Eur. Phys. J. C 17, 207–222 (2000)
Digital Object Identifier (DOI) 10.1007/s100520000449
THE EUROPEAN
PHYSICAL JOURNAL C
Società Italiana di Fisica
c
Springer-Verlag 2000
Identified charged particles in quark and gluon jets
The DELPHI Collaboration
P. Abreu22 , W. Adam52 , T. Adye38 , P. Adzic12 , Z. Albrecht18 , T. Alderweireld2 , G.D. Alekseev17 , R. Alemany51 ,
T. Allmendinger18 , P.P. Allport23 , S. Almehed25 , U. Amaldi9,29 , N. Amapane47 , S. Amato49 , E.G. Anassontzis3 ,
P. Andersson46 , A. Andreazza9 , S. Andringa22 , P. Antilogus26 , W-D. Apel18 , Y. Arnoud9 , B. Åsman46 , J-E. Augustin26 ,
A. Augustinus9 , P. Baillon9 , A. Ballestrero47 , P. Bambade20 , F. Barao22 , G. Barbiellini48 , R. Barbier26 , D.Y. Bardin17 ,
G. Barker18 , A. Baroncelli40 , M. Battaglia16 , M. Baubillier24 , K-H. Becks54 , M. Begalli6 , A. Behrmann54 ,
P. Beilliere8 , Yu. Belokopytov9 , K. Belous44 , N.C. Benekos33 , A.C. Benvenuti5 , C. Berat15 , M. Berggren24 ,
D. Bertrand2 , M. Besancon41 , M. Bigi47 , M.S. Bilenky17 , M-A. Bizouard20 , D. Bloch10 , H.M. Blom32 , M. Bonesini29 ,
M. Boonekamp41 , P.S.L. Booth23 , A.W. Borgland4 , G. Borisov20 , C. Bosio43 , O. Botner50 , E. Boudinov32 , B. Bouquet20 ,
C. Bourdarios20 , T.J.V. Bowcock23 , I. Boyko17 , I. Bozovic12 , M. Bozzo14 , M. Bracko45 , P. Branchini40 , R.A. Brenner50 ,
P. Bruckman9 , J-M. Brunet8 , L. Bugge34 , T. Buran34 , B. Buschbeck52 , P. Buschmann54 , S. Cabrera51 , M. Caccia28 ,
M. Calvi29 , T. Camporesi9 , V. Canale39 , F. Carena9 , L. Carroll23 , C. Caso14 , M.V. Castillo Gimenez51 , A. Cattai9 ,
F.R. Cavallo5 , V. Chabaud9 , M. Chapkin44 , Ph. Charpentier9 , P. Checchia37 , G.A. Chelkov17 , R. Chierici47 ,
P. Chliapnikov9,44 , P. Chochula7 , V. Chorowicz26 , J. Chudoba31 , K. Cieslik19 , P. Collins9 , R. Contri14 , E. Cortina51 ,
G. Cosme20 , F. Cossutti9 , H.B. Crawley1 , D. Crennell38 , S. Crepe15 , G. Crosetti14 , J. Cuevas Maestro35 , S. Czellar16 ,
M. Davenport9 , W. Da Silva24 , G. Della Ricca48 , P. Delpierre27 , N. Demaria9 , A. De Angelis48 , W. De Boer18 ,
C. De Clercq2 , B. De Lotto48 , A. De Min37 , L. De Paula49 , H. Dijkstra9 , L. Di Ciaccio9,39 , J. Dolbeau8 , K. Doroba53 ,
M. Dracos10 , J. Drees54 , M. Dris33 , A. Duperrin26 , J-D. Durand9 , G. Eigen4 , T. Ekelof50 , G. Ekspong46 , M. Ellert50 ,
M. Elsing9 , J-P. Engel10 , M. Espirito Santo9 , G. Fanourakis12 , D. Fassouliotis12 , J. Fayot24 , M. Feindt18 , A. Ferrer51 ,
E. Ferrer-Ribas20 , F. Ferro14 , S. Fichet24 , A. Firestone1 , U. Flagmeyer54 , H. Foeth9 , E. Fokitis33 , F. Fontanelli14 ,
B. Franek38 , A.G. Frodesen4 , R. Fruhwirth52 , F. Fulda-Quenzer20 , J. Fuster51 , A. Galloni23 , D. Gamba47 , S. Gamblin20 ,
M. Gandelman49 , C. Garcia51 , C. Gaspar9 , M. Gaspar49 , U. Gasparini37 , Ph. Gavillet9 , E.N. Gazis33 , D. Gele10 ,
T. Geralis12 , N. Ghodbane26 , I. Gil51 , F. Glege54 , R. Gokieli9,53 , B. Golob9,45 , G. Gomez-Ceballos42 , P. Goncalves22 ,
I. Gonzalez Caballero42 , G. Gopal38 , L. Gorn1 , Yu. Gouz44 , V. Gracco14 , J. Grahl1 , E. Graziani40 , P. Gris41 ,
G. Grosdidier20 , K. Grzelak53 , J. Guy38 , C. Haag18 , F. Hahn9 , S. Hahn54 , S. Haider9 , A. Hallgren50 , K. Hamacher54 ,
J. Hansen34 , F.J. Harris36 , F. Hauler18 , V. Hedberg9,25 , S. Heising18 , J.J. Hernandez51 , P. Herquet2 , H. Herr9 ,
T.L. Hessing36 , J.-M. Heuser54 , E. Higon51 , S-O. Holmgren46 , P.J. Holt36 , S. Hoorelbeke2 , M. Houlden23 , J. Hrubec52 ,
M. Huber18 , K. Huet2 , G.J. Hughes23 , K. Hultqvist9,46 , J.N. Jackson23 , R. Jacobsson9 , P. Jalocha19 , R. Janik7 ,
Ch. Jarlskog25 , G. Jarlskog25 , P. Jarry41 , B. Jean-Marie20 , D. Jeans36 , E.K. Johansson46 , P. Jonsson26 , C. Joram9 ,
P. Juillot10 , L. Jungermann18 , F. Kapusta24 , K. Karafasoulis12 , S. Katsanevas26 , E.C. Katsoufis33 , R. Keranen18 ,
G. Kernel45 , B.P. Kersevan45 , Yu. Khokhlov44 , B.A. Khomenko17 , N.N. Khovanski17 , A. Kiiskinen16 , B. King23 ,
A. Kinvig23 , N.J. Kjaer9 , O. Klapp54 , H. Klein9 , P. Kluit32 , P. Kokkinias12 , V. Kostioukhine44 , C. Kourkoumelis3 ,
O. Kouznetsov17 , M. Krammer52 , E. Kriznic45 , Z. Krumstein17 , P. Kubinec7 , J. Kurowska53 , K. Kurvinen16 ,
J.W. Lamsa1 , D.W. Lane1 , P. Langefeld54 , V. Lapin44 , J-P. Laugier41 , R. Lauhakangas16 , G. Leder52 , F. Ledroit15 ,
V. Lefebure2 , L. Leinonen46 , A. Leisos12 , R. Leitner31 , G. Lenzen54 , V. Lepeltier20 , T. Lesiak19 , M. Lethuillier41 ,
J. Libby36 , W. Liebig54 , D. Liko9 , A. Lipniacka9,46 , I. Lippi37 , B. Loerstad25 , J.G. Loken36 , J.H. Lopes49 , J.M. Lopez42 ,
R. Lopez-Fernandez15 , D. Loukas12 , P. Lutz41 , L. Lyons36 , J. MacNaughton52 , J.R. Mahon6 , A. Maio22 , A. Malek54 ,
T.G.M. Malmgren46 , S. Maltezos33 , V. Malychev17 , F. Mandl52 , J. Marco42 , R. Marco42 , B. Marechal49 , M. Margoni37 ,
J-C. Marin9 , C. Mariotti9 , A. Markou12 , C. Martinez-Rivero20 , F. Martinez-Vidal51 , S. Marti i Garcia9 , J. Masik13 ,
N. Mastroyiannopoulos12 , F. Matorras42 , C. Matteuzzi29 , G. Matthiae39 , F. Mazzucato37 , M. Mazzucato37 ,
M. Mc Cubbin23 , R. Mc Kay1 , R. Mc Nulty23 , G. Mc Pherson23 , C. Meroni28 , W.T. Meyer1 , E. Migliore9 ,
L. Mirabito26 , W.A. Mitaroff52 , U. Mjoernmark25 , T. Moa46 , M. Moch18 , R. Moeller30 , K. Moenig9,11 , M.R. Monge14 ,
D. Moraes49 , X. Moreau24 , P. Morettini14 , G. Morton36 , U. Mueller54 , K. Muenich54 , M. Mulders32 , C. MuletMarquis15 , R. Muresan25 , W.J. Murray38 , B. Muryn19 , G. Myatt36 , T. Myklebust34 , F. Naraghi15 , M. Nassiakou12 ,
F.L. Navarria5 , S. Navas51 , K. Nawrocki53 , P. Negri29 , N. Neufeld9 , R. Nicolaidou41 , B.S. Nielsen30 , P. Niezurawski53 ,
M. Nikolenko10,17 , V. Nomokonov16 , A. Nygren25 , V. Obraztsov44 , A.G. Olshevski17 , A. Onofre22 , R. Orava16 ,
G. Orazi10 , K. Osterberg16 , A. Ouraou41 , M. Paganoni29 , S. Paiano5 , R. Pain24 , R. Paiva22 , J. Palacios36 , H. Palka19 ,
Th.D. Papadopoulou9,33 , L. Pape9 , C. Parkes9 , F. Parodi14 , U. Parzefall23 , A. Passeri40 , O. Passon54 , T. Pavel25 ,
M. Pegoraro37 , L. Peralta22 , M. Pernicka52 , A. Perrotta5 , C. Petridou48 , A. Petrolini14 , H.T. Phillips38 , F. Pierre41 ,
M. Pimenta22 , E. Piotto28 , T. Podobnik45 , M.E. Pol6 , G. Polok19 , P. Poropat48 , V. Pozdniakov17 , P. Privitera39 ,
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The DELPHI Collaboration: Identified charged particles in quark and gluon jets
