1 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The challenge to extract  G/G from HERMES data.

Slides:



Advertisements
Similar presentations
Determination of the gluon polarisation at HERMES N. Bianchi on behalf of: The HERMES Collaboration & The main analyzers (P.Liebing, E.Aschenauer, R.Fabbri,
Advertisements

1 First Measurement of the Structure Function b 1 on Tensor Polarized Deuteron Target at HERMES A.Nagaitsev Joint Institute for Nuclear Research, Dubna.
Determination of the gluon polarisation at COMPASS & RHIC Sébastien Procureur (CEA - Saclay) Determination of  G at COMPASS & RHICPAVI06, Milos S.Procureur.
Measurement of polarized distribution functions at HERMES Alessandra Fantoni (on behalf of the HERMES Collaboration) The spin puzzle & the HERMES experiment.
Review of  G in DIS and pp … a lot has happened since Kyoto Frank Ellinghaus University of Mainz / University of Colorado October 2008 SPIN’08, Charlottesville,
Constraining the polarized gluon PDF in polarized pp collisions at RHIC Frank Ellinghaus University of Colorado (for the PHENIX and STAR Collaborations)
J. Seele - WWND 1 The STAR Longitudinal Spin Program Joe Seele (MIT) for the Collaboration WWND 2009.
Karlheinz Meier - Kirchhof-Institut für Physik - Heidelberg University - Vth Workshop on Small-x and Diffractive Physics - Fermilab - September 2002 Odderon.
25 th of October 2007Meeting on Diffraction and Forward Physics at HERA and the LHC, Antwerpen 1 Factorization breaking in diffraction at HERA? Alice Valkárová.
Working Group on e-p Physics A. Bruell, E. Sichtermann, W. Vogelsang, C. Weiss Antje Bruell, JLab EIC meeting, Hampton, May Goals of this parallel.
Mar. 17, 2006 Imran Younus Probing Gluon Polarization with Longitudinally Polarized p+p Collisions at  s = 200 GeV.
Inclusive Jets in ep Interactions at HERA, Mónica V á zquez Acosta (UAM) HEP 2003 Europhysics Conference in Aachen, July 19, Mónica Luisa Vázquez.
Spin and azimuthal asymmetries in SIDIS at JLAB  Physics Motivation  Jlab kinematics and factorization  Double spin asymmetries  Single Spin Asymmetries.
QCD analysis of the nucleon spin structure function data in next to leading order in α S The polarized gluon distribution in the nucleon Jechiel Lichtenstadt.
16/04/2004 DIS2004 WGD1 Jet cross sections in D * photoproduction at ZEUS Takanori Kohno (University of Oxford) on behalf of the ZEUS Collaboration XII.
Spin structure of the nucleon
Single-spin asymmetries in two hadron production of polarized deep inelastic scattering at HERMES Tomohiro Kobayashi Tokyo Institute of Technology for.
F.-H. Heinsius (Universität Freiburg/CERN) Introduction Gluon polarization in the nucleon Transverse spin distribution Newest Results from the Experiment.
1 E.C. Aschenauer Recent results from lepton proton scattering on the spin structure of the nucleon.
Single-Spin Asymmetries at CLAS  Transverse momentum of quarks and spin-azimuthal asymmetries  Target single-spin asymmetries  Beam single-spin asymmetries.
J/  production in p+p collisions at PHENIX and gluon distribution QWG meeting at FNAL September Hiroki Sato (Kyoto University) for the PHENIX collaboration.
E.C. AschenauerFebruary Inclusive Structure functions in eA or why momentum resolutions are important E.C. Aschenauer February How to extract.
Oct 6, 2008Amaresh Datta (UMass) 1 Double-Longitudinal Spin Asymmetry in Non-identified Charged Hadron Production at pp Collision at √s = 62.4 GeV at Amaresh.
F.-H. Heinsius (Universität Freiburg) on behalf of the COMPASS collaboration Gluon polarization measurements at DIS 2004, Štrbské Pleso,
Measurements with Polarized Hadrons T.-A. Shibata Tokyo Institute of Technology Aug 15, 2003 Lepton-Photon 2003.
HERMES による パートン helicity 分布関数の QCD 解析 Tokyo Inst. of Tech. 1. Quantum Chromo-Dynamics (QCD) 2. Parton Helicity Distribution and Nucleon Spin Problem 3.
The nucleon helicity as seen by HERMES From g 1 to  G Patricia Liebing RIKEN-BNL Research Center for the collaboration Annual RHIC and AGS Users Meeting,
