Procházet zdrojové kódy

various material updates

Lucas Gautheron před 1 rokem
rodič
revize
21ed4c25d0

+ 11 - 11
output/pmi.csv

@@ -4,14 +4,14 @@
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@@ -36,17 +36,17 @@
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 72,72,0.9436098099979453,0.7898533905520088,0.916865124721541,1.1484885132682028,1.0550821167541784,0.8980144472069957,0.9376776918888409,1.3177477549494285,0.883044608770489,0.9522228916009594,0.6648789446406455,0.7817130730580618,0.8453729669800403,0.7030565295220506,0.8037497095531422,0.6556363193784592,0.4676894939907248,0.5082469747792515,0.3886935948344286,0.4676628439348312,0.8467777316775734,0.8481030029650367,0.9719055117460997,0.8973682854909311,0.9496005784512881,0.6782462403502056,0.33948274303396075,0.45668807061548483,0.4213213754480595,0.4890366134211601,0.14912442087194985,0.5500473966933341,0.8838488148375684,0.8178053887253738,0.5138697189299557,0.2023070164174253,0.5330874756440275,0.76873005169795,0.8721023529744153,0.1933580507230617,0.1339319364031061,0.6568628899907646,0.4396878707508287,0.0943098298527333,-0.041356153577755954,0.7783933664723788,0.3458676014309785,0.5065161731083664,0.4776215305725751,0.2864699291829189,0.6089548000942926,0.2083060667203029,0.6174553473801448,0.2706190783283599,0.36518972267603866,-0.1037150057863316,0.5516210757407191,0.4728598537489476,0.8226742244805141,0.6155849995207267,-0.48115322108888975,-0.6107191836017161,-0.8579587316836046,0.6264299290904222,0.40711071343946803,0.1753146174040017,-0.1938408291308349,0.3137160794607149,-0.3889575570469705,-0.8398842398006684,0.12247576603291287,-0.53848861970674,-0.5636070475285581,-0.4697206467631655,-0.6753817899749948,-1.5375251204032279,-1.2321688478154154,-0.8165422486577434,-1.6251474747567236,0.39248120878663795,0.34005396535506655,-0.4109703960103337,-0.15292033866357166,-0.5869121928435567,-0.26775041173296443,-0.5121607689157743,-0.2842634404523452,-0.362296938772354,-1.4847368955719689,-0.6021335031455584,-0.4467861159869635,-0.653253057188768,-0.6311860779449241,-0.5111963370368495,-0.8048486044528381,-0.3457412727303064,-0.8114452801122639,-0.5119925733811995,-0.46742753061563097,-0.440838588088706,-0.7528031986518119,-0.8673938856524024,-0.9609196586232868,-0.5901217714424591,-0.5188194618286641,-0.4439259696142803,-0.1830344543639018,-1.0857832965244543,-1.121360976575595,-0.9119662787084909,-1.4966249318869902,-1.400938832314646,-1.3618490527587646,-1.3708356640933275,-1.4983687439204407,-1.6076067624228694,-1.124840206305099,-1.3710289597117187,-1.1600641008693742,-1.3037952073073376,-0.4647802633713481,-0.8175371185793356,-0.804752240315104,-1.1214562931146033,-0.8675529368786254,-0.8172413687416826,-0.7526708817485298,-0.940636076359694,-1.148051486194251,-1.133949339256343,-1.2543076664832586,-0.6589630937203205,-0.7563852700046613,-0.7100414211181568,-0.9010575538263534,-0.9388524228335634,-1.35870937829035,-1.2256696829396283,-1.3101577715311667,-1.7564497809150734,-0.9733816507041468,-1.3186423446594222,-1.0048701032602765,-1.067695766917114,-0.6086572363537516,-0.7284018830031254,-0.7679219394335439,-1.2211143009256673,-1.0038614916975293,-1.292212311995818,-0.6863265390819177,-0.8230637175340716,-0.8706795566779375,-0.9591936657666964,-1.105798996044935,-1.1921980178820586,-1.4386728788842342,-0.9591294177965327,-0.7662673606956243,-1.0445929201344146,-1.0253928270791428,-0.7708241075651356,-0.9956728155298725,-0.7643438775837017,-1.0298286138973174,-1.3666743663315664,-0.5808118131111433,-0.2521116392036211,-1.1461374796924586,-1.0987498597284244,-1.090488910443859,-0.7083770247442509,-1.054874669073538,-1.1846624596002142,-1.4255823463341735,-1.1618805386127449,0.534339481547825,-1.5203906147113038,-0.594631995579322,-0.5557661483131361,-0.4753068318390433,-0.1976965529182213,-0.6503091176993916,-1.0953887196046832,-0.6406425100157112,-1.077231642821221,-1.0018621316820113,-0.7821380742646408,-0.5802799794945218,-1.254184751587157,-0.7941768709764915,-0.7952502098138639,0.16666209460511247,-1.222320911258262,-0.794416169397628,0.2130917074347598,-0.4495707030676442,0.1707242482506021,0.34877826335688533,0.010684467348076189,-0.20724775006161786,0.5324264952647422,0.8580696575864306,72,72,Quantum Field Theory

+ 110 - 110
output/validation.csv

@@ -89,16 +89,6 @@ CP violating processes,11.30.Hv,1.042812565277523,Flavor symmetries
 CP violating processes,13.25.Ft,1.0025766721981102,Decays of charmed mesons
 CP violating processes,14.60.Lm,0.9921551375415708,Ordinary neutrinos
 CP violating processes,12.15.Mm,0.9212810332081468,Neutral currents
-Chern–Simons,11.15.-q,1.0380940933500924,Gauge field theories
-Chern–Simons,14.80.Hv,1.0317881883911666,Magnetic monopoles
-Chern–Simons,04.20.Fy,0.9739457443456796,"Canonical formalism, Lagrangians, and variational principles"
-Chern–Simons,11.10.Ef,0.8803072862786192,Lagrangian and Hamiltonian approach
-Chern–Simons,11.10.Nx,0.8725593726105632,Noncommutative field theory
-Chern–Simons,11.15.Kc,0.8230560810482712,Classical and semiclassical techniques
-Chern–Simons,02.40.Gh,0.8214361011942783,Noncommutative geometry
-Chern–Simons,11.30.Ly,0.7843979525078618,Other internal and higher symmetries
-Chern–Simons,11.15.Tk,0.7679486964368261,Other nonperturbative techniques
-Chern–Simons,02.40.-k,0.7533245618886792,"Geometry, differential geometry, and topology"
 Conformal Field Theory,11.25.Hf,1.7185425416934934,"Conformal field theory, algebraic structures"
 Conformal Field Theory,03.65.Fd,1.3351438707339582,Algebraic methods
 Conformal Field Theory,11.25.Sq,1.1944055637364908,Nonperturbative techniques; string field theory
@@ -219,26 +209,26 @@ Electromagnetism,12.20.Ds,0.9679974015770356,Specific calculations
 Electromagnetism,25.75.Gz,0.914613255658744,Particle correlations and fluctuations
 Electromagnetism,25.75.Nq,0.8930384721703164,"Quark deconfinement, quark-gluon plasma production, and phase transitions"
 Electromagnetism,12.20.-m,0.8846188896901207,Quantum electrodynamics
-Events in colliders (kinematics),13.85.Rm,1.7130364856432398,Limits on production of particles
-Events in colliders (kinematics),13.87.Ce,1.6028962567430245,Production
-Events in colliders (kinematics),13.85.Qk,1.565675031095485,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
-Events in colliders (kinematics),14.70.Fm,1.5334060905152278,W bosons