N. Pukhaeva17 , A. Pullia29 , D. Radojicic36 , S. Ragazzi29 , H. Rahmani33 , J. Rames13 , P.N. Ratoff21 , A.L. Read34 ,
P. Rebecchi9 , N.G. Redaelli29 , M. Regler52 , J. Rehn18 , D. Reid32 , R. Reinhardt54 , P.B. Renton36 , L.K. Resvanis3 ,
F. Richard20 , J. Ridky13 , G. Rinaudo47 , I. Ripp-Baudot10 , O. Rohne34 , A. Romero47 , P. Ronchese37 , E.I. Rosenberg1 ,
P. Rosinsky7 , P. Roudeau20 , T. Rovelli5 , Ch. Royon41 , V. Ruhlmann-Kleider41 , A. Ruiz42 , H. Saarikko16 , Y. Sacquin41 ,
A. Sadovsky17 , G. Sajot15 , J. Salt51 , D. Sampsonidis12 , M. Sannino14 , Ph. Schwemling24 , B. Schwering54 ,
U. Schwickerath18 , F. Scuri48 , P. Seager21 , Y. Sedykh17 , F. Seemann54 , A.M. Segar36 , N. Seibert18 , R. Sekulin38 ,
R.C. Shellard6 , M. Siebel54 , L. Simard41 , F. Simonetto37 , A.N. Sisakian17 , G. Smadja26 , O. Smirnova25 , G.R. Smith38 ,
A. Solovianov44 , A. Sopczak18 , R. Sosnowski53 , T. Spassov22 , E. Spiriti40 , S. Squarcia14 , C. Stanescu40 , S. Stanic45 ,
M. Stanitzki18 , K. Stevenson36 , A. Stocchi20 , J. Strauss52 , R. Strub10 , B. Stugu4 , M. Szczekowski53 , M. Szeptycka53 ,
T. Tabarelli29 , A. Taffard23 , O. Tchikilev44 , F. Tegenfeldt50 , F. Terranova29 , J. Thomas36 , J. Timmermans32 ,
N. Tinti5 , L.G. Tkatchev17 , M. Tobin23 , S. Todorova9 , A. Tomaradze2 , B. Tome22 , A. Tonazzo9 , L. Tortora40 ,
P. Tortosa51 , G. Transtromer25 , D. Treille9 , G. Tristram8 , M. Trochimczuk53 , C. Troncon28 , M-L. Turluer41 ,
I.A. Tyapkin17 , P. Tyapkin25 , S. Tzamarias12 , O. Ullaland9 , V. Uvarov44 , G. Valenti9,5 , E. Vallazza48 , P. Van Dam32 ,
W. Van den Boeck2 , J. Van Eldik9,32 , A. Van Lysebetten2 , N. van Remortel2 , I. Van Vulpen32 , G. Vegni28 ,
L. Ventura37 , W. Venus38,9 , F. Verbeure2 , P. Verdier26 , M. Verlato37 , L.S. Vertogradov17 , V. Verzi28 , D. Vilanova41 ,
L. Vitale48 , E. Vlasov44 , A.S. Vodopyanov17 , G. Voulgaris3 , V. Vrba13 , H. Wahlen54 , C. Walck46 , A.J. Washbrook23 ,
C. Weiser9 , D. Wicke54 , J.H. Wickens2 , G.R. Wilkinson36 , M. Winter10 , M. Witek19 , G. Wolf9 , J. Yi1 , O. Yushchenko44 ,
A. Zalewska19 , P. Zalewski53 , D. Zavrtanik45 , E. Zevgolatakos12 , N.I. Zimin17,25 , A. Zintchenko17 , Ph. Zoller10 ,
G.C. Zucchelli46 , G. Zumerle37
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Department of Physics and Astronomy, Iowa State University, Ames IA 50011-3160, USA
Physics Department, Univ. Instelling Antwerpen, Universiteitsplein 1, 2610 Antwerpen, Belgium
and IIHE, ULB-VUB, Pleinlaan 2, 1050 Brussels, Belgium
and Faculté des Sciences, Univ. de l’Etat Mons, Av. Maistriau 19, 7000 Mons, Belgium
Physics Laboratory, University of Athens, Solonos Str. 104, 10680 Athens, Greece
Department of Physics, University of Bergen, Allégaten 55, 5007 Bergen, Norway
Dipartimento di Fisica, Università di Bologna and INFN, Via Irnerio 46, 40126 Bologna, Italy
Centro Brasileiro de Pesquisas Fı́sicas, rua Xavier Sigaud 150, 22290 Rio de Janeiro, Brazil
and Depto. de Fı́sica, Pont. Univ. Católica, C.P. 38071, 22453 Rio de Janeiro, Brazil
and Inst. de Fı́sica, Univ. Estadual do Rio de Janeiro, rua São Francisco Xavier 524, Rio de Janeiro, Brazil
Comenius University, Faculty of Mathematics and Physics, Mlynska Dolina, 84215 Bratislava, Slovakia
Collège de France, Lab. de Physique Corpusculaire, IN2P3-CNRS, 75231 Paris Cedex 05, France
CERN, 1211 Geneva 23, Switzerland
Institut de Recherches Subatomiques, IN2P3 - CNRS/ULP - BP20, 67037 Strasbourg Cedex, France
Now at DESY-Zeuthen, Platanenallee 6, 15735 Zeuthen, Germany
Institute of Nuclear Physics, N.C.S.R. Demokritos, P.O. Box 60228, 15310 Athens, Greece
FZU, Inst. of Phys. of the C.A.S. High Energy Physics Division, Na Slovance 2, 180 40, Praha 8, Czech Republic
Dipartimento di Fisica, Università di Genova and INFN, Via Dodecaneso 33, 16146 Genova, Italy
Institut des Sciences Nucléaires, IN2P3-CNRS, Université de Grenoble 1, 38026 Grenoble Cedex, France
Helsinki Institute of Physics, HIP, P.O. Box 9, 00014 Helsinki, Finland
Joint Institute for Nuclear Research, Dubna, Head Post Office, P.O. Box 79, RU-101 000 Moscow, Russian Federation
Institut für Experimentelle Kernphysik, Universität Karlsruhe, Postfach 6980, 76128 Karlsruhe, Germany
Institute of Nuclear Physics and University of Mining and Metalurgy, Ul. Kawiory 26a, 30055 Krakow, Poland
Université de Paris-Sud, Lab. de l’Accélérateur Linéaire, IN2P3-CNRS, Bât. 200, 91405 Orsay Cedex, France
School of Physics and Chemistry, University of Lancaster, Lancaster LA1 4YB, UK
LIP, IST, FCUL - Av. Elias Garcia, 14-1o , 1000 Lisboa Codex, Portugal
Department of Physics, University of Liverpool, P.O. Box 147, Liverpool L69 3BX, UK
LPNHE, IN2P3-CNRS, Univ. Paris VI et VII, Tour 33 (RdC), 4 place Jussieu, 75252 Paris Cedex 05, France
Department of Physics, University of Lund, Sölvegatan 14, 223 63 Lund, Sweden
Université Claude Bernard de Lyon, IPNL, IN2P3-CNRS, 69622 Villeurbanne Cedex, France
Univ. d’Aix - Marseille II - CPP, IN2P3-CNRS, 13288 Marseille Cedex 09, France
Dipartimento di Fisica, Università di Milano and INFN-MILANO, Via Celoria 16, 20133 Milan, Italy
Dipartimento di Fisica, Univ. di Milano-Bicocca and INFN-MILANO, Piazza delle Scienze 2, 20126 Milan, Italy
Niels Bohr Institute, Blegdamsvej 17, 2100 Copenhagen Ø, Denmark
IPNP of MFF, Charles Univ., Areal MFF, V Holesovickach 2, 180 00, Praha 8, Czech Republic
NIKHEF, Postbus 41882, 1009 DB Amsterdam, The Netherlands
National Technical University, Physics Department, Zografou Campus, 15773 Athens, Greece
Physics Department, University of Oslo, Blindern, 1000 Oslo 3, Norway
Dpto. Fisica, Univ. Oviedo, Avda. Calvo Sotelo s/n, 33007 Oviedo, Spain
Department of Physics, University of Oxford, Keble Road, Oxford OX1 3RH, UK
Dipartimento di Fisica, Università di Padova and INFN, Via Marzolo 8, 35131 Padua, Italy
Rutherford Appleton Laboratory, Chilton, Didcot OX11 OQX, UK
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
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Dipartimento di Fisica, Università di Roma II and INFN, Tor Vergata, 00173 Rome, Italy
Dipartimento di Fisica, Università di Roma III and INFN, Via della Vasca Navale 84, 00146 Rome, Italy
DAPNIA/Service de Physique des Particules, CEA-Saclay, 91191 Gif-sur-Yvette Cedex, France
