pion candidates reconstructed by the standard CLAS software package RECSIS. Electrons are identified by matching the charged particle hits in the Cherenkov counter (CC), electromagnetic calorimeter (EC), and the time of flight system (ToF). The geometrical and timing constraints described in reference [3] were applied to improve electron identification. Additional constraints are applied on the energy deposited by the particle into the calorimeter and the number of photoelectrons produced in the Cherenkov counter. Charged pions are identified by matching the hits in the drift chamber (DC) and ToF counter along with a requirement that the number of photons observed in the CC be less than two for the pions.

Electron Identification

[math]\frac{d^2 N}{dEdx}=\frac{\alpha z^2}{\hbar c}sin ^2 \theta_c=\frac{\alpha z^2}{\hbar c}[1-\frac{1}{\beta^2 n^2 (E)}][/math]

[math]\frac{d^2 N}{d\lambda dx} = \frac{2 \pi \alpha z^2}{\lambda^2}[1-\frac{1}{\beta^2 n^2 (\lambda)}][/math]

[math]\beta=\frac{v}{c}=\frac{pc}{\sqrt{(pc)^2 + (mc^2)^2}}.[/math]

Taylor expanding Eq. 3.6 and keeping only the first two terms we get following

[math]\frac{d^2 N}{dEdx}=\frac{\alpha z^2}{\hbar c}sin ^2 \theta_c=\frac{\alpha z^2}{\hbar c}[\beta^2 n^2 (E) - 1][/math]

The CLAS trigger system required a particle to deposit energy in the electromagnetic calorimeter and illuminate the Cherenkov counter within a 150 ns time window (Figure 1.1). Unfortunately, this trigger suffers from a back- ground of high energy negative pions that may be misidentified as electrons. The pion contamination of the electron sample is reduced using cuts on the energy deposited in the electromagnetic calorimeter and the momentum measured by reconstructing the particles track in the known magnetic field. The total energy deposited by electron in the EC is proportional to their kinetic energy, whereas the energy deposited by pions is relatively independent of their momentum since the pions entering the EC are minimum ionizing particles(Figure 1.2). Geometrical and time matching cuts between the Cherenkov counter hit and the measured track in the drift chamber were developed to suppress the pion background further.

Figure 1.1 The event viewer's display of an electron passing through the drift chambers and creating the signal in the cherenkov counter and the electromagnetic calorimeter. The electron track is highlighted by the blue line (Run number 27095, Torus Current +2250 (inbending)).

EC CUTS

The CLAS electromagnetic calorimeter was used to reduce the misidentification of negatively charged pions as electron candidates. The electromagnetic calorimeter contains thirteen layers of lead-scintillator sandwiches composed of 2 mm thick lead and 10 mm thick scintillator sections. Each set of thirteen layers is subdivided into five inner and eight outer layers that are named the inner and outer calorimeter respectively. Electrons interacting with the calorimeter produce electromagnetic showers that release energy into the calorimeter. The deposited energy is proportional to the momentum of the electrons. Figure 1.3 shows the correlation of the inner and outer calorimeter electron candidate’s energy measured by the calorimeter and divided by the particles momentum reconstructed by the drift chamber. As shown in Figure 1.3, there is an island near E/p = 0.2, which contains most of the electron candidates as well as some regions below 0.2 which will be argued to be negative pions misidentified as electrons.

Pions entering the calorimeter are typically minimum ionizing particles, loosing little of their incident energy in the calorimeter at a rate of 2 [math]MeV cm^2/g[/math]. Electrons, on the other hand, deposit a larger fraction of their momentum into the calorimeter. As a result, the energy deposited into the electromagnetic calorimeter is different for electrons and pions. Pions loose about 0.08 GeV of energy traversing the calorimeter independent their momentum thereby producing a constant signal in the calorimeter around 0.08 GeV. In order to reduce misidentified pions from the electron sample, the following cut

Figure 1.2 Reconstructed electron momentum versus the electron energy deposited in the calorimeter (ECtotal).

ECinner > 0.08 × p, (1.1) where p represents a particle’s momentum and ECinner the energy deposited into the inner part of the calorimeter. Since the energy loss of pions is related to the calorimeter thickness, a correlation can be established between the energy deposited into the inner and outer layers of the calorimeter: ECtot = 13, (1.2) ECinner 5 and results in the following cut for the energy deposition into the outer layer of the calorimeter: ECtot > 0.2 × p. (1.3)

Cherenkov Counter Cut

The Cherenkov counter has been used to further reduce the negatively charged pion background in the reconstructed electron sample. When the velocity of a charged particle is greater than the local phase velocity of light or when it enters a medium with different optical properties, the charged particle can emit photons. Cherenkov light is emitted at the critical angle[math] \theta_c[/math] representing the angle of Cherenkov radiation relative to the particle’s direction. It can be

has been applied: 

(a) Before cuts.