-Events in colliders (kinematics),13.87.-a,1.5290310600270034,Jets in large-Q2 scattering
-Events in colliders (kinematics),14.70.Hp,1.4810284272640146,Z bosons
-Events in colliders (kinematics),14.65.Ha,1.329496294002428,Top quarks
-Events in colliders (kinematics),12.38.Qk,1.3142711650153427,Experimental tests
-Events in colliders (kinematics),13.85.-t,1.3075591020155537,Hadron-induced high- and super-high-energy interactions
-Events in colliders (kinematics),13.85.Ni,1.28036421160173,Inclusive production with identified hadrons
-Events in colliders (signatures),13.85.Rm,1.685210439718378,Limits on production of particles
-Events in colliders (signatures),13.87.-a,1.5563730766958217,Jets in large-Q2 scattering
-Events in colliders (signatures),13.87.Ce,1.4452751772372756,Production
-Events in colliders (signatures),13.85.Qk,1.366631568937322,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
-Events in colliders (signatures),14.70.Fm,1.3531049158160369,W bosons
-Events in colliders (signatures),14.70.Hp,1.3498749936106005,Z bosons
-Events in colliders (signatures),14.65.Ha,1.2287935335863875,Top quarks
-Events in colliders (signatures),13.85.-t,1.140248933997419,Hadron-induced high- and super-high-energy interactions
-Events in colliders (signatures),12.38.Qk,1.1359787994297632,Experimental tests
-Events in colliders (signatures),13.85.Hd,1.0658586722159296,Inelastic scattering: many-particle final states
+Events in colliders (kinematics?),13.85.Rm,1.7130364856432398,Limits on production of particles
+Events in colliders (kinematics?),13.87.Ce,1.6028962567430245,Production
+Events in colliders (kinematics?),13.85.Qk,1.565675031095485,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
+Events in colliders (kinematics?),14.70.Fm,1.5334060905152278,W bosons
+Events in colliders (kinematics?),13.87.-a,1.5290310600270034,Jets in large-Q2 scattering
+Events in colliders (kinematics?),14.70.Hp,1.4810284272640146,Z bosons
+Events in colliders (kinematics?),14.65.Ha,1.329496294002428,Top quarks
+Events in colliders (kinematics?),12.38.Qk,1.3142711650153427,Experimental tests
+Events in colliders (kinematics?),13.85.-t,1.3075591020155537,Hadron-induced high- and super-high-energy interactions
+Events in colliders (kinematics?),13.85.Ni,1.28036421160173,Inclusive production with identified hadrons
+Events in colliders (signatures?),13.85.Rm,1.685210439718378,Limits on production of particles
+Events in colliders (signatures?),13.87.-a,1.5563730766958217,Jets in large-Q2 scattering
+Events in colliders (signatures?),13.87.Ce,1.4452751772372756,Production
+Events in colliders (signatures?),13.85.Qk,1.366631568937322,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
+Events in colliders (signatures?),14.70.Fm,1.3531049158160369,W bosons
+Events in colliders (signatures?),14.70.Hp,1.3498749936106005,Z bosons
+Events in colliders (signatures?),14.65.Ha,1.2287935335863875,Top quarks
+Events in colliders (signatures?),13.85.-t,1.140248933997419,Hadron-induced high- and super-high-energy interactions
+Events in colliders (signatures?),12.38.Qk,1.1359787994297632,Experimental tests
+Events in colliders (signatures?),13.85.Hd,1.0658586722159296,Inelastic scattering: many-particle final states
 Experimental investigation of the leptonic sector,13.85.Rm,1.384773330708711,Limits on production of particles
 Experimental investigation of the leptonic sector,13.40.Hq,1.3018927874880937,Electromagnetic decays
 Experimental investigation of the leptonic sector,13.20.Gd,1.2576910839475746,"Decays of J/ψ, Υ, and other quarkonia"
@@ -359,16 +349,6 @@ Heavy quarks and ions,13.85.Ni,1.1335631990262434,Inclusive production with iden
 Heavy quarks and ions,24.85.+p,1.1242421159461229,"Quarks, gluons, and QCD in nuclear reactions"
 Heavy quarks and ions,14.20.Lq,1.1083665784331869,"Charmed baryons (|C|>0, B=0)"
 Heavy quarks and ions,25.75.Nq,1.070170410839339,"Quark deconfinement, quark-gluon plasma production, and phase transitions"
-Higgs beyond the SM,14.80.Ec,1.6467537289719485,Other neutral Higgs bosons
-Higgs beyond the SM,14.80.Da,1.6387669247208556,Supersymmetric Higgs bosons
-Higgs beyond the SM,14.80.Cp,1.600367055269122,Non-standard-model Higgs bosons
-Higgs beyond the SM,12.60.Fr,1.5486813587999182,Extensions of electroweak Higgs sector
-Higgs beyond the SM,14.80.Bn,1.3722692316397536,Standard-model Higgs bosons
-Higgs beyond the SM,14.80.Ly,1.2787215563170828,Supersymmetric partners of known particles
-Higgs beyond the SM,12.60.Cn,1.207244957588662,Extensions of electroweak gauge sector
-Higgs beyond the SM,12.60.Jv,1.1892023952740978,Supersymmetric models
-Higgs beyond the SM,13.85.Rm,1.1803503021597042,Limits on production of particles
-Higgs beyond the SM,12.15.Lk,1.1764092169887443,Electroweak radiative corrections
 Higgs boson,14.80.Ec,1.905695336756681,Other neutral Higgs bosons
 Higgs boson,14.80.Da,1.873721864538094,Supersymmetric Higgs bosons
 Higgs boson,14.80.Cp,1.7695780369836431,Non-standard-model Higgs bosons
@@ -379,6 +359,16 @@ Higgs boson,12.60.Cn,1.2275348063917588,Extensions of electroweak gauge sector
 Higgs boson,14.70.Pw,1.1617120183345615,Other gauge bosons
 Higgs boson,12.10.Kt,1.117695648339966,Unification of couplings; mass relations
 Higgs boson,12.60.Jv,1.0747693825594715,Supersymmetric models
+Higgs sector beyond the SM,14.80.Ec,1.6467537289719485,Other neutral Higgs bosons
+Higgs sector beyond the SM,14.80.Da,1.6387669247208556,Supersymmetric Higgs bosons
+Higgs sector beyond the SM,14.80.Cp,1.600367055269122,Non-standard-model Higgs bosons
+Higgs sector beyond the SM,12.60.Fr,1.5486813587999182,Extensions of electroweak Higgs sector
+Higgs sector beyond the SM,14.80.Bn,1.3722692316397536,Standard-model Higgs bosons
+Higgs sector beyond the SM,14.80.Ly,1.2787215563170828,Supersymmetric partners of known particles
+Higgs sector beyond the SM,12.60.Cn,1.207244957588662,Extensions of electroweak gauge sector
+Higgs sector beyond the SM,12.60.Jv,1.1892023952740978,Supersymmetric models
+Higgs sector beyond the SM,13.85.Rm,1.1803503021597042,Limits on production of particles
+Higgs sector beyond the SM,12.15.Lk,1.1764092169887443,Electroweak radiative corrections
 High-energy source fluxes,95.85.Ry,1.387393052777736,"Neutrino, muon, pion, and other elementary particles; cosmic rays"