Instituto de Fisica de Cantabria (CSIC-UC), Avda. los Castros s/n, 39006 Santander, Spain
Dipartimento di Fisica, Università degli Studi di Roma La Sapienza, Piazzale Aldo Moro 2, 00185 Rome, Italy
Inst. for High Energy Physics, Serpukov P.O. Box 35, Protvino, (Moscow Region), Russian Federation
J. Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia and Laboratory for Astroparticle Physics,
Nova Gorica Polytechnic, Kostanjeviska 16a, 5000 Nova Gorica, Slovenia,
and Department of Physics, University of Ljubljana, 1000 Ljubljana, Slovenia
Fysikum, Stockholm University, Box 6730, 113 85 Stockholm, Sweden
Dipartimento di Fisica Sperimentale, Università di Torino and INFN, Via P. Giuria 1, 10125 Turin, Italy
Dipartimento di Fisica, Università di Trieste and INFN, Via A. Valerio 2, 34127 Trieste, Italy
and Istituto di Fisica, Università di Udine, 33100 Udine, Italy
Univ. Federal do Rio de Janeiro, C.P. 68528 Cidade Univ., Ilha do Fundão 21945-970 Rio de Janeiro, Brazil
Department of Radiation Sciences, University of Uppsala, P.O. Box 535, 751 21 Uppsala, Sweden
IFIC, Valencia-CSIC, and D.F.A.M.N., U. de Valencia, Avda. Dr. Moliner 50, 46100 Burjassot (Valencia), Spain
Institut für Hochenergiephysik, Österr. Akad. d. Wissensch., Nikolsdorfergasse 18, 1050 Vienna, Austria
Inst. Nuclear Studies and University of Warsaw, Ul. Hoza 69, 00681 Warsaw, Poland
Fachbereich Physik, University of Wuppertal, Postfach 100 127, 42097 Wuppertal, Germany
Received: 24 January 2000 / Revised version: 15 May 2000 /
c Springer-Verlag 2000
Published online: 8 September 2000 –
Abstract. A sample of 2.2 million hadronic Z decays, selected from the data recorded by the Delphi
detector at Lep during 1994–1995 was used for an improved measurement of inclusive distributions of
π + , K + and p and their antiparticles in gluon and quark jets. The production spectra of the individual
identified particles were found to be softer in gluon jets compared to quark jets, with a higher multiplicity
in gluon jets as observed for inclusive charged particles. A significant proton enhancement in gluon jets is
observed indicating that baryon production proceeds directly from colour objects. The maxima, ξ ∗ , of the
ξ-distributions for kaons in gluon and quark jets are observed to be different.
1 Introduction
The different colour charges of quarks and gluons lead to
specific differences in the particle multiplicity, the energy
spectrum and the angular distributions of the corresponding jets. Beyond the study of these differences [1], which
are related to the perturbative properties of QCD1 elementary fields, the comparison of gluon and quark jets
opens up the possibility to infer properties of the nonperturbative formation of hadrons directly.
The study of ratios of identified (π ± , K ± , p(p̄)) particle
distributions in gluon (g) and quark (q) jets is the main
subject of this paper.
Gluon jets are selected in bb̄g events by tagging the
b quarks using techniques based on the large impact parameters of tracks coming from heavy particle decays. The
Ring Imaging Cherenkov Counters (RICH) of the Delphi detector provide particle identification over a wide
momentum range in combination with the ionization loss
measurement of the Time Projection Chamber (TPC) and
so allow a detailed comparison of identified particle spectra in gluon and quark jets. These are used for a detailed
test of QCD based fragmentation models and also to check
MLLA2 and LPHD3 predictions [2].
1
2
3
QuantumChromoDynamics
Modified Leading Log Approximation
Local Parton Hadron Duality
This paper is organized as follows. In Sect. 2 the
hadronic event selection, the quark/gluon separation, and
the particle identification are described briefly. The experimental results are presented and compared with the
predictions of models in Sect. 3. Finally a summary and
conclusions are presented in Sect. 4.
2 Experimental technique and event sample
A description of the Delphi detector, together with a description of its performance, can be found in [3].
2.1 Event selections
The data collected by Delphi during 1994-1995 are considered in the present analysis, during which time the
RICH [3] detectors (the main particle identification detectors) were fully operational and the Vertex detector
was equipped with a three-dimensional readout. The cuts
applied to charged and neutral particles and to events in
order to select hadronic Z decays are identical to those
given in [4] and [5]. The data sample passing the selection of hadronic events contained 1,775,230 events with a
small contamination (< 0.7%) arising from τ + τ − pairs,
beam-gas scattering and γγ interactions [3].
The influence of the detector performance on the analysis was studied with the full Delphi simulation program,
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The DELPHI Collaboration: Identified charged particles in quark and gluon jets
jet axis, visible jet energy per jet and number of particles
in each jet) are applied to the three-jet event samples, as
in [4]. The number of three-jet events in the Mercedes and
Y samples is 11,685 and 110,628 respectively.
2.2 Quark and gluon jet identification
Fig. 1a,b. Event topologies of symmetric Y events and Mercedes events; θi are the angles between the jets after projection
into the event plane
Delsim [3]. Events generated with the Jetset 7.3 Parton
Shower (PS) model [6], with parameters tuned by Delphi [7], were passed through Delsim and processed with
the same reconstruction and analysis programs as the real
data.
Three-jet events were clustered using the Durham algorithm [8] with a jet resolution parameter ycut = 0.015.
The value used for the cut-off was optimized using the
Jetset 7.3 PS model, by maximizing the statistics available and the quark/gluon purity attained for the three-jet
event samples [9].
The jet axes were projected onto the event plane, defined as the plane perpendicular to the smallest sphericity
eigenvector obtained
from the quadratic momentum tenn
sor, Mαβ = i=1 piα piβ . The jets were numbered in decreasing order of jet energy, where the energy of each jet
is calculated from the angles between the jets assuming
massless kinematics:
Ejcalc =
√
sinθj
s,
sinθ1 + sinθ2 + sinθ3
j = 1, 2, 3 ,
(1)
where θj is the interjet angle as defined in Fig. 1.