DIS Conference, Madison WI, 28 th April 2005Jeff Standage, York University Theoretical Motivations DIS Cross Sections and pQCD The Breit Frame Physics.
Inclusive Measurements of inelastic electron/positron scattering on unpolarized H and D targets at Lara De Nardo for the HERMES COLLABORATION.
Hadron Structure 2009 Factorisation in diffraction Alice Valkárová Charles University, Prague Representing H1 and ZEUS experiments Hadron structure.
HERMES results on azimuthal modulations in the spin-independent SIDIS cross section Francesca Giordano DESY, Hamburg For the collaboration Madrid, DIS.
1 Diffractive dijets at HERA Alice Valkárová Charles University, Prague Representing H1 and ZEUS experiments.
Jets and α S in DIS Maxime GOUZEVITCH Laboratoire Leprince-Ringuet Ecole Polytechnique – CNRS/IN2P3, France On behalf of the collaboration On behalf of.
Lara De Nardo DIS 2007 Measurement of the spin structure functions g 1 and g 1 at HERMES Lara De Nardo TRIUMF/DESY pd.
Measurement of Flavor Separated Quark Polarizations at HERMES Polina Kravchenko (DESY) for the collaboration  Motivation of this work  HERMES experiment.
1 Luciano Pappalardo Transversity at GPD 2008 ECT, Trento 12 June 2008.
TMD flavor decomposition at CLAS12 Patrizia Rossi - Laboratori Nazionali di Frascati, INFN  Introduction  Spin-orbit correlations in kaon production.
K 0 S and  production at ZEUS, A. Savin, University of Wisconsin DIS 2006, April 22, K 0 S and  production at ZEUS Alexander A. Savin University.
Some recent QCD results at the Tevatron N. B. Skachkov (JINR, Dubna)
Gluon Polarization Errors at PHENIX Spin Discussion Mar. 24 & Apr. 14, 1998 Yuji Goto, RIKEN.
Isabell-A. Melzer-Pellmann DIS 2007 Charm production in diffractive DIS and PHP at ZEUS Charm production in diffractive DIS and PHP at ZEUS Isabell-Alissandra.
Measuring the gluon polarization F.Kunne – CEA Saclay 10 th International Symposium on Meson-Nucleon Physics and the Structure of the Nucleon Beijing,
A. Bertolin on behalf of the H1 and ZEUS collaborations Charm (and beauty) production in DIS at HERA (Sezione di Padova) Outline: HERA, H1 and ZEUS heavy.
F.-H. Heinsius (Universität Freiburg) on behalf of the COMPASS collaboration Gluon polarization measurements at DIS 2004, Štrbské Pleso,
Costas Foudas, Imperial College, Jet Production at High Transverse Energies at HERA Underline: Costas Foudas Imperial College
New results from Delia Hasch DPG Spring Meeting 2004 – Nuclear Physics Cologne (Germany) March, (on behalf of the HERMES Collaboration) Exotic.
1 Exotic States 2005 E.C. Aschenauer The search for Pentaquarks at on behalf of the HERMES Collaboration E.C. Aschenauer DESY.
Inclusive jet photoproduction at HERA B.Andrieu (LPNHE, Paris) On behalf of the collaboration Outline: Introduction & motivation QCD calculations and Monte.
Timelike Compton Scattering at JLab
Flavor decomposition at LO
Measurements of ΔG Focus on COMPASS data ΔG from scaling violations
Determination of g/g from Hermes High-pT hadrons
Explore the new QCD frontier: strong color fields in nuclei
Measurements of quark transversity and orbital motion in hard scattering Yoshiyuki Miyachi Tokyo Institute of Technology.
Luciano Pappalardo for the collaboration
Open Heavy Flavour Production at HERA
Determination of g/g from Hermes High-pT hadrons
Inclusive Jet Cross Section Measurement at CDF
Di-jet production in gg collisions in OPAL
Measurement of the Gluon Polarization at COMPASS
Measurement of the spin structure functions g1 and g1 at HERMES
Katarzyna Kowalik (LBNL) For the STAR Collaboration
Overview on hard exclusive production at HERMES
Measurements of ΔG Focus on COMPASS data ΔG from scaling violations
Measurement of the spin structure functions g1 and g1 at HERMES
New measurement of G/G at COMPASS
Determination of the gluon polarisation
Measurement of b-jet Shapes at CDF
ΔG/G Extraction From High-Pt Hadron Pairs at COMPASS
The Helicity Structure of the Nucleon from Lepton Nucleon Scattering
Presentation transcript:

1 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The challenge to extract  G/G from HERMES data

2 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer HERA: e + /e - (27GeV) - proton collider DESY Polarized Deep Inelastic Scattering HERA self-polarised electrons: e ~ 53 ± 2.5 % 27.5 GeV (e  /e  ) ~ 53 ± 2.5 % 1 H → ~ 85 ±3.8 % 2 H → ~ 84 ±3.5 % 1 H ~ 74 ±4.2 % pure nuclear-polarized atomic gas, flipped at 90s time intervals

3 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The HERMES Spectrometer Kinematic Range: GeV 2 and W > 2 GeV Reconstruction:  p/p < 2%,  < 1 mrad Particle ID:  TRD, Preshower, Calorimeter a 1997: Cherenkov, 1998 a : RICH + Muon-ID Internal Gas Target: unpol: H 2,D 2,He,N,Ne,Kr, Xe He, H, D, H

4 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer hadron/positron separation combining signals from: TRD, calorimeter, preshower, RICH Aerogel; n=1.03 C 4 F 10 ; n= hadron separation Dual radiator RICH for , K, p Particle Identification  K

5 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The golden channels Idea: Direct measurement of  G Isolate the photon gluon fusion process (PGF) Open Charm production HERMES = 7.2GeV HERMES = 7.2GeV too low count rates too low count rates high p t hadrons or pairs of hadrons go to low Q 2 increase statistics scale of hard sub-processes Data on tape: polarized proton data 50pb -1 polarized deuterium data 140pb -1

6 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer What is needed to get  G/G Double spin asymmetries for high p t hadrons and pair of hadrons A theoretical model describing all underlying sub-processes all underlying sub-processes fragmentation fragmentation two possibilities: QCD calculation a la B. Jaeger, M. Stratmann, W. Vogelsang hep-ph/ Advantage: can be done to order  s 2 Disadvantage: to include detector effects (acceptance,..) difficult difficult Monte Carlo simulation (PYTHIA-6) Advantage: detector effects can easily be included Disadvantage: max. order  s 1

7 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The Asymmetries Inclusive hadron double spin asymmetries: 2 kinematical regions: “Photo-production”: anti-tagging of scattered lepton “Photo-production”: anti-tagging of scattered lepton Event kinematics unknown Event kinematics unknown p t vs beam-axis p t vs beam-axis “Transition region”: tagging of scattered lepton p t defined relative to virtual photon direction p t defined relative to virtual photon direction Q 2 > 0.1 GeV 2 Q 2 > 0.1 GeV 2 high p t pairs of hadrons “Photo-production” + “Transition region”: p t vs beam-axis p t vs beam-axis Event kinematics unknown; only 10% events have e’ Event kinematics unknown; only 10% events have e’

8 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The Asymmetries („Photo-production“) P-asym.’s > 0 D-asym.’s ~ 0 at small p t Positive h have positive asym. negative h have 0 or negative asym. at large p t  Blue: Proton data Red: Deuteron data Red: Deuteron data  All hadrons  Pions  Kaons

9 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The Asymmetries („Transition“)  Blue: Proton data Red: Deuteron data Red: Deuteron data  All hadrons  Pions  Kaons At p t >1 GeV: Q 2  1.5 GeV 2, x  0.05 A  relatively flat in p t Follows average behavior in SIDIS Small difference of positive and negative h Statistics at p t >1 GeV limited

10 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The Asymmetries (pairs of hadrons) Proton Deuteron A  relatively flat in  p t 2 Proton asym. > 0 for all  p t 2 Deuteron asym. 2 GeV Statistics at  p t 2 > 2 GeV limited Define:

11 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The Model in PYTHIA-6 VMDdirect anomalous photon „Soft“ VMD: Elastic, diffractive, non-diffractive („minimum bias“, „low-p T “) processes Hard VMD: QCD 2  2 processes QCD- Compton PGF LO DIS (virtual photons) Splitting of   qq QCD 2  2 processes Model: Mix processes with different photon characteristics Small Q 2 : VMD+anomalous (=„resolved“) photon dominate Large Q 2 : LO DIS dominates Choice of hard process according to hardest scale involved: If all scales are too small: „soft“ VMD (diffractive or „low-pT“) The „resolved“ part is modeled to match the world data on  (  p)

12 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The Challenges Intrinsic k T  0.4 GeV p T from fragmentation  0.35 GeV Q 2 small  expect contribution from  expect contribution from VMD processes VMD processes Small scales (O(1 GeV 2 ))  Important:  Important: non-perturbative contributions, non-perturbative contributions, NLO corrections NLO corrections Fraction of hard gluon initiated processes small  large background  large background All effects are folded with acceptance Fixed target energy : Measured p T 1-2 GeV High energy:

13 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Adapting Pythia to Hermes Kinematics Check PYTHIA VMD model to exclusive  0 production In “Transition” region as full kinematics known; Q 2 > 0.1GeV 2 Default PYTHIA:  (PYTHIA) ~ 6 *  (HERMES) Changes: The Q 2 slope of the total (resolved)  *p-cross section of world data The parametrisation of The  -VM couplings The angular distribution of the  decay products

14 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Adapting Pythia to Hermes Kinematics The exclusive  0 cross section data-MC agrees now within 10% Diffractive contribution ~10% Diffractive contribution ~10% The PYTHIA  0 cross section also matches the “photo-production” data well

15 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Fragmentation DATA: unpolarised p-target Q 2 > 1GeV 2, W 2 >10 GeV 2, z>0.2, 2 1GeV 2, W 2 >10 GeV 2, z>0.2, 2<p h <15GeV Tuning of JETSET FF parameters to multiplicities in acceptance MC: PYTHIA in combination with JETSET; PDF:CTEQ-6     KKKK KKKK KKKK KKKK pp

16 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Fragmentation-Purities Proton target purities K-K-K-K- K+K+K+K+ ++++ ----u 4*s d

17 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Contamination from excl. VM Exclusive VM production different process than SIDIS estimate the contribution from Pythia-6  large contribution at high z K: moderate contribution vs. z  contribution growing with x B decreasing x B decreasing

18 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Experimental Multiplicities systematic uncertainty mainly from hadron PID correction Q 2 > 1GeV 2, W 2 > 10GeV 2 EMC: Fragmentation Function (Nucl. Phys. B321 (1989) 541)

19 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Cross Section vs Q 2 and z Agreement in < 20% How are things looking vs p t ? three critical variables intrinsic k t of parton in photon or nucleon (PARP 91 / 99) p t from fragmentation p t from fragmentation (PARJ 21) (PARJ 21) Implement QED radiative corrections into PYTHIA using RADGEN Cross section for “Transition” region Q 2 > 0.1GeV 2 green curve relevant one

20 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Cross Section vs p t HERMES standard values: M. Anselmino et al. Phys. Rev. D71, Cross section for “Transition” region Q 2 > 0.1GeV 2 Has the cross section from PYTHIA and Data to agree PYTHIA and Data to agree at p t > 1GeV ???

21 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Cross Section vs p t (II) Process fractions for “Transition” region Q 2 > 0.1GeV 2 : p t > 1GeV: (  s 1 ) process start dominating what about (  s 2 ) corrections ???

22 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer NLO Corrections Polarized and unpolarized cross sections and k factors Scale dependence of polarized cross section at LO and NLO Calculations from B. Jaeger et al. hep-ph/ for HERMES: “Photo-production” kinematics big NLO corrections

23 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer k-factors and PYTHIA Cross section vs pt in “Photo-production”: The cross section from PYTHIA and Data have can not agree PYTHIA and Data have can not agree at p t > 1GeV !!! PYTHIA includes only  s 1 processes

24 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer The Method Measured asymmetry is an incoherent superposition of different sub-process asymmetries: Signal: Gluon of the nucleon in the initial state Background: all other sub-processes The gluon polarization is then: Asymmetry of the hard sub-process

25 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer PYTHIA itself gives only unpolarized xsec Calculate asymmetry weight for each event Takes kinematical distribution into account Asymmetries of hard processes known Correlation of p t and hard p t for p t > 1 GeV Assume something about Polarization of partons in resolved photon Asymmetry of „soft“ VMD processes Results – MC Asymmetries Averaged sub-process asymmetries for QCD 2  2 processes (hard VMD- und anomalous photon processes) LO DISQCDCPGF ? LO/NLO DIS processes, in „Transition“ region