 High-energy source fluxes,95.55.Vj,1.3315448894469382,"Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors"
 High-energy source fluxes,26.65.+t,1.2755246937292504,Solar neutrinos
@@ -439,16 +429,16 @@ Lie algebra,11.30.Ly,0.8809371476901688,Other internal and higher symmetries
 Lie algebra,04.60.Pp,0.8711966406168801,"Loop quantum gravity, quantum geometry, spin foams"
 Lie algebra,05.50.+q,0.8664793118577754,Lattice theory and statistics
 Lie algebra,11.10.Nx,0.8541106831917551,Noncommutative field theory
-Loops and next order expansions in Feynman Diagrams,13.40.Ks,1.3190006854290006,Electromagnetic corrections to strong- and weak-interaction processes
-Loops and next order expansions in Feynman Diagrams,12.15.Lk,1.2301941416395048,Electroweak radiative corrections
-Loops and next order expansions in Feynman Diagrams,12.20.Ds,1.084018075670218,Specific calculations
-Loops and next order expansions in Feynman Diagrams,12.38.Cy,0.9993843300541873,Summation of perturbation theory
-Loops and next order expansions in Feynman Diagrams,11.15.Bt,0.9825260338541972,General properties of perturbation theory
-Loops and next order expansions in Feynman Diagrams,12.38.Bx,0.8870665559726095,Perturbative calculations
-Loops and next order expansions in Feynman Diagrams,12.20.-m,0.8366021852613974,Quantum electrodynamics
-Loops and next order expansions in Feynman Diagrams,11.25.Db,0.7679311781121672,Properties of perturbation theory
-Loops and next order expansions in Feynman Diagrams,11.10.Gh,0.7147643135406602,Renormalization
-Loops and next order expansions in Feynman Diagrams,14.70.Bh,0.6315554108833891,Photons
+Loops and higher order expansions in Feynman Diagrams,13.40.Ks,1.3190006854290006,Electromagnetic corrections to strong- and weak-interaction processes
+Loops and higher order expansions in Feynman Diagrams,12.15.Lk,1.2301941416395048,Electroweak radiative corrections
+Loops and higher order expansions in Feynman Diagrams,12.20.Ds,1.084018075670218,Specific calculations
+Loops and higher order expansions in Feynman Diagrams,12.38.Cy,0.9993843300541873,Summation of perturbation theory
+Loops and higher order expansions in Feynman Diagrams,11.15.Bt,0.9825260338541972,General properties of perturbation theory
+Loops and higher order expansions in Feynman Diagrams,12.38.Bx,0.8870665559726095,Perturbative calculations
+Loops and higher order expansions in Feynman Diagrams,12.20.-m,0.8366021852613974,Quantum electrodynamics
+Loops and higher order expansions in Feynman Diagrams,11.25.Db,0.7679311781121672,Properties of perturbation theory
+Loops and higher order expansions in Feynman Diagrams,11.10.Gh,0.7147643135406602,Renormalization
+Loops and higher order expansions in Feynman Diagrams,14.70.Bh,0.6315554108833891,Photons
 M-theory and theories of everything,11.25.Yb,1.628004646090446,M theory
 M-theory and theories of everything,04.65.+e,1.343287199570929,Supergravity
 M-theory and theories of everything,11.25.Sq,1.2746870409976692,Nonperturbative techniques; string field theory
@@ -459,6 +449,16 @@ M-theory and theories of everything,11.15.-q,0.9563140552299724,Gauge field theo
 M-theory and theories of everything,11.30.Pb,0.9344706942436396,Supersymmetry
 M-theory and theories of everything,02.40.-k,0.9218472146352258,"Geometry, differential geometry, and topology"
 M-theory and theories of everything,11.25.Db,0.7956255123458155,Properties of perturbation theory
+Matter in Yang-Mills theories,12.60.Nz,1.2331072918068855,Technicolor models
+Matter in Yang-Mills theories,12.10.Dm,1.0641375784881062,Unified theories and models of strong and electroweak interactions
+Matter in Yang-Mills theories,12.10.Kt,0.991847437687146,Unification of couplings; mass relations
+Matter in Yang-Mills theories,12.60.Rc,0.9416865695842408,Composite models
+Matter in Yang-Mills theories,11.15.Ex,0.8826740422369435,Spontaneous breaking of gauge symmetries
+Matter in Yang-Mills theories,11.30.Qc,0.8743052294561252,Spontaneous and radiative symmetry breaking
+Matter in Yang-Mills theories,11.30.Rd,0.8315271367164317,Chiral symmetries
+Matter in Yang-Mills theories,11.30.Hv,0.781657490660923,Flavor symmetries
+Matter in Yang-Mills theories,11.15.Ha,0.7498306697752868,Lattice gauge theory
+Matter in Yang-Mills theories,12.60.Cn,0.7485925881645248,Extensions of electroweak gauge sector
 Measurements and analysis of colliders data,12.15.Hh,0.8997528662117057,Determination of Cabibbo-Kobayashi & Maskawa (CKM) matrix elements
 Measurements and analysis of colliders data,26.65.+t,0.872549551678938,Solar neutrinos
 Measurements and analysis of colliders data,14.60.Ef,0.8396450679659582,Muons
@@ -489,6 +489,16 @@ Neutrino physics,95.55.Vj,1.8815736467326856,"Neutrino, muon, pion, and other el
 Neutrino physics,25.30.Pt,1.8019181043582744,Neutrino-induced reactions
 Neutrino physics,11.30.Fs,1.175294064063146,"Global symmetries (e.g., baryon number, lepton number)"
 Neutrino physics,12.15.Ff,1.036667368731776,Quark and lepton masses and mixing
+Non-abelian theories,11.15.-q,1.0380940933500924,Gauge field theories
+Non-abelian theories,14.80.Hv,1.0317881883911666,Magnetic monopoles
+Non-abelian theories,04.20.Fy,0.9739457443456796,"Canonical formalism, Lagrangians, and variational principles"
+Non-abelian theories,11.10.Ef,0.8803072862786192,Lagrangian and Hamiltonian approach
+Non-abelian theories,11.10.Nx,0.8725593726105632,Noncommutative field theory
+Non-abelian theories,11.15.Kc,0.8230560810482712,Classical and semiclassical techniques
+Non-abelian theories,02.40.Gh,0.8214361011942783,Noncommutative geometry
+Non-abelian theories,11.30.Ly,0.7843979525078618,Other internal and higher symmetries
+Non-abelian theories,11.15.Tk,0.7679486964368261,Other nonperturbative techniques
+Non-abelian theories,02.40.-k,0.7533245618886792,"Geometry, differential geometry, and topology"
 Partons distributions,12.38.Cy,1.6210422913310412,Summation of perturbation theory
 Partons distributions,12.39.St,1.4917748393349786,Factorization
 Partons distributions,13.87.Ce,1.456028761262327,Production
@@ -519,16 +529,6 @@ Phenomenological jargon,14.40.Rt,0.2558058271030692,Exotic mesons
 Phenomenological jargon,04.60.Bc,0.250318529538393,Phenomenology of quantum gravity
 Phenomenological jargon,12.39.-x,0.2372325924742912,Phenomenological quark models
 Phenomenological jargon,14.80.Va,0.2332479619635545,"Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.)"