For a detailed comparison of quark and gluon jet properties, it is necessary to obtain samples of quark and gluon
jets with similar kinematics and the same underlying
scales [10]. To fulfill this condition, two different event
topologies were used, as illustrated in Fig. 1:
– mirror symmetric events, with θ2 and θ3 ∈ [150◦ −
15◦ , 150◦ + 15◦ ],
subsequently called Y events, and
– three-fold symmetric events, with θ2 and θ3 ∈ [120◦ −
15◦ , 120◦ + 15◦ ],
subsequently called Mercedes events.
For Y events only the low energy jets (jets 2 and 3
in Fig. 1) were used in the analysis. For Mercedes events
all jets were used in the analysis. The appropriate scale
for these jets, equivalent to the e+ e− beam energy can be
approximated by κ = Ejet sin θ1 /2 [10]. Mercedes events
are mainly used to study the scale dependence of particle
production.
In order to enhance the contribution from events with
three well-defined jets attributed to q q̄g production, further cuts (sum of angles between jet, polar angle of each
The identification of gluon jets by anti-tagging of heavy
quark jets is identical to that described in [4]. Heavy quark
tagging is based on large impact parameters with respect
to the primary vertex due to the long lifetime of the heavy
particles.
The efficiency and purity calculations were made using
events generated by the Jetset 7.3 Monte Carlo model
tuned to Delphi data [7] and passed through Delsim.
Even in simulated events, the assignment of parton
flavours to the jets is not unique, as the decay history
is interrupted by the building of strings in models such
as Jetset or by the parton assignment of clusters in the
case of Herwig. Thus two independent ways of defining
the gluon jet in the fully simulated events were investigated. The first method assumed that the jet which has
the largest angle to hadrons containing heavy quarks is
the gluon induced jet4 (angle assignment) and in the second method the jet containing the fewest decay particles
from the heavy hadrons was assigned to the gluon (history
assignment). Both methods give similar results and therefore the purities can be estimated with small systematic
uncertainties [5].
Gluon jet purities of ∼ 82% for Y events and Mercedes
events were achieved. Here the purity is defined as the
ratio of correctly identified gluon jets to the total number
of jets tagged as gluons. There are 24,449 events with an
identified gluon jet in the case of Y events and 1,806 in
the case of Mercedes events.
2.2.1 Corrections
Table 1 shows the fractions of “light” quark, b quark and
gluon jets in the three different jet classes entering the
analysis of Y and Mercedes events. The classes are normal
mixture jets, gluon tagged jets and b-tagged jets. “Light”
quark denotes here a mixture of dus and c quarks. The jets
of the normal mixture are taken from events in which the
heavy hadron tag failed. Therefore they are predominantly
unidentified dusc quark and gluon jets. Denoting a data
bin of an observable of a pure gluon, light or b quark jet
sample with Rg , Rdusc and Rb respectively, the measured
observables in the three tagged classes Rgtag , Rbtag and
Rmix can be written as:
g
b
Rmix = pdusc
mix · Rdusc + pmix · Rb + pmix · Rg
g
b
Rbtag = pdusc
btag · Rdusc + pbtag · Rb + pbtag · Rg
Rgtag =
pdusc
gtag
· Rdusc +
pbgtag
· Rb +
pggtag
(2)
· Rg
4
There are almost always only two heavy hadrons in an
event, because the g → q q̄ splitting into heavy quarks is
strongly suppressed
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
211
Table 1. Compositions of different jet classes in Y and Mercedes events. The statistical errors are smaller than 1%
Y
quark content (dusc)
b quark content
gluon content
49.5%
25.1%
13.7%
1.6%
58.2%
4.2%
48.9%
16.6%
82.0%
quark content (dusc)
b quark content
gluon content
64.2%
17.3%
11.1%
2.3%
73.6%
6.8%
33.3%
9.1%
81.8%
normal mixture
b tagged jets
gluon tagged jets
Mercedes
normal mixture
b tagged jets
gluon tagged jets
Table 2. Application ranges of the detectors for particle identification
0.3 - 0.7
π
K
0.7 - 0.9
TPC
LRICH S
TPC
p
Momentum Range [GeV /c]
0.9 - 1.3
1.3 - 2.7
2.7 - 9.0
TPC
LRICH S(V)
GRICH S(V)
TPC
+
LRICH V
GRICH V
+
LRICH S
LRICH S
RM C
RM C+detector
GRICH V
+
LRICH S
GRICH S
GRICH V
GRICH S
Identification by measurement of the energy loss
Signal (Veto)-Identification with the liquid RICH
Signal (Veto)-Identification with the gas RICH
where the pji are the fractions as e.g. shown in Table 1.
The observables for the pure samples can then be obtained
by solving equation 2 for Rg , Rl and Rb . The statistical
errors on the fractions pji are less than 1% and are fully
propagated with only a small effect on the total errors.
Instead of the “light” quark sample containing dus and
c quarks, a general quark sample containing dusc and b
quarks can be deduced by setting pxbtag = 0 and adding
b
dusc
pbmix to pdusc
mix and pgtag to pgtag , reducing equation 2 to
a 2 × 2 matrix equation. In a similar way the light quark
sample can be reduced to only containing dus but no c
quarks by hardening the heavy hadron tag and treating
the c quarks like b quarks in the Monte-Carlo. This leads
to the pure observables Rg , Rdus and Rcb which are related
to the measured observables Rgtag , Rbtag and Rmix in the
same way as before but with different pji . To correct for
the limited detector acceptance, secondary reinteraction
of particles and resolution of the detector, an acceptance
correction factor
C acc =
16.0 - 45.0
GRICH S
LRICH S
TPC
9.0 -16.0
(3)
is also applied to the data bin by bin for each distribution.
Here RM C denotes pure model distributions (referring to
“light” quark and gluon jets) and RM C+detector denotes
the full simulation including detector effects treated like
the data. Long lived particles like the K 0 and the Λ0 were
considered as instable when computing model distributions.
2.3 Identification of final state particles
For the measurement of the π + , K + and proton content in
jets a combined tagging procedure based on the Cherenkov
angle measurement in the RICH detector and on the ionization energy loss (dE/dx) in the TPC was applied which
is described in detail in [3].
The combined application of TPC and RICH allows a
continuous particle identification in the momentum range
of 0.3-45.0 GeV/c. Table 2 shows which detectors were
used to identify pions, kaons, and protons depending on
their momentum.
An algorithm was developed to obtain an optimal combination of the particle identification possibilities of the
TPC and the RICH. It combines the probabilities for the
particle identification with the TPC and the RICH by
a simple multiplication and renormalization, and predefines three different identification classes, loose, standard,
and tight, by using well chosen cuts on this combined
probability distribution. These cuts for the particle identification probabilities allow particle identification performances with different purities R and efficiencies ε:
212
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
dE/dxexpected
3
dE/dx
2.5
p
K
2
1.5
π
µ
ΘC expected [rad]
1
0.6
e
a)
e
µ
liq.
liquid (ΘC )
π
0.4
gas
b)
K
gas (ΘC * 5)
p
e
π
0.2
K
p
efficiency εi i
µ
εππ
εK
K
εpp
1
0.75
0.5
c)
0.25
0
1
Rij =
# of particles of kind i identified as kind j
,
# of all particles identified as kind j
εji =
# of particles of kind i identified as kind j
.
# of all particles of kind i
Figure 2 shows the efficiency of the combined particle
identification of pions, kaons, and protons as a function of
the momentum of the particle. The curves of the expected
energy loss and the Cherenkov angle, θC , are shown in the
upper part of Fig. 2.
Figure 3 shows the resulting purities of the particle
identification for Y events. To keep the influence of particle
reinteractions in the detector material small, this distribution is restricted to negatively charged particles in the
momentum range p < 2.7GeV /c (for details see [5]). The
purity matrix is predominantly diagonal (Fig. 3a,f,k). The
most important, however still negligible background for
10
p [GeV/c]
Fig. 2a–c. Curves of expected values and efficiencies of the particle
identification; a shows the curve of
the expected values for specific ionization for pions (π), kaons (K),
protons (p), muons (µ), and electrons (e) as a function of the momentum. b shows the curve of the
expected values for the Cherenkov
angle θC in the liquid and gas radiator for the same particle hypotheses. θC Gas was multiplied by
a factor 5. The curves begin at
p = 0.3GeV/c for the liquid radiator and at 1.7GeV/c for the gas
radiator. c shows the resulting efficiencies for Y events for the standard identification of pions, kaons
and protons in the barrel of Delphi for the 1994-95 data. Light vertical lines in all plots indicate the
threshold-momenta of π, K and p
identification in the two RICH radiators
the pion reconstruction stems from electrons and muons.