(b) After cuts.

Fig. 1.3: ECinner/p versus ECtot/p before and after EC cuts (ECtot > 0.2p and ECinner > 0.08p). After applying EC cuts about 46% of the events have been removed from the electron sample. shown that the cosine of the Cherenkov radiation angle is inversely proportional to the velocity of the charged particle cosθc = 1 , (1.4) nβ

where βc is the particle’s velocity and n the index of refraction of the medium. The charged particle in time t travels a distance βct, while the electromagnetic waves travel c t. For a medium with given index of refraction n, there is a n threshold velocity βthr = 1 , below which no radiation is emitted. This process n may be used to distinguish between the highly relativistic electrons and the less relativistic pions based on the number of photons produced in the Cherenkov detector. The number of photons produced per unit path length of a particle with charge Ze and per unit energy interval of the photons is proportional to the sine of the Cherenkov angle [2]

} } (1.5) (1.6) } Taylor expanding Eq. 1.6 and keeping only the first two terms we get following }, (1.9) where θp represents the measured polar angle with respect to a projectile plane for each electron event and σp the width of the polar angle θp. The Cherenkov counter’s projective plane is an imaginary plane behind the Cherenkov detector where Cherenkov radiation would have arrived if it had moved the same distance from the emission point to the PMT, without reflections in the mirror system. θpcenter is the polar angle from the CLAS detector center to the image of Cherenkov counter segment center and θpoffset is the shift in the segment center position. In addition to geometrical cuts, timing cuts have been applied to match the time between a Cherenkov counter hit and the time of flight system. The pion contamination in an electron sample was estimated by fitting the photoelectron distribution using two Gaussian distributions convoluted with a Landau distribution [4]: −0.5“ x−p1 ”2 1 −0.5“ x−p7 ”2 Npe =p0e p2 +p4 􏰙x−p5􏰚+p6e p8 . (1.10) 1− p6 The fits in Figure 1.7.(a) suggest that the pion contamination in the electron sample is 9.63% ± 0.01% before applying the OSI cuts and after the OSI cuts the contamination is about 4.029% ± 0.003% (Figure 1.7.(b)). (a) Before Cuts. (b) After OSI Cuts. Fig. 1.7: The number of photoelectrons before and after geometrical and time matching cuts. Pion Identification Charged pions are identified using a coincidence hit in the drift chamber and Time-of-Flight (ToF) counter. Pions are separated from the other charged particles by looking at the particle momentum versus the β distribution. The particle velocity, β = v , is calculated from the difference of the RF time and the c time-of-flight measurement in the ToF system with the path length from the vertex to the ToF counters. The mass of the charged particle can be identified by combining the particle’s β with the particle momentum obtained from the track measured by the drift chamber in the known magnetic field. The particle mass in a magnetic field is given as mβ p = 􏰦􏰦1 − β2 m=p (β2−1) β = Lpath, tflight (1.11) (1.12) (1.13) where m is the mass of the charged particle, β its velocity, p particle momentum, Lpath the path length from the vertex to scintillators and tflight the time of flight from the interaction vertex to the ToF system. Using the above information (particle momentum from the drift cham- bers and the timing information from the ToF system), the mass squared of the charged particle was calculated and is shown on Figure 1.9. The pion mass band is distributed around zero. To isolate charged pions from the rest of the particles, a 3σ cut on the momentum versus β distribution has been applied [5]. In addition to the charged particle velocity (β), the fiducial volume cuts have been applied for the charged pion identification. Since the drift chambers and scintillators are used for pion detection, the polar angle range where pions are detected is much larger than for electrons. For the EG1b experiment, pi- ons were detected from 8◦ to 180◦ [5]. The pion identification code has been Fig. 1.8: The charged particle momentum versus β distribution. The pion and proton bands are clearly separated. developed by Joshua Pierce [6]. Event Reconstruction Efficiency The goal of this work is to measure the semi-inclusive