-QCD,11.55.Hx,2.2436153145119944,Sum rules
-QCD,12.38.Lg,1.418083513100272,Other nonperturbative calculations
-QCD,14.20.Mr,1.31745353266703,Bottom baryons (|B|>0)
-QCD,14.20.Lq,1.2552286221403297,"Charmed baryons (|C|>0, B=0)"
-QCD,12.39.Hg,1.1580079909598904,Heavy quark effective theory
-QCD,12.39.Mk,1.0402958330234633,Glueball and nonstandard multi-quark/gluon states
-QCD,13.25.Jx,0.9548431490956276,Decays of other mesons
-QCD,24.10.Nz,0.8897917970785537,Hydrodynamic models
-QCD,14.40.Cs,0.7829038318523623,"Other mesons with S=C=0, mass < 2.5 GeV"
-QCD,13.40.Hq,0.6974646752732632,Electromagnetic decays
 QCD calculation techniques,14.70.Dj,1.2893030329585178,Gluons
 QCD calculation techniques,11.15.Bt,1.020315771085838,General properties of perturbation theory
 QCD calculation techniques,11.10.Gh,0.96080917302426,Renormalization
@@ -539,6 +539,16 @@ QCD calculation techniques,11.15.Tk,0.8447246614243338,Other nonperturbative tec
 QCD calculation techniques,12.38.Gc,0.8017341060134007,Lattice QCD calculations
 QCD calculation techniques,12.38.Lg,0.765055100471188,Other nonperturbative calculations
 QCD calculation techniques,11.15.Pg,0.6715694288915341,"Expansions for large numbers of components (e.g., 1/Nc expansions)"
+Quantum Chromodynamics (QCD),11.55.Hx,2.2436153145119944,Sum rules
+Quantum Chromodynamics (QCD),12.38.Lg,1.418083513100272,Other nonperturbative calculations
+Quantum Chromodynamics (QCD),14.20.Mr,1.31745353266703,Bottom baryons (|B|>0)
+Quantum Chromodynamics (QCD),14.20.Lq,1.2552286221403297,"Charmed baryons (|C|>0, B=0)"
+Quantum Chromodynamics (QCD),12.39.Hg,1.1580079909598904,Heavy quark effective theory
+Quantum Chromodynamics (QCD),12.39.Mk,1.0402958330234633,Glueball and nonstandard multi-quark/gluon states
+Quantum Chromodynamics (QCD),13.25.Jx,0.9548431490956276,Decays of other mesons
+Quantum Chromodynamics (QCD),24.10.Nz,0.8897917970785537,Hydrodynamic models
+Quantum Chromodynamics (QCD),14.40.Cs,0.7829038318523623,"Other mesons with S=C=0, mass < 2.5 GeV"
+Quantum Chromodynamics (QCD),13.40.Hq,0.6974646752732632,Electromagnetic decays
 Quantum Field Theory,03.65.Ta,1.3177477549494283,Foundations of quantum mechanics; measurement theory
 Quantum Field Theory,03.65.-w,1.1484885132682028,Quantum mechanics
 Quantum Field Theory,03.65.Fd,1.0550821167541784,Algebraic methods
@@ -559,6 +569,16 @@ Quantum Systems and Equations of motion,03.65.Ge,0.8768100145370358,Solutions of
 Quantum Systems and Equations of motion,03.65.Fd,0.8767001121070345,Algebraic methods
 Quantum Systems and Equations of motion,11.10.Lm,0.872974363110496,Nonlinear or nonlocal theories and models
 Quantum Systems and Equations of motion,02.30.Ik,0.8318438076067913,Integrable systems
+Quantum systems and thermodynamics,24.10.Nz,1.2098067217469273,Hydrodynamic models
+Quantum systems and thermodynamics,03.70.+k,0.9557386443064076,Theory of quantized fields
+Quantum systems and thermodynamics,03.65.Ta,0.9259621814903718,Foundations of quantum mechanics; measurement theory
+Quantum systems and thermodynamics,03.65.Ud,0.8986633572668538,Entanglement and quantum nonlocality
+Quantum systems and thermodynamics,12.38.Mh,0.7528967974993892,Quark-gluon plasma
+Quantum systems and thermodynamics,11.10.Wx,0.7221909296349746,Finite-temperature field theory
+Quantum systems and thermodynamics,25.75.-q,0.7214636563170791,Relativistic heavy-ion collisions
+Quantum systems and thermodynamics,25.75.Nq,0.7037082582611709,"Quark deconfinement, quark-gluon plasma production, and phase transitions"
+Quantum systems and thermodynamics,25.75.Ld,0.693007672273509,Collective flow
+Quantum systems and thermodynamics,04.80.Cc,0.6638397982075875,Experimental tests of gravitational theories
 Renormalization,11.10.Hi,1.768537892882784,Renormalization group evolution of parameters
 Renormalization,11.10.Gh,1.455644650388335,Renormalization
 Renormalization,11.15.Bt,0.847618149848331,General properties of perturbation theory
@@ -589,6 +609,16 @@ Search for BSM physics,13.20.He,0.9567984673115048,Decays of bottom mesons
 Search for BSM physics,14.70.Pw,0.936322164567728,Other gauge bosons
 Search for BSM physics,12.60.-i,0.9352270867901512,Models beyond the standard model
 Search for BSM physics,13.85.Rm,0.8792088966599741,Limits on production of particles
+Sigma models (?),02.30.Ik,1.7436737867993108,Integrable systems
+Sigma models (?),03.65.Fd,1.227124271882931,Algebraic methods
+Sigma models (?),11.30.Pb,1.0916960370729387,Supersymmetry
+Sigma models (?),05.50.+q,1.0045681054527118,Lattice theory and statistics
+Sigma models (?),11.25.Hf,0.992678013879963,"Conformal field theory, algebraic structures"
+Sigma models (?),02.40.-k,0.9346525166703056,"Geometry, differential geometry, and topology"
+Sigma models (?),11.30.-j,0.929242446530988,Symmetry and conservation laws
+Sigma models (?),11.10.Lm,0.9150850802267768,Nonlinear or nonlocal theories and models
+Sigma models (?),04.65.+e,0.8213260063636957,Supergravity
+Sigma models (?),11.25.Yb,0.7909960190126524,M theory
 Solar neutrinos,26.65.+t,2.644682038313694,Solar neutrinos
 Solar neutrinos,14.60.Lm,2.2988179808681246,Ordinary neutrinos
 Solar neutrinos,14.60.Pq,2.1344086758837566,Neutrino mass and mixing
@@ -639,16 +669,6 @@ String theory,11.25.Mj,1.2343003175658522,Compactification and four-dimensional
 String theory,11.10.Lm,0.9828107729832464,Nonlinear or nonlocal theories and models
 String theory,04.65.+e,0.9725041491468974,Supergravity
 String theory,04.20.Jb,0.933808246117872,Exact solutions
-Superalgebras and superfields,02.30.Ik,1.7436737867993108,Integrable systems
-Superalgebras and superfields,03.65.Fd,1.227124271882931,Algebraic methods
-Superalgebras and superfields,11.30.Pb,1.0916960370729387,Supersymmetry
-Superalgebras and superfields,05.50.+q,1.0045681054527118,Lattice theory and statistics
-Superalgebras and superfields,11.25.Hf,0.992678013879963,"Conformal field theory, algebraic structures"