An exception are energetic electrons and muons from
semileptonic hadron decays in b (and c) jets with an identification rate up to 20%. The main background for the kaon
selection are pions. A kaon identification purity of ∼ 70%
is achieved. As the kaon production rate is almost one order of magnitude smaller than the pion production rate in
hadronic Z decays, this implies a very efficient pion suppression. The lower proton identification purity in b jets
is mainly due to the higher probability to identify kaons
as protons because of the higher K multiplicity in b jets.
Acceptance correction of the spectra of identified particles
From the measured particle spectra Iπ , IK , and Ip of identified particles one obtains the spectra of pure hadrons
Sπ , SK , and Sp by solving the equation system:
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
Gen. K±
a)
1
0.75
0.5
0.25
0
1
0.75
0.5
0.25
0
1
0.75
0.5
0.25
0
_
Gen. ¬(πKp)
Gen. pp
b)
Normal mixturec)
d)
Tagged Gluons
Tagged b-Quarks
Id. π±
Purity
Gen. π±
213
f)
g)
h)
i)
j)
k)
l)
Id. K±
e)
_
Id. pp
1
10
1
10
εππ επK επp
Iπ
Sπ
K K
IK = εK
π ε K ε p · SK .
Ip
εpπ εpK εpp
Sp
1
10
(4)
This correction is applied before the correction of the jet
purity. The values εii denote the efficiencies that the particles i are identified correctly; the values εji with i = j
are proportional to the background of particle class j. A
correction for secondary reinteraction of particles in the
detector material was included in the overall correction
factor Equation 3.
3 Results
For identified particles in quark and gluon jets the multiplicty and the semi-inclusive distributions as function of
the momentum p, ξp = ln 1/xp = ln pjet /p and the raE+p
pidity η = ln E−p with respect to the jet axis have been
measured. For each particle also the Ratio between gluon
and quark jets R and the normalized ratio R′ = R/rch
of each of the observables have been studied, where rch
denotes the corresponding ratio obtained for all charged
particles.
Note that the particle multiplicity of jets is not a well
defined subject which depends on details of the jet definition influencing the assignment of low momentum particles to the jets. The given results on multiplicities and also
the particle distribution corresponding to very small momenta therefore always refer to the jet definition specified
in Sect. 2.1.
Special emphasis here lies on the measurement of ratios
in gluon to quark jets R as in these ratios the systematic
1
10
p [GeV/c]
Fig. 3a–l. Purity of the particle identification in Y events. Here ‘Gen.’ denotes the generated flavour of the particle and ‘Id.’ denotes the tagged particle
flavour. ¬ means not
error is considerably reduced as most of the systematic un′
certainties cancel out. The double ratios R stress particle
specific differences between gluon and quark jets.
In this analysis gluon jets are in general compared to
a “duscb” quark jet reference sample. The flavour mix of
this sample is that of hadronic Z decays. For the comparison of particle multiplicities also reference samples were
used where the b events (“dusc”) and all heavy quark
events (“dus”) were removed.
3.1 Multiplicities
In Fig. 4 we present the mean multiplicities Nq and Ng for
identified particles in quark and gluon jets respectively,
as well as their ratio, R = Ng /Nq , and the normalized
multiplicity ratios, R′ = R/rch .
The multiplicities measured in quark jets for identified hadrons and for all charged hadrons depend on the
composition of the quark flavours within the quark jet
sample. The values obtained for the multiplicities Ng and
Nq and the ratios R resp. R′ are given in Table 3. The
determination of the systematic errors is described below.
In Table 4 the normalized multiplicity ratios R′ are compared to the predictions from the Monte Carlo simulations
for Y and Mercedes events. The data show a significant
proton enhancement in gluon jets for Y events. A similar enhancement, although less significant, is also seen in
′
Mercedes events. The slight change observed for RK
and
′
Rp (see Table 3) for different flavour compositions can be
understood due to a stronger K production and a depleted
proton production in events with heavy quarks.
Simulations with statistics superior to the data based
on the Jetset 7.4 PS model, Ariadne 4.08 [11], and
214
π
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
a)
b)
π
c)
K
K
p
p
±
X
X
1
10
1
<NX>q
<NX>g
d)
π
1
10
±
2
RX = <NX>g / <NX>q
DELPHI, Quark=duscb
Jetset 7.4, def. bary. prod.
Jetset 7.4
K
Jetset 7.3
Ariadne 4.06
p
Herwig 5.8C
Fig. 4a–d. Mean multiplicities NX and
ratios of multiplicities RX for identified
particles X in quark and gluon jets of
Y events compared to different Monte
Carlo models
Herwig 5.8 [12] with parameters tuned by Delphi [7]
are compared to the data. Herwig underestimates both
the kaon and the proton production in gluon jets. In contrast Jetset and Ariadne5 tend to overestimate the proton production in gluon jets. The Jetset model with default baryon production6 deviates less. The difference to
the other model is that here the extra suppression at the
string end, which had been introduced to describe baryon
production at large scaled momenta better [7], is inactive.
The excess of baryon production in gluon jets indicates
that baryons are directly produced from a colour string
and not via intermediate colour and baryon number neutral clusters. This is discussed in more detail in Sect. 3.4.
As a cross-check the summed multiplicity ratio
Rπ± +p± +K ± was calculated. A value of 1.21 ± 0.01 was
obtained in the case of Y events and 1.29 ± 0.02 in the
case of Mercedes events. Both numbers are in good agreement with a direct measurement of this ratio [14] (Y:
1.235 ± 0.030, Mercedes: 1.276 ± 0.059).
For completeness Table 5 shows a comparison with
measurements of other experiments. A significant excess of
proton production was observed by Argus [13] and Opal
[14]. No quantitative comparison is, however, possible due
to the different energies or event topologies.
0.5
0.75
1
1.25
1.5
1.75
R'X= RX / rch
5
Note that Ariadne employs
hadronization model of Jetset
6
different from [7] mstj(12) = 2
the
non-perturbative
Systematic errors
Table 6 summarizes the influences of the most important
sources of systematic error for the determination of the
multiplicities and their ratios. To obtain systematic errors
comparable with the statistical errors, half the difference
of the value obtained when a parameter is modified from
its central value is quoted as the systematic uncertainty.
The single errors are added quadratically. The following
sources of systematic uncertainties were examined.
1. Decays of K 0 , Λ0
It was examined whether the ratios of the production
rates of pions, kaons and protons in quark and gluon
jets are influenced by KS0 and Λ0 decays. These decays are reconstructed with the program Mammoth
[15] for the data and detector simulation. At the generated level of the simulation, these particles have been
treated as stable particles.