asymmetry when an electron and a pion are detected in the final state. For this analysis, pions of opposite charge will be observed using the same scintillator paddles by flipping Fig. 1.9: The charged particle momentum versus mass squared distribution for the ⃗ep → ⃗e′π+n electroproduction process. The bands around zero and one represent pions and protons respectively [5]. the CLAS torus magnetic field direction. Although pions will be detected by the same detector elements, electrons will intersect different detector elements. As a result, the electron reconstruction efficiency was evaluated in terms of the electron rate observed in two different scintillator paddles detecting the same electron kinematics. Inclusive Electron Event Reconstruction Efficiency The electron reconstruction efficiency for individual scintillator detec- tors using the 4.2 GeV EG1b data set is investigated below. Only the electron is detected in the final state (inclusive case). The pion contamination in the electron sample was removed by applying the cuts described above. The elec- tron paddle numbers 10 (B<0) and 5 (B>0) were chosen respectively, because they contained the most electron events in a first pass semi-inclusive pion anal- ysis of the data set. The electron kinematics (momentum, scattering angle and invariant mass) for these scintillators is shown on Figure 1.10. Ratios of the inclusive electron rate, normalized using the gated Faraday cup and detected in scintillator paddles # 5 and # 10, were measured. The two ratios are constructed to quantify the CLAS detector’s ability to reconstruct electrons in scintillator paddle #5 using a positive Torus polarity and scintillator #10 using the negative Torus polarity. ND3, B > 0, Paddle Numbere− = 5 = 1.57 ± 0.16 (1.14) ND3, B < 0, Paddle Numbere− = 10 NH3, B > 0, Paddle Numbere− = 5 = 1.76 ± 0.17. (1.15) NH3, B < 0, Paddle Numbere− = 10 Notice the above ratios are statistically the same. The semi-inclusive analysis to be performed in this work will be taking ratios using an ND3 and NH3 target. Below is the observed ratio comparing the inclusive electrons observed in scintillator #5 for a positive torus polarity and an ND3 target to the electrons observed in scintillator #10 when the torus polarity is negative and the target is NH3. ND3, B > 0, Paddle Numbere− = 5 = 1.55 ± 0.15. (1.16) NH3, B < 0, Paddle Numbere− = 10 The above ratios, which have been observed to be ammonia target inde- pendent, indicate a difference in an electron detector efficiency when the torus polarityisflipped. Anelectrondetectionefficiency”correctioncoefficient”isde- (a) (b) (c) Fig. 1.10: Electron Kinematics. (a) Electron Momentum((NH3, B>0), (NH3, B<0), (ND3, B>0) and (ND3, B<0)), (b) Electron Scattering Angle θ ((NH3, B>0), (NH3, B<0), (ND3, B>0) and (ND3, B<0)) and (c) W Invariant mass((NH3, B>0), (NH3, B<0), (ND3, B>0) and (ND3, B<0)) fined in terms of the above ratio and measured to be ND3,B>0,Paddle Numbere− =5 = NH3,B<0,Paddle Numbere−=10 0.645 and ND3,B<0,Paddle Numbere−=10 = 1.82. The impact of these correc- NH3,B>0,Paddle Numbere−=5 tions on the data is illustrated in the next section. Exclusive and Semi-Inclusive Event Reconstruction Efficiencies The measured single pion electroproduction rate was compared to the MAID 2007 unitary model [7], that has been developed using the world data of pion photo and electro-production to determine the impact of using the above electron reconstruction efficiency ”correction coefficient”. The MAID 2007 model has predictions of the total cross section for the following two cases that are related to our work: γ∗ + proton(NH3) → π+ + neutron (1.17) γ∗ + neutron(ND3) → π− + proton. (1.18) The ratio of the pions detected in the scintillator paddles, located be- tween the Cherenkov counter and electromagnetic calorimeter, is shown in Fig- ure 1.11. Ratios were measured for four different cases. The intrinsic assump- tion is that, for the inbending case, positive pions and for the outbending case negative pions have the same trajectories with the same kinematics. In ad- dition, negatively charged pions in the inbending field and positively charged pions in the outbending fields are detected by the same detector elements. Using MAID 2007, the total cross section was calculated for the following invariant mass and four momentum transfer squared values: 1.7 GeV < W<1.8 18 CLAS-NOTE 2012  CLAS-NOTE 2012 Fig. 1.11: Pion paddle number versus Ratio for Semi-Inclusive case. GeV and Q2=1.1 GeV2 [7]. σ=σT+εσL+􏰦2ε(1+ε)σLT cosφπCM++εσTTcos2φπCM+h􏰦2ε(1−ε)σLT′ sinφπCM, (1.19) where φπCM is the pion azimuthal angle in the CM frame, ε = (1 + 2(1 + ν2 ) tan2 θe )−1 is the virtual photon polarization, ν = E − E the energy dif- Q2 2 i f ference of the initial and final state electron, Q2 = 4EiEf sin2 θe the four mo- 2 mentum transferred squared, θe the electron scattering angle and h the electron helicity. After applying corrections from the inclusive cases, the ratios have been compared to the results from MAID2007. The difference of the measured and MAID2007 model ratios for each pion paddle number is shown in Figure 1.12. 19 CLAS-NOTE 2012 One can argue using from Figure 1.12 that the ”inclusive corrections” do not impact single pion production rates for the exclusive cases. Fig. 1.12: Pion Paddle Number versus MAID2007 - Experiment(N (π−, ND3) / N(π+, NH3)). The Black and red data represent B>0/B<0 and B<0/B>0 cases respectively before corrections. The green and blue points represent the ratios for B>0/B<0 and B<0/B>0 after inclusive corrections. Asymmetries The double spin asymmetry measurements in this work are performed by comparing scattering events that occur when the incident probe spin and nuclear target spin are parallel to the scattering events that occur when the spins are anti-parallel. Beam Charge Asymmetry The helicity of the electron beam was flipped at a rate of 1 Hz. The helicity is prepared at the source such that helicity pairs are produced pseudo randomly. Fig. 1.13: The Helicity State: A one bit signal from the beam injector gives the helicity information, whereas a sync bit with a 2 Hz frequency is generated at the same time and is equal to the helicity flip time. If the first electron bunch is pseudo randomly chosen to be positive (negative) then it is labeled as the original helicity state and denoted in software by a 2 (1). The next helicity state is prepared to be a complement to the first state and labeled in the software as either a 4, if the original helicity state was a 1 (negative), or 3 if the original helicity state was a 2 (positive). The helicity selection process is then repeated. Figure 1.13 illustrates the signals used to label the helicity states. The 21 CLAS-NOTE 2012  CLAS-NOTE 2012 clock pulse (SYNC) is used to indicate that a change in the pockel cell used to define the helicity state may have occurred. The helicity bit identifies the helicity state that was set. The original/complement pulse identifies if the state is an original or complement helicity state. All three bits are recorded in the raw data file for each event and then converted to the labels 1, 2, 3, 4 during DST file production once the particles have been reconstructed. Two scalers were used to record several ancillary detectors, such as a Faraday cup and several PMTs mounted on the beam line, according to their helicity label. One of the scalers was gated by the DAQ live time in order to record beam conditions when the DAQ was able to take data and not busy recording data. The second scaler remained ungated. Both scalers recorded the SYNC and Helicity signals from the injector along with the counts ob- served from ancillary detectors during the SYNC interval. The Faraday cup signal recorded by the gated helicity scaler is used to normalize the events reconstructed during the same helicity interval. The beam charge asymmetry is defined in Eq. 1.21 and measured using the gated helicity scaler. For each run number, a gaussian fit was used to fit the beam charge asymmetry distributions as in Figure 1.14. The beam charge asymmetry is defined as ΣF C hel1,hel2 − ΣF C hel4,hel3 ABeam Charge = ΣF C hel1,hel2 + ΣF C hel4,hel3 , (1.20) where FChel1,hel2 (FChel4,hel3) represents the Faraday cup counts observed for the original helicity 1 and 2 states (the complement helicity 3 and 4 states). 