-Superalgebras and superfields,02.40.-k,0.9346525166703056,"Geometry, differential geometry, and topology"
-Superalgebras and superfields,11.30.-j,0.929242446530988,Symmetry and conservation laws
-Superalgebras and superfields,11.10.Lm,0.9150850802267768,Nonlinear or nonlocal theories and models
-Superalgebras and superfields,04.65.+e,0.8213260063636957,Supergravity
-Superalgebras and superfields,11.25.Yb,0.7909960190126524,M theory
 Supergravity,11.25.Yb,1.6188241641731032,M theory
 Supergravity,04.65.+e,1.576645829047398,Supergravity
 Supergravity,11.25.Mj,1.5060950419778754,Compactification and four-dimensional models
@@ -659,26 +679,26 @@ Supergravity,11.25.Uv,1.2773266014576126,D branes
 Supergravity,11.25.-w,1.2539522884822942,Strings and branes
 Supergravity,11.25.Wx,0.952928466258958,String and brane phenomenology
 Supergravity,11.25.Hf,0.8519600591240114,"Conformal field theory, algebraic structures"
-Supersymmetric gauge theories,11.30.Pb,1.3685680288271334,Supersymmetry
-Supersymmetric gauge theories,11.25.Yb,1.346274646061318,M theory
-Supersymmetric gauge theories,04.65.+e,1.2030341354279042,Supergravity
-Supersymmetric gauge theories,11.25.Sq,1.0514500004458545,Nonperturbative techniques; string field theory
-Supersymmetric gauge theories,11.15.-q,1.045698488311135,Gauge field theories
-Supersymmetric gauge theories,11.25.Uv,0.996360522358619,D branes
-Supersymmetric gauge theories,11.25.Tq,0.9918655417427168,Gauge/string duality
-Supersymmetric gauge theories,11.25.-w,0.9700910043283067,Strings and branes
-Supersymmetric gauge theories,11.25.Db,0.9344257699013064,Properties of perturbation theory
-Supersymmetric gauge theories,11.25.Mj,0.9116291681435164,Compactification and four-dimensional models
-Susy phenomenology and superpartners,14.80.Ly,1.6838283962804943,Supersymmetric partners of known particles
-Susy phenomenology and superpartners,12.60.Jv,1.3525244591934356,Supersymmetric models
-Susy phenomenology and superpartners,14.80.Da,1.2678347442818387,Supersymmetric Higgs bosons
-Susy phenomenology and superpartners,12.10.Kt,0.8486503802166804,Unification of couplings; mass relations
-Susy phenomenology and superpartners,14.80.Cp,0.8181212974801564,Non-standard-model Higgs bosons
-Susy phenomenology and superpartners,12.15.Lk,0.7653032190812595,Electroweak radiative corrections
-Susy phenomenology and superpartners,95.30.Cq,0.7641533530336798,Elementary particle processes
-Susy phenomenology and superpartners,12.10.Dm,0.7358528821432002,Unified theories and models of strong and electroweak interactions
-Susy phenomenology and superpartners,95.35.+d,0.6638173430672157,Dark matter
-Susy phenomenology and superpartners,11.30.Pb,0.6461539912074118,Supersymmetry
+Supersymmetric particles,14.80.Ly,1.6838283962804943,Supersymmetric partners of known particles
+Supersymmetric particles,12.60.Jv,1.3525244591934356,Supersymmetric models
+Supersymmetric particles,14.80.Da,1.2678347442818387,Supersymmetric Higgs bosons
+Supersymmetric particles,12.10.Kt,0.8486503802166804,Unification of couplings; mass relations
+Supersymmetric particles,14.80.Cp,0.8181212974801564,Non-standard-model Higgs bosons
+Supersymmetric particles,12.15.Lk,0.7653032190812595,Electroweak radiative corrections
+Supersymmetric particles,95.30.Cq,0.7641533530336798,Elementary particle processes
+Supersymmetric particles,12.10.Dm,0.7358528821432002,Unified theories and models of strong and electroweak interactions
+Supersymmetric particles,95.35.+d,0.6638173430672157,Dark matter
+Supersymmetric particles,11.30.Pb,0.6461539912074118,Supersymmetry
+Supersymmetric theories,11.30.Pb,1.3685680288271334,Supersymmetry
+Supersymmetric theories,11.25.Yb,1.346274646061318,M theory
+Supersymmetric theories,04.65.+e,1.2030341354279042,Supergravity
+Supersymmetric theories,11.25.Sq,1.0514500004458545,Nonperturbative techniques; string field theory
+Supersymmetric theories,11.15.-q,1.045698488311135,Gauge field theories
+Supersymmetric theories,11.25.Uv,0.996360522358619,D branes
+Supersymmetric theories,11.25.Tq,0.9918655417427168,Gauge/string duality
+Supersymmetric theories,11.25.-w,0.9700910043283067,Strings and branes
+Supersymmetric theories,11.25.Db,0.9344257699013064,Properties of perturbation theory
+Supersymmetric theories,11.25.Mj,0.9116291681435164,Compactification and four-dimensional models
 Symétrie chirale,12.39.Fe,1.5529918458843923,Chiral Lagrangians
 Symétrie chirale,11.30.Rd,1.5404550514590976,Chiral symmetries
 Symétrie chirale,12.38.Gc,1.4792905841508954,Lattice QCD calculations
@@ -689,16 +709,6 @@ Symétrie chirale,21.65.Qr,1.05308969536435,Quark matter
 Symétrie chirale,25.75.Nq,0.9823152180597674,"Quark deconfinement, quark-gluon plasma production, and phase transitions"
 Symétrie chirale,12.39.Ki,0.97723070286199,Relativistic quark model
 Symétrie chirale,12.40.-y,0.957479703873958,Other models for strong interactions
-Systems dynamics and thermodynamics,24.10.Nz,1.2098067217469273,Hydrodynamic models
-Systems dynamics and thermodynamics,03.70.+k,0.9557386443064076,Theory of quantized fields
-Systems dynamics and thermodynamics,03.65.Ta,0.9259621814903718,Foundations of quantum mechanics; measurement theory
-Systems dynamics and thermodynamics,03.65.Ud,0.8986633572668538,Entanglement and quantum nonlocality
-Systems dynamics and thermodynamics,12.38.Mh,0.7528967974993892,Quark-gluon plasma
-Systems dynamics and thermodynamics,11.10.Wx,0.7221909296349746,Finite-temperature field theory
-Systems dynamics and thermodynamics,25.75.-q,0.7214636563170791,Relativistic heavy-ion collisions
-Systems dynamics and thermodynamics,25.75.Nq,0.7037082582611709,"Quark deconfinement, quark-gluon plasma production, and phase transitions"
-Systems dynamics and thermodynamics,25.75.Ld,0.693007672273509,Collective flow
-Systems dynamics and thermodynamics,04.80.Cc,0.6638397982075875,Experimental tests of gravitational theories