2. Secondary interactions
Another source of uncertainty stems from particles
produced in reinteractions of primary particles with
the detector material. Positively charged pions and
protons are produced in preference. All positively
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
215
Table 3. Multiplicities and ratios of multiplicities of identified particles in quark and gluon jets
Y events
Kind
π
K
p
X±
Quark
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
5.852
5.702
5.672
0.737
0.692
0.637
0.332
0.333
0.343
7.077
6.773
6.654
NQuark
± 0.036 ±
± 0.039 ±
± 0.040 ±
± 0.012 ±
± 0.013 ±
± 0.013 ±
± 0.010 ±
± 0.010 ±
± 0.011 ±
± 0.031 ±
± 0.033 ±
± 0.034 ±
0.071
0.069
0.067
0.013
0.013
0.012
0.004
0.004
0.004
0.071
0.068
0.067
7.067
7.043
7.051
0.841
0.836
0.835
0.485
0.494
0.489
8.573
8.560
8.559
NGluon
± 0.032 ±
± 0.031 ±
± 0.032 ±
± 0.010 ±
± 0.010 ±
± 0.010 ±
± 0.009 ±
± 0.009 ±
± 0.009 ±
± 0.026 ±
± 0.026 ±
± 0.026 ±
0.077
0.076
0.076
0.015
0.015
0.015
0.008
0.008
0.008
0.086
0.086
0.086
1.208
1.235
1.243
1.141
1.208
1.310
1.460
1.481
1.427
1.211
1.264
1.286
±
±
±
±
±
±
±
±
±
±
±
±
RX
0.009
0.010
0.010
0.023
0.026
0.031
0.050
0.053
0.051
0.006
0.007
0.008
±
±
±
±
±
±
±
±
±
±
±
±
RX
0.024
0.026
0.027
0.058
0.064
0.070
0.134
0.123
0.142
0.017
0.018
0.019
±
±
±
±
±
±
±
±
±
±
±
±
0.020
0.020
0.020
0.019
0.020
0.022
0.031
0.031
0.028
0.014
0.015
0.015
0.997
0.977
0.966
0.942
0.956
1.018
1.205
1.172
1.109
±
±
±
±
±
±
±
±
±
′
RX
0.009
0.010
0.010
0.019
0.021
0.025
0.041
0.043
0.040
1
1
1
±
±
±
±
±
±
±
±
±
0.013
0.013
0.012
0.016
0.018
0.018
0.025
0.025
0.021
±
±
±
±
±
±
±
±
±
0.012
0.012
0.012
0.018
0.016
0.017
0.046
0.065
0.071
Mercedes events
Kind
π
K
p
X±
Quark
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
6.973
6.735
6.700
0.862
0.819
0.773
0.401
0.422
0.408
8.467
8.085
7.942
NQuark
± 0.078 ±
± 0.084 ±
± 0.088 ±
± 0.025 ±
± 0.027 ±
± 0.027 ±
± 0.022 ±
± 0.023 ±
± 0.025 ±
± 0.066 ±
± 0.071 ±
± 0.074 ±
0.085
0.076
0.072
0.014
0.013
0.013
0.006
0.012
0.013
0.098
0.097
0.089
8.962
9.002
9.028
0.978
0.982
0.981
0.656
0.636
0.674
10.91
10.94
10.99
NGluon
± 0.133 ±
± 0.134 ±
± 0.134 ±
± 0.041 ±
± 0.042 ±
± 0.042 ±
± 0.040 ±
± 0.038 ±
± 0.041 ±
± 0.113 ±
± 0.113 ±
± 0.114 ±
0.096
0.133
0.133
0.016
0.011
0.011
0.013
0.013
0.016
0.110
0.123
0.124
1.285
1.337
1.347
1.135
1.199
1.268
1.635
1.507
1.650
1.288
1.353
1.384
±
±
±
±
±
±
±
±
±
±
±
±
0.022
0.029
0.029
0.021
0.017
0.018
0.049
0.098
0.115
0.018
0.025
0.024
0.998
0.988
0.974
0.881
0.886
0.917
1.269
1.114
1.192
±
±
±
±
±
±
±
±
±
′
RX
0.023
0.023
0.024
0.046
0.049
0.052
0.106
0.092
0.104
1
1
1
′
Table 4. Normalized multiplicity ratios RX
(for duscb quarks) compared to the predictions from the Monte Carlo simulations (JT 74 def. bary. = Jetset 7.4 PS with default
baryon production, JT 74 = Jetset 7.4 PS, JT 73 = Jetset 7.3 PS, AR = Ariadne
4.08, HW = Herwig 5.8C)
′
RX
Data
JT 74 def. bary.
JT 74
JT 73
AR
HW
Rπ′ +
′
RK
+
′
Rp
0.997 ± 0.009 ± 0.013
0.942 ± 0.019 ± 0.016
1.205 ± 0.041 ± 0.025
Y Events
0.98
0.94
1.29
0.99
0.89
1.58
1.01
0.82
1.41
1.00
0.88
1.49
1.05
0.69
0.94
Rπ′ +
′
RK
+
′
Rp
0.998 ± 0.023 ± 0.012
0.881 ± 0.046 ± 0.018
1.269 ± 0.106 ± 0.046
Mercedes Events
1.00
0.94
1.20
1.01
0.90
1.43
1.02
0.81
1.38
1.01
0.88
1.37
1.05
0.70
1.11
′
Table 5. RX
from measurements of different collaborations
Particle
±
π
K±
pp̄
This Paper Y
Delphi [18]
OPAL three-jet [14]
Argus [13]
0.997 ± 0.009 ± 0.013
0.942 ± 0.019 ± 0.016
1.205 ± 0.041 ± 0.025
—
0.930 ± 0.040 ± 0.020
1.120 ± 0.110 ± 0.040
1.016 ± 0.010 ± 0.010
0.948 ± 0.017 ± 0.028
1.100 ± 0.024 ± 0.027
1 (def.)
0.86 ± 0.31
1.58 ± 0.10
216
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
1/NJet dNParticle / dp
Quark jets (duscb)
Gluon jets
π
6
±
±
π
4
2
a)
0
K
0.4
d)
±
±
K
0.3
0.2
0.1
b)
0
0.2
0.15
DELPHI
Jetset 7.4
Ariadne 4.08
Herwig 5.8C
e)
_
_
pp
pp
0.1
0.05
c)
0
1
10
f)
1
charged protons were omitted in the corresponding
momentum range (p ≤ 2.7 GeV/c) to study this effect.
3. Particle identification
To take uncertainties of the particle identification into
account, the results for different particle identification
cuts (loose, standard, and tight) were compared.
4. Purity correction of the jets
The flavour composition of the normal mixture sample
has been varied by imposing cuts of different strength
to the event sample. In this way three samples were
obtained, one with the flavour mix of Z decays, one
which was depleted in b events and one depleted in b
and c events. The first and second sample were used to
obtain pure “duscb” and “dusc” results and the third
sample to obtain “dusc” and “dus” results using the
Monte Carlo.
Furthermore the results were compared to those obtained by using the Cambridge algorithm [16] instead of
the Durham algorithm. The change of the multiplicities
then is typically 2%; changes of the ratios and double ratios are much smaller. Finally a systematic error of 2%
due to track reconstruction losses as determined from the
overall multiplicity measurements [17] is assumed. As both
systematic errors discussed apply to particles in general,
they are expected to cancel in the ratios and are therefore
not included in Table 6.
10
p [GeV/c]
Fig. 5a–f. Momentum spectra of identified hadrons in quark and gluon
jetsa–c spectra of pions, kaons, and
protons in quark jets; d–f corresponding spectra for gluon jets in events with
Y topology. The predictions of the generator models Jetset, Ariadne und
Herwig are drawn as lines
All systematic errors discussed above apply to spectra
of identified particles. However, the statistical uncertainty
here in is general much bigger than the systematic error
due to the binning of the data. Moreover many systematic
uncertainties will cancel in the gluon to quark ratios which
are the main subject of this paper. Systematic errors have
therefore been neglected in the errors shown in the particle
distributions.
3.2 Momentum spectra
Figure 5 shows the momentum spectra of identified
hadrons in quark (duscb) and gluon jets for Y events.
The momentum spectra of kaons and protons differ significantly from those of pions. Pions are produced mainly
at low momentum, both in quark and gluon jets. The likely
explanation is that pions are often low energy decay products of unstable particles. The Monte Carlo generators
Jetset, Ariadne, and Herwig describe the gross features of the measured Delphi data. The momentum distribution of kaons in gluon jets is best described by Ariadne. The Herwig model shows a considerable weakness
concerning the description of kaon momentum spectrum
in gluon jets. The multiplicity of fast kaons is clearly underestimated. The momentum distribution of protons in
gluon jets is well modelled by the Jetset and Ariadne
generators but not by the Herwig model.
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
217
q
g
′
Table 6. Systematic errors for NX
, NX
, RX and RX
in Y events. Here X denotes the particle species π, K, p
or all charged particles. The summed error displays the quadratic sum of the individual errors
Y events
Variable
Particle
π
K
q
NX
p
X±
π
K
g
NX
p
X±
π
K
RX
p
X±
π
′
RX
K
p
Quarks
Value
Stat.
Error
[%]
Summed Error
with K 0 , Λ without K 0 , Λ
[%]
[%]
Syst. Error [%] of
Sec. Part. PurityK0, Λ
Int.
Id.
Corr.