22  CLAS-NOTE 2012 Fig. 1.14: Beam charge asymmetry for run #28101 using the gated Faraday cup counts for two helicity pairs (1-4 and 2-3 helicity pairs). A1−4 = (11.5 ± 4.4) × 10−5 and A2−3 = (−2.3 ± 4.4) × 10−5. EG1b data sets, with the same half wave plane, target type, target po- larization and beam torus, have been combined. The beam charge asymmetries have been calculated for the each run group and are listed in Table 1.2. A1−4 × 10−4   A2−3 × 10−4  Run Group Half wave plane(HWP) 28100 – 28105 +1 28106 – 28115 -1 28145 – 28240 +1 28242 – 28284 -1 28286 – 28324 +1 28325 – 28447 -1 28449 – 28479 +1  5.88 ± 34.40 7.53 ± 22.30 31.70 ± 7.99 49.6 ± 10.8 36.3 ± 11.6 21.1 ± 13.4 −11.6 ± 16.5 4.03 ± 34.36 8.28 ± 22.30 30.40 ± 7.99 47.9 ± 10.8 37.0 ± 11.5 22.2 ± 13.4 −21.6 ± 16.5       Table 1.2: Run Group versus Beam Charge Asymmetry. Electron Asymmetry A measurement of the electron cross section helicity difference needs to account for a possible helicity dependence of the incident electron flux (charge Asymmetry). Figure 1.15 shows the reconstructed electron rate asymmetry, before it is normalized by the gated Faraday Cup, as a function of the run number for the 4.2 GeV data set. The reconstructed electron asymmetry can be defined following way: CLAS-NOTE 2012 or A+− = NES+ −NES− ≡(2−3), NES NES+ + NES− −+ NES− −NES+ ANES = NES− + NES+ ≡ (1 − 4), (1.21) (1.22) where NES+ (NES−) represents number of electron scattered for the positive (negative) beam helicity. Systematic effects on the asymmetry measurement may be investigated by separating the data into two groups based on which helicity state is set first. The first group (black data points) represents the electron asymmetry observed when the first (original) helicity state is negative and its complement state is positive (helicity state #1 – state #4). The second group (red data points) represents the asymmetry observed when the first state is positive and the complement state is negative (helicity state #2 – #3). Both groups were divided into two subgroups based the target type used. The diamond points on the histogram represent the data for the NH3 target and the squares for 24 CLAS-NOTE 2012 Fig. 1.15: Run Number versus Electron Asymmetry before FC normalization. The black and red points represent reconstructed electron asymmetry for the helicity 1-4 pair for ND3 and NH3 target respectively. The blue and green points represent the helicity pair 2-3 for ND3 and NH3 respectively. The green line shows the sign of the half wave plane (HWP) and the purple line is the sign of the target polarization (TPol). the ND3 target. Two lines on the histogram are used to identify the sign of the half wave plate (HWP) and the target polarization (TPol). The relative spin orientation can be changed by either inserting a half wave plane (HWP) or by populating a different target polarization state with a different RF fre- quency. One would expect the asymmetry to change sign if either the HWP is inserted or the target polarization is rotated 180 degrees. As one can see for Figure 1.15 and Figure 1.16, the electron asymmetry (sign(hel1-hel4), sign(hel3- hel2) and sign(hel42-hel13)) changes sign if the HWP or Target Polarization sign is changed. 25  (a) NH3, Tpol>0 and HWP>0. CLAS-NOTE 2012 (b) NH3, Tpol<0 and HWP>0. Fig. 1.16: W versus (NEShel42 − NEShel13). The electron asymmetry (sign(hel42-hel13)) changes sign when the HWP or Target Polarization sign is changed. The un-normalized reconstructed electron asymmetry has been calcu- lated as: 26 NEShel1,hel2 − NEShel4,hel3 ANES = NEShel1,hel2 + NEShel4,hel3, and normalized by the Faraday cup NEShel1,hel2 − NEShel4,hel3 AFCnormalized = F C hel1,hel2 F C hel4,hel3 . NES NEShel1,hel2 + NEShel4,hel3 F C hel1,hel2 F C hel4,hel3 (1.23) (1.24) CLAS-NOTE 2012 Fig. 1.17: Run number versus electron asymmetry after applying FC normaliza- tion. The black and red points represent the reconstructed electron asymmetry for the helicity 1-4 pair for ND3 and NH3 target respectively. The blue and green points are the helicity pair 2-3 for ND3 and NH3 respectively. The green line shows the sign of the half wave plane (HWP) and the purple line is the sign of the target polarization (TPol). 