 Theoretical jargon,02.30.Ik,0.360761286699655,Integrable systems
 Theoretical jargon,03.65.-w,0.3600149544038245,Quantum mechanics
 Theoretical jargon,03.65.Ta,0.3299208824870314,Foundations of quantum mechanics; measurement theory
@@ -739,13 +749,3 @@ Topology,11.25.Wx,0.9280791762561296,String and brane phenomenology
 Topology,04.20.Gz,0.89415442591659,"Spacetime topology, causal structure, spinor structure"
 Topology,11.10.Nx,0.8465664741882695,Noncommutative field theory
 Topology,11.25.Uv,0.8050337445462022,D branes
-Yang-Mills models of matter,12.60.Nz,1.2331072918068855,Technicolor models
-Yang-Mills models of matter,12.10.Dm,1.0641375784881062,Unified theories and models of strong and electroweak interactions
-Yang-Mills models of matter,12.10.Kt,0.991847437687146,Unification of couplings; mass relations
-Yang-Mills models of matter,12.60.Rc,0.9416865695842408,Composite models
-Yang-Mills models of matter,11.15.Ex,0.8826740422369435,Spontaneous breaking of gauge symmetries
-Yang-Mills models of matter,11.30.Qc,0.8743052294561252,Spontaneous and radiative symmetry breaking
-Yang-Mills models of matter,11.30.Rd,0.8315271367164317,Chiral symmetries
-Yang-Mills models of matter,11.30.Hv,0.781657490660923,Flavor symmetries
-Yang-Mills models of matter,11.15.Ha,0.7498306697752868,Lattice gauge theory
-Yang-Mills models of matter,12.60.Cn,0.7485925881645248,Extensions of electroweak gauge sector

+ 145 - 145
output/validation_by_pacs.csv

@@ -1,19 +1,19 @@
 pacs,topic,value,description
 03.65.Fd,Lie algebra,1.3933158784234905,Algebraic methods
 03.65.Fd,Conformal Field Theory,1.3351438707339582,Algebraic methods
-03.65.Fd,Superalgebras and superfields,1.227124271882931,Algebraic methods
+03.65.Fd,Sigma models (?),1.227124271882931,Algebraic methods
 03.65.Fd,Quantum Field Theory,1.0550821167541784,Algebraic methods
 03.65.Fd,Quantum Systems and Equations of motion,0.8767001121070345,Algebraic methods
 11.55.Bq,Amplitudes and Feynman Diagram,1.6610247217783891,Analytic properties of S matrix
-11.55.Bq,Supersymmetric gauge theories,0.7525734481834567,Analytic properties of S matrix
+11.55.Bq,Supersymmetric theories,0.7525734481834567,Analytic properties of S matrix
 11.55.Bq,Meson phenomenology,0.7038050114880617,Analytic properties of S matrix
 11.55.Bq,Gauge Theory,0.7013248216215823,Analytic properties of S matrix
 11.55.Bq,Amplitude of processes in colliders,0.6716201541691098,Analytic properties of S matrix
 12.15.Ji,Lepton/Meson decay,0.9529543789089804,Applications of electroweak models to specific processes
 12.15.Ji,Experimental investigation of the leptonic sector,0.9207928581582164,Applications of electroweak models to specific processes
-12.15.Ji,Events in colliders (kinematics),0.8937429036758754,Applications of electroweak models to specific processes
-12.15.Ji,Higgs beyond the SM,0.8584426544152477,Applications of electroweak models to specific processes
-12.15.Ji,Events in colliders (signatures),0.8390237401988737,Applications of electroweak models to specific processes
+12.15.Ji,Events in colliders (kinematics?),0.8937429036758754,Applications of electroweak models to specific processes
+12.15.Ji,Higgs sector beyond the SM,0.8584426544152477,Applications of electroweak models to specific processes
+12.15.Ji,Events in colliders (signatures?),0.8390237401988737,Applications of electroweak models to specific processes
 14.80.Va,Cosmology and gravity,1.2968911452820184,"Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.)"
 14.80.Va,Early-universe and other cosmological data,1.2828087630150833,"Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.)"
 14.80.Mz,Early-universe and other cosmological data,1.099544039214606,"Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.)"
@@ -49,7 +49,7 @@ pacs,topic,value,description
 97.60.Lf,Cosmological sources,0.7383559261329596,Black holes
 97.60.Lf,Field theory and gravity,0.5667646432596791,Black holes
 97.60.Lf,Gravitons and extra-dimensions,0.5448381573937222,Black holes
-14.20.Mr,QCD,1.31745353266703,Bottom baryons (|B|>0)
+14.20.Mr,Quantum Chromodynamics (QCD),1.31745353266703,Bottom baryons (|B|>0)
 14.20.Mr,Decay measurements,1.254723817132374,Bottom baryons (|B|>0)
 14.20.Mr,Lepton/Meson decay,1.1610812307862135,Bottom baryons (|B|>0)
 14.20.Mr,Heavy quarks and ions,1.0440028110313293,Bottom baryons (|B|>0)
@@ -60,9 +60,9 @@ pacs,topic,value,description
 14.40.Nd,Hadronic zoo,1.2523675518697637,Bottom mesons (|B|>0)
 14.40.Nd,Experimental investigation of the leptonic sector,1.0811012101905966,Bottom mesons (|B|>0)
 14.65.Fy,Lepton/Meson decay,0.9728720090463876,Bottom quarks
-14.65.Fy,Events in colliders (kinematics),0.9106399129411306,Bottom quarks
+14.65.Fy,Events in colliders (kinematics?),0.9106399129411306,Bottom quarks
 14.65.Fy,Hadronic zoo,0.8724217970716918,Bottom quarks
-14.65.Fy,Events in colliders (signatures),0.8450679308861532,Bottom quarks
+14.65.Fy,Events in colliders (signatures?),0.8450679308861532,Bottom quarks
 14.65.Fy,Decay measurements,0.7949219322808351,Bottom quarks
 11.10.St,Meson phenomenology,1.1673791016158417,Bound and unstable states; Bethe-Salpeter equations
 11.10.St,Symétrie chirale,0.5864792531722512,Bound and unstable states; Bethe-Salpeter equations
@@ -72,7 +72,7 @@ pacs,topic,value,description
 04.20.Fy,Quantum Systems and Equations of motion,1.230066311385018,"Canonical formalism, Lagrangians, and variational principles"
 04.20.Fy,Gauge Theory,1.098178429450226,"Canonical formalism, Lagrangians, and variational principles"
 04.20.Fy,Space-time geometry and gravity,1.0887315400283508,"Canonical formalism, Lagrangians, and variational principles"
-04.20.Fy,Chern–Simons,0.9739457443456796,"Canonical formalism, Lagrangians, and variational principles"
+04.20.Fy,Non-abelian theories,0.9739457443456796,"Canonical formalism, Lagrangians, and variational principles"