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
5.85
5.70
5.67
0.74
0.69
0.64
0.33
0.33
0.34
7.08
6.77
6.65
0.62
0.68
0.71
1.63
1.88
2.04
3.01
3.00
3.21
0.44
0.49
0.51
-
1.21
1.20
1.19
1.77
1.89
1.84
1.13
1.12
1.09
1.01
1.01
1.01
-
1.01
1.00
1.00
0.95
1.01
0.94
0.90
0.90
0.87
1.00
1.00
1.01
0.60
0.60
0.60
1.49
1.59
.57
0.30
0.30
.29
0.06
0.06
0.06
0.29
0.30
0.19
0.14
0.14
0.16
0.60
0.60
0.58
0.06
0.06
0.05
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
7.07
7.04
7.05
0.84
0.84
0.84
0.49
0.49
0.49
8.57
8.56
8.56
0.45
0.44
0.45
1.19
1.20
1.20
1.86
1.82
1.84
0.30
0.30
0.30
-
1.09
1.08
1.08
1.75
1.76
1.74
1.68
1.64
1.57
1.01
1.01
1.01
-
1.00
0.99
1.01
0.95
0.96
0.96
1.03
1.01
1.02
1.00
1.00
1.00
0.40
0.38
.38
1.43
1.44
.44
1.03
1.01
.02
0.01
0.01
0.01
0.17
0.17
0.11
0.36
0.36
0.24
0.82
0.81
0.61
0.08
0.08
0.04
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
1.21
1.24
1.24
1.14
1.21
1.31
1.46
1.48
1.43
1.21
1.26
1.29
0.75
0.81
0.80
2.02
2.15
2.37
3.42
3.58
3.57
0.50
0.55
0.62
1.68
1.65
1.58
1.65
1.68
1.68
2.13
2.08
1.99
1.19
1.21
1.19
1.14
1.11
1.02
1.63
1.66
1.64
2.11
2.06
1.97
0.99
1.03
1.01
1.24
1.21
1.21
0.26
0.25
0.31
0.27
0.27
0.28
0.66
0.63
0.62
0.99
0.97
0.97
0.96
0.99
0.99
1.03
1.01
0.98
0.99
1.03
1.01
0.25
0.24
.24
1.31
1.32
1.30
0.96
1.01
0.98
0.08
0.08
0.08
0.50
0.49
0.24
0.09
0.08
0.08
1.58
1.49
1.40
0.00
0.00
0.00
duscb
dusc
dus
duscb
dusc
dus
duscb
dusc
dus
1.00
0.98
0.97
0.94
0.96
1.02
1.21
1.17
1.11
0.90
1.02
1.04
2.02
2.20
2.46
3.40
3.67
3.61
1.27
1.30
1.26
1.73
1.89
1.77
2.10
2.10
1.94
1.12
1.14
1.19
1.51
1.64
1.54
2.08
2.07
1.90
0.60
0.61
0.62
0.85
0.94
0.88
0.33
0.34
0.36
1.00
1.02
1.04
0.96
1.05
0.98
1.00
1.02
0.99
0.30
0.31
0.31
1.17
1.26
1.18
0.91
0.94
0.90
0.40
0.41
0.21
0.11
0.10
0.10
1.58
1.54
1.35
218
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
Ratio
Gluon/duscb
(g/duscb)P / (g/duscb)’All ch.’
π
±
2
DELPHI
π±
Jetset 7.4
Jetset 7.4, def. bary. prod.
Herwig 5.8C
1
a)
d)
0
K
±
K
±
2
1
b)
e)
0
_
_
pp
pp
2
1
c)
f)
0
1
10
1
Figure 6 shows the ratios of the momentum spectra
of identified hadrons in gluon and quark jets. This measurement is an improvement of our previous publication
[18]. More low energy particles are produced in gluon jets
than in quark jets for all kinds of particles. At high particle momenta this structure is inverted. Figure 6(d,e,f)
shows the corresponding ratios of the momentum spectra
of Fig. 6(a,b,c) normalized to the ratio of the momentum
spectra of all charged particles in gluon and quark jets.
Figure 6(f) indicates that the proton enhancement in
gluon jets is bigger than that for all charged particles. The
overestimate of the proton production ratio by Jetset or
Ariadne (not shown) is presumably due to an extra suppression of baryon production at the end of the string
(i.e. for quark jets, see also Sect. 3.4). A much better description is obtained using the default baryon production
model without this extra suppression.
However, no direct conclusions concerning the ratios
of the multiplicities can be drawn from the normalized
ratios as a function of momentum, because the shapes of
the momentum spectra of kaons and protons differ significantly from those of pions which dominate the all charged
particle sample.
3.3 Rapidity
Figure 7 shows the rapidity spectra of identified hadrons
in quark and gluon jets and Fig. 8 shows the corresponding
10
p [GeV/c]
Fig. 6a–f. Ratios of the momentum
spectra of identified hadrons in gluon
and quark jets of Y events; a–c ratios
of the spectra of pions, kaons, and protons in gluon jets to those in quark
jets; d–f corresponding spectra normalized to the ratio gluon/quark for all
charged particles. The predictions of
the generator models Jetset, Jetset
with default baryon production model
and Herwig are drawn as lines
Fig. 7. Rapidity spectra of identified hadrons in quark and
gluon jets compared to Jetset in events with Y topology
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
Ratio
Gluon/duscb
219
(g/duscb)P / (g/duscb)’All ch.’
π
±
DELPHI
Jetset 7.4
Ariadne 4.08
Herwig 5.8C
2
π
±
1
a)
0
d)
±
K
K
±
2
1
b)
0
e)
_
_
pp
pp
2
1
c)
0
1
10
f)
1
ratios. For all particles there are in the plateau, i.e. at low
η, 1.6-2 times more particles in gluon jets. An excess of
particles is expected due to the higher colour charge of the
gluon. At high η, i.e. in the range of the leading particle
only few kaons and protons are observed in gluon jets.
3.4 ξ-spectra
Figure 9 shows the ξp spectra of identified hadrons in
quark and gluon jets. The Jetset and Ariadne (not
shown) models provide a reasonable description over a
wide range of the ξp spectrum. The maximum height is
different for quark and gluon jets indicating different particle rates. The point of intersection of the ξp distributions
of quark and gluon jets for pions and kaons is approxi(s)
mately the same, ξp ∼ 1.73. For protons the crossing
point between the quark and gluon distributions is shifted
(s)
to higher momentum at ξp ∼ 0.74. Proton production
is enhanced in gluon jets, but preferentially at high momenta. This can be seen more clearly in Fig. 10 which
′
shows the normalized ratio Rp (ξp ). It is observed that
this ratio is unity within errors at very small ξp (highest
momenta) and close to unity also at large ξp (small momenta). A strong deviation from unity is, however, visible
in the intermediate ξp region (0.7 ≤ ξp ≤ 1.85).
A surplus of baryon production in gluon jets and the
observed kinematical properties can be qualitatively un-
10
p [GeV/c]
Fig. 8a–f. Ratios of the rapidity spectra of identified hadrons in gluon and
quark jets from Y events; a)-c) ratios
of the spectra of pions, kaons, and protons in gluon jets to those in quark jets;
d)-f) corresponding spectra normalized
to the ratio gluon/quark for all charged
particles; The predictions of the generator models Jetset, Jetset with the
default baryon production model, and
Herwig are drawn as lines
derstood if baryons are directly produced from coloured
partons or equivalently from a colour string. In a parton
shower colour conservation leads to the so-called preconfinement property, that is a local compensation of colour
charge in space. Alternatively the produced colour charges
can always be ordered to form continuous chains or strings
in space time. These strings appear naturally in the Lund
fragmentation model [6] and in the progenitor model of
Feynman and Field [19]. A colour string ends at the primary quarks produced in the underlying hard scattering
but is spanned over the corresponding gluons. Hadron production now can be assumed to proceed via a pair-creation
of a quark-anti-quark (or diquark-anti-diquark) pair and
a corresponding string break-up. A single break-up in the
vicinity of a primary quark will produce a leading hadron,
whereas close to the gluon in the centre of the string at
least two breaks are needed before a hadron is formed. To
produce a baryon a production of a diquark-anti-diquark
pair is compelling. Now it should be noted that in the
centre of a string (i.e. in the vicinity of the gluon) more
possibilities exist which lead to baryon formation. A primary diquark-anti-diquark break up as well as a secondary
one following a primary quark-anti-quark creation leads to
baryon production (see Fig. 11).
The latter process (marked b} in Fig. 11) may happen in any of the two remaining strings similarly to both
original endpoints of the string (see Fig. 11 c}). The first
production mechanism (marked a} in Fig. 11) is missing at
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
DELPHI
1
10
10
10
10
10
-1
-2
-3
Quark
-4
Fig. 11. Different possibilities of baryon production in strings.