27 Semi-Inclusive Asymmetries N↑↑ −N↑↓ NH3,π− NH3,π− N↑↑ +N↑↓ NH3,π+ NH3,π− (1.26) NH3,π− N↑↑ −N↑↓ ND3,π+ ND3,π+ (1.27) N↑↑ +N↑↓ ND3,π+ ND3,π+ Aπ− = (N↑↑ ) and N↑↓ (N↑↑ ) represent the num- where N↑↓ NH3,π+,π− NH3,π+,π− ND3,π+,π− ND3,π+,π− CLAS-NOTE 2012 group Ahel2-hel3 represents measuring the SIDIS asymmetry when the first he- licity state is parallel (hel2) and its complement state is antiparallel to the spin of the nucleon. For the final measurement, the two groups are combined into one Ahel42-hel13 set. Instead of looking at original and complement electron helicity states, they have been combined into the positive (hel42) and nega- tive (he13) helicity states, which are parallel and antiparallel to the spin of the target nucleon respectively. Fig. 1.18: Invariant Mass versus Q2. The ratio of the combined semi-inclusive deep inelastic asymmetries (Araw) from Table 1.3, for two different torus settings have been corrected for the electron reconstruction efficiency. The Figure 1.20 represents the raw asymmetry ratios before and after electron reconstruction efficiency corrections. The ratios have been calculated for each target and charged pion type. The SIDIS asymmetries before and after the correction are statistically the same. The result indicates that the electron reconstruction efficiency does not change 29  CLAS-NOTE 2012 Fig. 1.19: Missing Mass. Araw × 10−4 Ahel1-hel4 × 10−4 Ahel2-hel3 × 10−4 Target type, Beam Torus NH3, B>0, π+ NH3, B<0, π+ ND3, B>0, π− ND3, B<0, π− NH3, B>0, π− NH3, B<0, π− ND3, B>0, π+ ND3, B<0, π+ −139.84 ± 81.52 −223.76 ± 117.10 −6.37 ± 188.73 −63.73 ± 105.14 −155.45 ± 128.21 9.60 ± 119.31 −76.59 ± 126.60 −29.22 ± 107.53 143.15 ± 81.78 247.65 ± 116.59 −98.11 ± 188.03 −30.34 ± 6085.54 −72.55 ± 128.92 72.94 ± 119.36 110.28 ± 126.13 123.98 ± 106.86 136.2 ± 57.74 237.69 ± 82.65 9.21 ± 127.22 12.37 ± 71.10 35.11 ± 90.91 32.39 ± 84.38 92.25 ± 85.38 92.25 ± 85.38 Table 1.3: SIDIS Asymmetry for Each Type Target material and Beam Torus. the asymmetries. The data have been combined for each target type and asymmetries measured for two xB values (Table 1.4). The SIDIS asymmetries were calcu- lated for the following kinematic range: electron scattering angle 17.5<θe<18.5, electron momentum 2.55 GeV< Pe<2.75 GeV, invariant mass 1.6 GeV<W<1.8 GeV and momentum transfer squared 0.9 GeV2<Q2<1.3 GeV2. 30 CLAS-NOTE 2012 Fig. 1.20: The ratio of the SIDIS asymmetries for two torus field settings Araw(B>0) versus target and the charged pion type. The black squares rep- Araw(B<0) resent the data before electron reconstruction efficiency and the red data - after electron reconstruction efficiency has been applied. SIDIS Asymmetry xB = 0.3 xB = 0.4 Aπ+,raw NH3 (150.08 ± 65.96) × 10−4 (217.20 ± 69.06) × 10−4 Aπ−,raw ND3 (39.04 ± 81.44) × 10−4 (91.90 ± 96.14) × 10−4 Aπ−,raw NH3 (100.81 ± 83.49) × 10−4 (−23.98 ± 94.92) × 10−4 Aπ+,raw ND3 (53.17 ± 74.89) × 10−4 (85.17 ± 82.97) × 10−4 Table 1.4: SIDIS Asymmetries for xB = 0.3 and xB = 0.4. In addition to xB, the data have been subdivided according to the frac- tion energy of the observed final state pion(z). Aπ+,raw asymmetries for two z NH3 are shown in Table 1.5. 31 z xB = 0.3 xB = 0.4 0.4 0.7 1.4.4 CLAS-NOTE 2012 (125.62 ± 81.92) × 10−4 (165.81 ± 86.76) × 10−4 (140.32 ± 158.98) × 10−4 (238.34 ± 156.79) × 10−4 Table 1.5: Aπ+,raw SIDIS Asymmetry. NH3 Dilution Factor To account for the contributions of polarized nucleons from the nitrogen nuclei in the ammonia target and the cooling material of the target (Helium) cell to the semi-inclusive rates, the measured raw double spin asymmetries have to be divided by a dilution factor. The dilution factor accounts for the fraction of events coming from the desired polarized target nucleon. The dilution factors are calculated by combining the data from runs using different target types. During the EG1b experiment, several runs were taken with Carbon C12 and an empty target cell (He). All the runs in this work used liquid Helium as the coolant during the experiment. The Carbon and empty target runs were used to estimate the dilution of the data by the noise attributed to the interaction of the incident electron beam with the Nitrogen or Helium nucleons present in the target cell [8]. In order to calculate the dilution factor, we need to define the number of counts with beam helicity negative and positive for ammonia (NA), Carbon (NC) and empty target (NMT) runs. All are weighted by the corresponding gated Faraday cup counts [9]. Normalized rates for Carbon and empty target types are defined as N+ +N− n = C,MT C,MT (1.29) C,MT FC+ +FC− 32  and CLAS-NOTE 2012 1NA+ NA− nA=2(FC+ +FC−), (1.30) where nC is the rate from a Carbon target, nMT is from an empty target and nA is from one of the NH3 or ND3 ammonia targets. The counts for all four targets (empty, Carbon and ammonia) can be expressed as the sum of counts from the entrance and exit window foils (ρF, lF, σF), liquid Helium coolant (ρHe, lHe, σHe), Carbon(ρC, lC, σC), Nitrogen (ρN, lN, σN), Hydrogen (Deuterium) (ρH(D), lH(D), σH(D)). and nMT = ρFlFσF + ρHeLσHe = fρClCσC + ρHeLσHe, nC = ρFlFσF + ρClCσC + ρHe(L − lC)σHe, (1.31) (1.32) nA = ρFlFσF + ρHe(L − lA)σHe + ρAlA(σN + 3σH(D)), where f ≡ ρFlFσF , σ represents the Hydrogen (Deuteron) cross section. ρClCσC H(D) (1.33) Using above system of equations, we define two new spectra to account for the Carbon target and the difference in the amount of Helium in ammonia targets vice versus the Carbon target. For a target cell with length L and 33 CLAS-NOTE 2012 the Carbon target with length lC, the Carbon and LHe contributions can be written following way: and n′12C= L nC− L−lC nMT=ρClCσC L+flC L+flC n′4He = (1 + f )lHe nMT − f lHe nC = ρHelHeσHe, L+flC L+flC (1.34) (1.35) where n′12C is the rate from the Carbon nucleus only and n′He is the rate from liquid Helium only. The length and densities are listed in Table 1.6. We need to establish how the rate from the Carbon target is related to the rate from the N15 in NH3 and ND3. The cross section for N15 can be written in terms of the cross sections on C12 target material (σ12C) and on a bound neutron in N15 (σn′ ). σ15N ≈7σ12C+σn′ =􏰛7+ σn′ 􏰜σ12C. (1.36) 6 6 σ12C It is assumed that when the scattering occurs on protons inside the target material, the ratio of σn′ = 0 and when the reaction happens on neutrons σ12C inside the target, the value of the ratio is σn′ = 1, because there are six σ12C 6 Using the above quantities, the background represented by the number bound neutrons in C12 [9]. of counts due to the non-hydrogen and non-deuterium parts of the ammonia 34 CLAS-NOTE 2012 target can be expressed as nB = 􏰝ρAlA􏰛7+ σn′ 􏰜+f􏰞n′12C+(L−lA)n′4He ρClC 6 σ12C = nMT+lA􏰝 ρA 􏰛7+ σn′ 􏰜n′12C−n′4He􏰞. (1.37) ρClC 6 σ12C The dilution factor df is df = nA − nB . (1.38) nA Item Description Value ρFlF Density times target length for empty target. Al: 167 μm; 0.045 g/cm2. Kapton: 384 μm; 0.055 g/cm2 . Total=Al + Kap- ton=0.0996 g/cm2 ρClC Density times target length for Carbon target. 0.498 g/cm2 f The ratio of counts from foils to the C12 slab in the Carbon target. 0.200 ρHe He density. 0.145 g/cm3 L The length of the target cell from the entrance to exit foil. 1.90 cm ρC C12 density. 2.17 g/cm3 lC Carbon target length. 0.23 cm ρNH3 NH3 density 0.917 g/cm3 ρND3 ND3 density 1.056 g/cm3 lA Ammonia target length. 0.6 cm Table 1.6: Length and density values for different types of target material reproduced from the EG1b experiment [9]. The dilution factor is compared below in Table 1.8: 35 CLAS-NOTE 2012 The fractional energy of the observed final state hadron(z) Dilution Factor(df) NH3,π+ &&z=0.4 0.160 ± 0.02 0.152 ± 0.03 Table 1.7: Calculated dilution Factor for NH3 target type. NH3,π+ &&z=0.7  Reaction Dilution Factor(df) Resonance region 0.11 - 0.13 Inclusive 0.14 - 0.17 Semi-Inclusive 0.122 - 0.182 Table 1.8: Dilution Factor compared with other results [8] [10]. 36 Results Semi-Inclusive Pion Asymmetries The final results are presented in this chapter. They have been obtained by analyzing the data collected in 2000 - 2001 at Thomas Jefferson National Laboratory using a longitudinally polarized electron beam on a longitudinally polarized Hydrogen (15NH3) and Deuterium (15ND3) targets. The incident electron’s energy was 4.2 GeV. The CEBAF Large Acceptance Spectrometer (CLAS) was used for particle detection. The measurements were made for the kinematic region where xB ≥ 0.3 and momentum transfer squared Q2=1.1 ± 0.2 GeV2. The SIDIS asymmetries were measured at four different values of xB and are presented on Figure 2.1. Systematic Errors The results presented in the previous sections include only statistical uncertainties. However, the experimental setup and the cuts used for particle identification and background elimination are the sources of systematic errors. This section describes the methods used for estimating the systematic errors for each type of source. The systematic errors for the SIDIS asymmetries are shown 37 CLAS-NOTE 2012 Fig. 2.1: xB versus SIDIS pion asymmetries. in Table 2.1. The total systematic error is calculated by combining individual systematic errors in quadrature. 