 04.20.Fy,Quantum Field Theory,0.8453729669800403,"Canonical formalism, Lagrangians, and variational principles"
 04.60.Ds,Gauge Theory,1.0034596502238715,Canonical quantization
 04.60.Ds,Quantum Systems and Equations of motion,0.9988251903027352,Canonical quantization
@@ -85,7 +85,7 @@ pacs,topic,value,description
 11.30.Er,Lepton/Meson decay,1.20711911237963,"Charge conjugation, parity, time reversal, and other discrete symmetries"
 11.30.Er,Experimental investigation of the leptonic sector,0.705016264786552,"Charge conjugation, parity, time reversal, and other discrete symmetries"
 14.20.Lq,Decay measurements,1.308260704270671,"Charmed baryons (|C|>0, B=0)"
-14.20.Lq,QCD,1.2552286221403297,"Charmed baryons (|C|>0, B=0)"
+14.20.Lq,Quantum Chromodynamics (QCD),1.2552286221403297,"Charmed baryons (|C|>0, B=0)"
 14.20.Lq,Hadronic zoo,1.243619904946728,"Charmed baryons (|C|>0, B=0)"
 14.20.Lq,Lepton/Meson decay,1.158390224583175,"Charmed baryons (|C|>0, B=0)"
 14.20.Lq,Heavy quarks and ions,1.1083665784331869,"Charmed baryons (|C|>0, B=0)"
@@ -98,14 +98,14 @@ pacs,topic,value,description
 12.39.Fe,Meson phenomenology,0.939793840090171,Chiral Lagrangians
 12.39.Fe,Form factors,0.5768452456944594,Chiral Lagrangians
 12.39.Fe,Amplitude of processes in colliders,0.4726252910699208,Chiral Lagrangians
-12.39.Fe,Yang-Mills models of matter,0.422567086428154,Chiral Lagrangians
+12.39.Fe,Matter in Yang-Mills theories,0.422567086428154,Chiral Lagrangians
 11.30.Rd,Symétrie chirale,1.5404550514590976,Chiral symmetries
 11.30.Rd,Thermodynamics,1.0039101204542538,Chiral symmetries
-11.30.Rd,Yang-Mills models of matter,0.8315271367164317,Chiral symmetries
+11.30.Rd,Matter in Yang-Mills theories,0.8315271367164317,Chiral symmetries
 11.30.Rd,States of matter,0.6562761317409582,Chiral symmetries
 11.30.Rd,Lattice calculation techniques,0.5946960162268559,Chiral symmetries
 11.15.Kc,String theory,0.9279042961919732,Classical and semiclassical techniques
-11.15.Kc,Chern–Simons,0.8230560810482712,Classical and semiclassical techniques
+11.15.Kc,Non-abelian theories,0.8230560810482712,Classical and semiclassical techniques
 11.15.Kc,Quantum Field Theory,0.7783933664723788,Classical and semiclassical techniques
 11.15.Kc,Gauge Theory,0.6598252737966005,Classical and semiclassical techniques
 11.15.Kc,Effective Field Theory,0.6305319295144883,Classical and semiclassical techniques
@@ -123,20 +123,20 @@ pacs,topic,value,description
 25.75.Ld,Heavy quarks and ions,1.3805197457000664,Collective flow
 25.75.Ld,Electromagnetism,1.310039635151118,Collective flow
 25.75.Ld,Cross-sections in colliders,1.1462343411454432,Collective flow
-25.75.Ld,Events in colliders (kinematics),1.0076198949796054,Collective flow
+25.75.Ld,Events in colliders (kinematics?),1.0076198949796054,Collective flow
 11.25.Mj,Supergravity,1.5060950419778754,Compactification and four-dimensional models
 11.25.Mj,Topology,1.4035172883888152,Compactification and four-dimensional models
 11.25.Mj,String theory,1.2343003175658522,Compactification and four-dimensional models
 11.25.Mj,M-theory and theories of everything,1.2167882616381356,Compactification and four-dimensional models
-11.25.Mj,Supersymmetric gauge theories,0.9116291681435164,Compactification and four-dimensional models
-12.60.Rc,Higgs beyond the SM,1.0224487204970316,Composite models
-12.60.Rc,Events in colliders (signatures),0.9648489356225272,Composite models
-12.60.Rc,Events in colliders (kinematics),0.9645406489112256,Composite models
-12.60.Rc,Yang-Mills models of matter,0.9416865695842408,Composite models
+11.25.Mj,Supersymmetric theories,0.9116291681435164,Compactification and four-dimensional models
+12.60.Rc,Higgs sector beyond the SM,1.0224487204970316,Composite models
+12.60.Rc,Events in colliders (signatures?),0.9648489356225272,Composite models
+12.60.Rc,Events in colliders (kinematics?),0.9645406489112256,Composite models
+12.60.Rc,Matter in Yang-Mills theories,0.9416865695842408,Composite models
 12.60.Rc,Higgs boson,0.8944754007269999,Composite models
 11.25.Hf,Conformal Field Theory,1.7185425416934934,"Conformal field theory, algebraic structures"
 11.25.Hf,Holographic Principle and dualities,1.4276200390307323,"Conformal field theory, algebraic structures"
-11.25.Hf,Superalgebras and superfields,0.992678013879963,"Conformal field theory, algebraic structures"
+11.25.Hf,Sigma models (?),0.992678013879963,"Conformal field theory, algebraic structures"
 11.25.Hf,Lie algebra,0.9365194574645392,"Conformal field theory, algebraic structures"
 11.25.Hf,Supergravity,0.8519600591240114,"Conformal field theory, algebraic structures"
 98.80.-k,Inflation,1.5954111677141494,Cosmology
@@ -147,7 +147,7 @@ pacs,topic,value,description
 11.25.Uv,String theory,1.8582261122620325,D branes
 11.25.Uv,Supergravity,1.2773266014576126,D branes
 11.25.Uv,M-theory and theories of everything,1.134240413968882,D branes
-11.25.Uv,Supersymmetric gauge theories,0.996360522358619,D branes
+11.25.Uv,Supersymmetric theories,0.996360522358619,D branes
 11.25.Uv,Holographic Principle and dualities,0.9294487266359462,D branes
 95.36.+x,Dark matter in the universe,1.6934461500782534,Dark energy
 95.36.+x,Inflation,1.5319349862467315,Dark energy
@@ -158,7 +158,7 @@ pacs,topic,value,description
 95.35.+d,Dark matter in the universe,1.8587046573252757,Dark matter
 95.35.+d,Early-universe and other cosmological data,1.381734781729401,Dark matter
 95.35.+d,Cosmological sources,0.6719115703115428,Dark matter
-95.35.+d,Susy phenomenology and superpartners,0.6638173430672157,Dark matter
+95.35.+d,Supersymmetric particles,0.6638173430672157,Dark matter
 13.25.Gv,Hadronic zoo,1.919029057345869,"Decays of J/ψ, Υ, and other quarkonia"
 13.25.Gv,Decay measurements,1.819932415224754,"Decays of J/ψ, Υ, and other quarkonia"
 13.20.Gd,Hadronic zoo,1.6545397367449808,"Decays of J/ψ, Υ, and other quarkonia"
@@ -198,7 +198,7 @@ pacs,topic,value,description
 13.25.Jx,Meson phenomenology,1.3224814596670822,Decays of other mesons