26 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Results – MC Asymmetries Soft VMD (low-p t ) dominates (40-70%) LO DIS dominates (50-90%) Soft VMD (low-p t > 60%, diffractive 10-40%) dominates Asymmetries vs. x in „Transition“ region Asymmetries vs. p t in „Photo-production“ region (small p t ) Large uncertainty in assigning asymmetry to low-p t Large uncertainty in assigning asymmetry to low-p t process process If it is VMD, it should not have an asymmetry If it is VMD, it should not have an asymmetry If it has an asymmetry, it should not be VMD If it has an asymmetry, it should not be VMD

27 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Photon PDFs Anomalous and hard VMD processes enter in background q(photon)+q(nucleon)  2 „jets“ and in signal q(photon)+g(nucleon)  2 „jets“ g(photon) negligible Only maximal and minimal scenarios for Δq/q (photon) available using Δq/qmax=1 and Δq/qmin=-0.6 Δq/qmin=-0.6 Large part of total uncertainty, scales with central value M. Glück et al., Phys. Lett. B503

28 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Results  G/G Proton Deuteron DIS suppressed at high  p t 2, <10% PGF+hard g ~ 3-4*QCDC (~10%)  p t 2 >2.5 GeV  p t 2 >2.5 GeV „soft“ VMD dominates at low  p t 2 Hard VMD processes ~15%,  p t 2 >2 GeV “Photo-production” high p t hadron pairs “Photo-production” high p t hadron pairs

29 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Results – Sub-process Fractions „Transition“ Region „Transition“ Region „Photo-production“ DIS rises and dominates at high p t PGF+hard g ~ 2-3*QCDC, ~25%, p t >1 p t >1 GeV, Hard g ~ 40% of signal „soft“ VMD dominates at small p T, ~40%, p T  1 GeV Hard VMD processes 10%, p T >1 GeV DIS suppressed at high p t, 20% PGF+hard g ~ 2-3*QCDC, ~10-25% p t >1 GeV p t >1 GeV „soft“ VMD ~15%, p T  1 GeV Hard VMD processes ~10%, p T >1 GeV

30 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Results – ΔG/G „Photo-production“ reg „Photo-production“ reg. Scale Q 2  1.25 GeV 2, x  0.15 At p T <1.5 GeV results for Proton > Deuteron „Transition“ region Scale Q 2  1.77 GeV 2, x   difference between h + and h - Deuteron 4 independent data sets (p, d, h ± ) 4 independent data sets (p, d, h ± )

31 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Results - ΔG/G “Photo-production” “Photo-production” combined data sets combined data sets Combined data in both regions Combined data in both regions “Transition” “Transition” only Deuteron data; p t > 1 GeV only Deuteron data; p t > 1 GeV “Photo-production”; p t > 1.35 GeV “Photo-production”; p t > 1.35 GeV

32 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Open Points Very wide correlation between p t and x g Very wide correlation between p t and x g Can the mean value theorem be used to calculate  G/G Can the mean value theorem be used to calculate  G/G depends strongly on shape of if not, redo last step of analysis with different formalism if not, redo last step of analysis with different formalism Pythia calculates only unpolarised kinematics Pythia calculates only unpolarised kinematics unpol. kinematics = / = polarized kinematics unpol. kinematics = / = polarized kinematics only solution polarized MC only solution polarized MC/

33 Workshop on ‘Contribution of the Gluon Spin to the Proton Spin’ – RIKEN 05 P.Liebing / E.C. Aschenauer Conclusion Hermes can extract ΔG/G from tagged and anti-tagged high-p t hadron asymmetries with good statistics and Big model (MC) dependence not so small estimated systematic uncertainties within one model Not yet accounted for: Large NLO corrections to pol. and unpol. cross sections Statistical uncertainties of pol. and unpol. PDF used (including g(x)) Analysis of high-p t hadron pairs consistent Find solution to open points For less model dependent measurements: Higher energy (collider) – need high luminosity For ep or  p: Measure pol. photon PDFs Clean process (prompt photon at RHIC?) and/or heavy quarks (open charm?)