1.40 × 10−2 3.50 × 10−2 1.87 × 10−2 0.64 × 10−2 4.26 × 10−2 Table 2.1: Summery of the systematic errors for the Aπ+ NH3 38 Source Systematic Error Geometrical and timing cuts Electromagnetic calorimeter cut Dilution Factor Target and beam polarization Total asymmetry. The systematic errors associated with the electromagnetic cuts and fidu- cial cuts for electron identification were calculated by comparing the SIDIS asymmetries before and after cuts were applied. As can be seen, the effect due to the electromagnetic calorimeter and fiducial cuts is on the order of 3.5 % and 1.4% respectively (Figure 2.2). (a) (b) Fig. 2.2: xB versus Aπ+ SIDIS Asymmetry: (a) geometrical and timing cuts, NH3 (b) electromagnetic calorimeter cuts. Dilution factor Systematic effects related to the dilution factor were estimated following way: First, the SIDIS asymmetries were calculated for the standard values of the dilution factor. Then asymmetries were recalculated by changing the value of each parameter by the amount of its uncertainty. The difference between these two values is the systematic effect due to the dilution factor. The resulting shift is about 1.9% (Figure 2.3). 39 CLAS-NOTE 2012 2.2.1 Cut Dependence  CLAS-NOTE 2012 Fig. 2.3: xB versus Aπ+ SIDIS Asymmetry. NH3 2.2.3 Polarization Systematic effects due to the target and beam polarization were esti- mated following way: First, the SIDIS asymmetries were calculated for the standard values of the Pt×Pbpolarization. Then asymmetries were recalculated by changing the value of each parameter by the amount of its uncertainty. The difference between these two values is the systematic error associated with the target and beam polarization, which is approximately 0.6% (Figure 2.4). 40  CLAS-NOTE 2012 Fig. 2.4: xB versus Aπ+ SIDIS Asymmetry. NH3 2.3 Semi-Inclusive Pion Asymmetries The corrected measured semi-inclusive deep inelastic asymmetries Aπ+ , NH3 Aπ− , Aπ+ and Aπ− are shown below on Figure 2.5 and compared to NH3 ND3 ND3 the asymmetries measured by the HERMES experiment. The measured SIDIS asymmetries on the proton and deuterium targets are in good agreement within their combined uncertainties. The SIDIS asymmetries for longitudinally polar- ized Hydrogen (15NH3) and Deuterium (15ND3) targets are listed in Table 2.2 for four values of xB. The asymmetries have been corrected for the target and beam polarization [11] and dilution factor from ref[12]. 41  CLAS-NOTE 2012 (a) (b) (c) (d) Fig. 2.5: xB versus SIDIS Asymmetry: (a) Aπ+ , (b) Aπ− (c) Aπ+ and π− NH3 NH3 ND3 (d) AND3. The solid black squares are measurements from ref[13] and the solid black diamonds represent SIDIS asymmetries measured using the data collected during the EG1b experiment. The error bar lines represent systematic uncertainty and the risers statistical uncertainty. 42  CLAS-NOTE 2012 Aπ− ± stat. ± syst. NH3 Aπ+ ± stat. ± syst. NH3  xB  0.1644 ± 0.0504 ± 0.0191 0.2733 ± 0.0400 ± 0.0229 0.3308 ± 0.0499 ± 0.0407 0.2521 ± 0.1257 ± 0.0387 Aπ+ ± stat. ± syst. ND3 0.1378 ± 0.0745 ± 0.0183 0.1183 ± 0.0583 ± 0.0176 −0.0917 ± 0.0753 ± 0.0361 −0.1908 ± 0.1942 ± 0.0374 Aπ− ± stat. ± syst. ND3 0.30  0.35  0.40  0.45  xB 0.30 0.35 0.40 0.45   0.2273 ± 0.0317 ± 0.0351 0.0209 ± 0.0314 ± 0.0164 0.3368 ± 0.0322 ± 0.0583 0.2408 ± 0.0377 ± 0.0485 0.1286 ± 0.0320 ± 0.0240 0.1904 ± 0.0319 ± 0.0306 0.1080 ± 0.0330 ± 0.0386 0.5125 ± 0.0392 ± 0.0787    Table 2.2: Semi-inclusive asymmetries on the proton and deuterium targets (Aπ+,π− and Aπ+,π− ). NH3 ND3 Bibliography [1]M.Osipenko et. al., CLAS-NOTE-2003-001. [1] E. Christova and E. Leader, Semi-inclusive production-tests for independent fragmentation and for polarized quark densities. hep- ph/9907265 (1999). [2] K. Nakamure et. al., The Review of Particle Physics. Particle Data Group. J. Phys. G 37, 075021 (2010). [3] M. Osipenko, A. Vlassov and M. Taiuti, Matching between the electron candidate track and the Cherenkov counter hit. CLAS-NOTE 2004-020 (2004). [4] C. Lanczos, SIAM Journal of Numerical Analysis, B1, 86 (1964). [5] K. Park, V. D. Burkert and W. Kim (The CLAS Collaboration), Phys. Rev. C77, 015208 (2008). [6] J. 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Bosted et. al., Interpolated model calculated dilution factors for EG1b directly from radiated cross-sections, WWW Document, (http://www.jlab.org/Hall-B/secure/eg1/EG2000/fersch/DILUTION/ dilutionmodel/) (2007). [13] A. Airapetian et. al., (The HERMES Collaboration), Phys. Rev. Lett. 92, 012005 (2004). [SIDIS_PionAsym_EG2000]