The single points denote quarks and the double points diquarks. Open points stand for quarks and filled points for antiquarks. Line a} illustrates a primary splitting into diquarkanti-diquark in the center of the string. Line b} shows the
possibilities for secondary diquark production. Line c} shows
a diquark-anti-diquark splitting at a string end
Gluon
±
π
±
K (/10)
_
pp (/100)
-5
Jetset 7.4
10
-6
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
ξp
4
DELPHI
3.5
3
Y events
2.5
(g/q)
2.5
q=dus
Proton
/ (g/q)
all
Fig. 9. ξp spectra of identified hadrons in quark and gluon jets
compared to Jetset in events with Y topology
ξp* = <-ln(p/EJet)>
1/NJet dNParticle / dξ p
220
2
q=dusc
2
Quark
(duscb)
q=duscb
Gluon
π±
1.5
K± (-0.5)
-
pp
1
1.5
10
20
30
40
κ [GeV]
Fig. 12. Fitted maxima of the ξp spectra. Here κ = Ejet sin θ21
and κ = Ebeam denote the underlying jet scale. Observe the
offset of 0.5 units for the ξp∗ values for the K ± . The solid lines
represent the fit to Y and Mercedes results, the dashed lines
represent the fit including the e+ e− data
1
Jetset 7.4, def. bary. prod.
Jetset 7.4
0.5
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
ξp
Fig. 10. Normalized ratio Rp′ = Rp /rch for different compositions of the quark event sample (Y events)
the string end. This leads to the excess of baryons in gluon
compared to quark jets. Here it is likely that two leading
baryons are produced which take a large fraction of the
gluon energy. Thus it is expected that the excess of baryon
production centers at comparably large scaled momentum
which is indeed observed (see Fig. 10). At small momentum, i.e. in the momentum range where baryons from the
inner part of the string between the jets are expected to
contribute, the relative portion of baryon production in
quark and gluon jets is approximately equal.
Although the above discussion centers around the
string model it is based on quite general topological properties and is a strong indication that baryon production,
and presumably also meson production, happens directly
from colour objects and an intermediate step of colour and
baryon number neutral objects is avoided. In particular
this is also indicated by the failure of the HERWIG model
to describe the surplus of proton production observed in
the data.
In detail the above described mechanism will be complicated by the abundant production of resonant baryons
[20]- [21] or equivalently the so-called popcorn-mechanism
[6]. Further support to this interpretation comes from the
observed strong energy dependence of the surplus of
baryon production (compare the Argus measurement at
√
s ≃ 10GeV to this result in Table 5). The surplus of
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
Table 7. Maxima of the ξp distributions. Errors are statistical
only
Y events
ξp∗
particle
quark
π
K
p
X±
gluon
3.11 ± 0.01
2.21 ± 0.02
2.21 ± 0.02
2.93 ± 0.01
3.20 ± 0.00
2.47 ± 0.01
2.26 ± 0.01
3.05 ± 0.00
Mercedes events
It is further remarkable, that contrary to the predictions of the LPHD model, the peak values of the ξp distributions for kaons and protons in quark jets are almost
equal (ξp∗ values for the K ± in Fig. 12 are shifted by 0.5
units to avoid overlaps with the proton results.). This observation contradicts the predictions of the LPHD concept
that the positions of the maxima of the ξp distributions
are proportional to the logarithm of the mass of the corresponding particle. It has been shown already (see e.g.
[26]) that mesons and baryons show a behaviour which differs from this simple expectation. This is a consequence of
heavy particle decays and of the partially different masses
of the decay particles in (predominantly baryon) decays.
This statement is qualitatively confirmed by this analysis.
ξp∗
particle
quark
π
K
p
X±
221
3.43 ± 0.03
2.51 ± 0.04
2.52 ± 0.05
3.24 ± 0.02
gluon
3.49 ± 0.02
2.77 ± 0.05
2.57 ± 0.06
3.35 ± 0.02
baryons in gluon jets is due to the leading baryons. As energy and thus the multiplicity ratio in gluon to quark jets
increases [1] this excess is less and less important in the
′
double ratio Rp . The Lund model qualitatively describes
′
the decrease of Rp shown in Table 5.
Figure 12 shows position of the maximum, ξp∗ , of a
simple Gaussian fitted to the ξp distributions in dependence of the scale κ = Ejet · sin θmin /2 with θmin being
the angle with respect to the closest jet, here θmin = θ1
(for a detailed discussion of jet scales see [10]). The fit
results for ξp∗ are given in Table 7. The maxima of the
ξp distributions for protons and kaons for quark jets are
shifted to smaller values (i.e. higher momenta) compared
to pions as has been observed previously. It is clearly observed that the maximum is shifted to smaller ξp for K’s
in quark compared to gluon jets. To a lesser extent this is
also observed for π’s and p’s. In MLLA/LPHD the maxima of the ξp spectra for gluons and quarks are expected
to be almost identical [10,22]. A natural explanation for
the observed difference especially for K’s is the leading
particle effect. In [23] it has been shown that in a scaled
momentum range corresponding to the smallest ξ-bin in
Fig. 9 leading charged kaons (i.e. those containing a primary produced quark flavour) are about three times more
often produced than non-leading kaons.
For all particles the ξp∗ values are bigger for Mercedes
than for Y events, i.e. a scale evolution of the ξp spectra
is observed (see Fig. 12 and Table 7). Assuming a general
linear increase of ξp∗ with the logarithm of the scale κ, i.e.
f (ξp∗ ) = a + b ln(κ)
the quark jet measurements extrapolate reasonably well to
the measurements for overall Z events [24], and for high
energy events [25]. The dashed lines in Fig. 12 indicate fits
including the Z and higher energy data.
4 Summary and conclusion
Based on a sample of about 2.2 million hadronic Z decays collected by the Delphi detector at Lep, the production of identified particles in jets initiated by gluons
or by quarks, was analysed and compared.
As observed for inclusive charged particles, the production spectrum of identified particles was found to be
softer in gluon jets compared to quark jets, with a higher
total multiplicity. The normalized multiplicity ratio (R′ )
for protons in Y events was measured to be:
Rp′ =
(Np /Nch. )g
Rp
=
= 1.205 ± 0.041stat. ± 0.025sys. .
rch
(Np /Nch. )q
Np(ch) denotes the number of protons (all charged particles). Herwig underestimates both the kaon and the
proton production in gluon jets.
This surplus of baryon production in gluon jets indicates that baryons are produced directly from coloured
partons or from strings and that an intermediate state
of neutral clusters (like in the Herwig cluster model) is
avoided. This interpretation is supported by the scaled energy dependence of the proton excess and by the evolution
of the proton excess with energy scale.
Furthermore the ξp and η distributions were measured
and agreement with the Jetset and Ariadne models was
found. Herwig underestimates both the kaon and the proton production in gluon jets. The maxima of the ξ distributions of quark jets, ξp∗ , extrapolate well with the scale
κ to those obtained from all events at different centreof-mass energies. For kaons the maximum is shifted to
smaller ξp∗ compared to gluon jets presumably because of
a leading particle effect.
Acknowledgements. We thank T. Sjöstrand for useful and illuminating discussions, especially for pointing out the possible
explanation of the excess of baryon production in gluon jets.
We are greatly indebted to our technical collaborators, to the
members of the CERN-SL Division for the excellent performance of the LEP collider, and to the funding agencies for
their support in building and operating the DELPHI detector.
We acknowledge in particular the support of Austrian Federal Ministry of Science and Traffics, GZ 616.364/2-III/2a/98,
222
The DELPHI Collaboration: Identified charged particles in quark and gluon jets
FNRS–FWO, Belgium, FINEP, CNPq, CAPES, FUJB and
FAPERJ, Brazil, Czech Ministry of Industry and Trade, GA
CR 202/96/0450 and GA AVCR A1010521, Danish Natural
Research Council, Commission of the European Communities
(DG XII), Direction des Sciences de la Matière, CEA, France,
Bundesministerium für Bildung, Wissenschaft, Forschung und
Technologie, Germany, General Secretariat for Research and
Technology, Greece, National Science Foundation (NWO) and
Foundation for Research on Matter (FOM), The Netherlands,
Norwegian Research Council, State Committee for Scientific
Research, Poland, 2P03B06015, 2P03B1116 and SPUB/
P03/178/98, JNICT–Junta Nacional de Investigação Cientı́fica
e Tecnológica, Portugal, Vedecka grantova agentura MS SR,
Slovakia, Nr. 95/5195/134, Ministry of Science and Technology
of the Republic of Slovenia, CICYT, Spain, AEN96–1661 and
AEN96-1681, The Swedish Natural Science Research Council,
Particle Physics and Astronomy Research Council, UK, Department of Energy, USA, DE–FG02–94ER40817.
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