 13.25.Jx,Hadronic zoo,1.1537165989971545,Decays of other mesons
 13.25.Jx,Lepton/Meson decay,1.0732451376909602,Decays of other mesons
-13.25.Jx,QCD,0.9548431490956276,Decays of other mesons
+13.25.Jx,Quantum Chromodynamics (QCD),0.9548431490956276,Decays of other mesons
 13.35.Dx,Lepton/Meson decay,1.48005576233742,Decays of taus
 13.35.Dx,Decay measurements,1.1274580893677293,Decays of taus
 13.35.Dx,Experimental investigation of the leptonic sector,1.1138569587435632,Decays of taus
@@ -228,8 +228,8 @@ pacs,topic,value,description
 13.40.Em,Experimental investigation of the leptonic sector,0.99540512355404,Electric and magnetic moments
 13.40.Em,Scattering of composite particles,0.958740791991316,Electric and magnetic moments
 13.40.Em,Form factors,0.6715543104938541,Electric and magnetic moments
-13.40.Em,QCD,0.5960630250391195,Electric and magnetic moments
-13.40.Ks,Loops and next order expansions in Feynman Diagrams,1.3190006854290006,Electromagnetic corrections to strong- and weak-interaction processes
+13.40.Em,Quantum Chromodynamics (QCD),0.5960630250391195,Electric and magnetic moments
+13.40.Ks,Loops and higher order expansions in Feynman Diagrams,1.3190006854290006,Electromagnetic corrections to strong- and weak-interaction processes
 13.40.Ks,Annihilation and scattering cross-sections,0.9006508562543406,Electromagnetic corrections to strong- and weak-interaction processes
 13.40.Ks,Amplitude of processes in colliders,0.7876175151509526,Electromagnetic corrections to strong- and weak-interaction processes
 13.40.Ks,Lepton/Meson decay,0.6725505763263755,Electromagnetic corrections to strong- and weak-interaction processes
@@ -250,24 +250,24 @@ pacs,topic,value,description
 13.40.-f,Form factors,0.8694139311045966,Electromagnetic processes and properties
 13.40.-f,Electromagnetism,0.8467925609151978,Electromagnetic processes and properties
 12.15.-y,Higgs boson,0.973769695964254,Electroweak interactions
-12.15.-y,Higgs beyond the SM,0.8857469118088597,Electroweak interactions
+12.15.-y,Higgs sector beyond the SM,0.8857469118088597,Electroweak interactions
 12.15.-y,Search for BSM physics,0.7744149735955422,Electroweak interactions
 12.15.-y,Top quark,0.6590662959001401,Electroweak interactions
-12.15.-y,Events in colliders (kinematics),0.5359320202383735,Electroweak interactions
-12.15.Lk,Loops and next order expansions in Feynman Diagrams,1.2301941416395048,Electroweak radiative corrections
-12.15.Lk,Higgs beyond the SM,1.1764092169887443,Electroweak radiative corrections
+12.15.-y,Events in colliders (kinematics?),0.5359320202383735,Electroweak interactions
+12.15.Lk,Loops and higher order expansions in Feynman Diagrams,1.2301941416395048,Electroweak radiative corrections
+12.15.Lk,Higgs sector beyond the SM,1.1764092169887443,Electroweak radiative corrections
 12.15.Lk,Higgs boson,0.9623326112950924,Electroweak radiative corrections
-12.15.Lk,Susy phenomenology and superpartners,0.7653032190812595,Electroweak radiative corrections
+12.15.Lk,Supersymmetric particles,0.7653032190812595,Electroweak radiative corrections
 12.15.Lk,Top quark,0.7167463310137854,Electroweak radiative corrections
 95.30.Cq,Dark matter (particles and direct searches),1.9442283393190145,Elementary particle processes
 95.30.Cq,Dark matter in the universe,1.4401580971916057,Elementary particle processes
 95.30.Cq,Early-universe and other cosmological data,1.1059333515786918,Elementary particle processes
 95.30.Cq,Neutrino physics,1.0299421082797102,Elementary particle processes
-95.30.Cq,Susy phenomenology and superpartners,0.7641533530336798,Elementary particle processes
+95.30.Cq,Supersymmetric particles,0.7641533530336798,Elementary particle processes
 03.65.Ud,Holographic Principle and dualities,1.8862765638404455,Entanglement and quantum nonlocality
 03.65.Ud,Black holes,1.1897825745561474,Entanglement and quantum nonlocality
 03.65.Ud,Boundary conditions/non-locality,1.182725187193563,Entanglement and quantum nonlocality
-03.65.Ud,Systems dynamics and thermodynamics,0.8986633572668538,Entanglement and quantum nonlocality
+03.65.Ud,Quantum systems and thermodynamics,0.8986633572668538,Entanglement and quantum nonlocality
 03.65.Ud,Quantum Field Theory,0.883044608770489,Entanglement and quantum nonlocality
 04.20.Jb,Black holes,1.9341622778104297,Exact solutions
 04.20.Jb,Space-time geometry and gravity,1.7525179414830987,Exact solutions
@@ -279,13 +279,13 @@ pacs,topic,value,description
 14.40.Rt,Meson phenomenology,1.2401053620526414,Exotic mesons
 14.40.Rt,Amplitude of processes in colliders,0.8332804839149119,Exotic mesons
 14.40.Rt,Heavy quarks and ions,0.7239478943013072,Exotic mesons
-11.15.Pg,Supersymmetric gauge theories,0.8167920357454668,"Expansions for large numbers of components (e.g., 1/Nc expansions)"
+11.15.Pg,Supersymmetric theories,0.8167920357454668,"Expansions for large numbers of components (e.g., 1/Nc expansions)"
 11.15.Pg,Amplitudes and Feynman Diagram,0.7104778537800036,"Expansions for large numbers of components (e.g., 1/Nc expansions)"
 11.15.Pg,Symétrie chirale,0.6985613249976581,"Expansions for large numbers of components (e.g., 1/Nc expansions)"
 11.15.Pg,QCD calculation techniques,0.6715694288915341,"Expansions for large numbers of components (e.g., 1/Nc expansions)"
 11.15.Pg,Lattice calculation techniques,0.6496816035370329,"Expansions for large numbers of components (e.g., 1/Nc expansions)"
-12.38.Qk,Events in colliders (kinematics),1.3142711650153427,Experimental tests
-12.38.Qk,Events in colliders (signatures),1.1359787994297632,Experimental tests
+12.38.Qk,Events in colliders (kinematics?),1.3142711650153427,Experimental tests
+12.38.Qk,Events in colliders (signatures?),1.1359787994297632,Experimental tests
 12.38.Qk,Cross-sections in colliders,1.112662482566385,Experimental tests
 12.38.Qk,Decay measurements,1.0999683885747056,Experimental tests
 12.38.Qk,Partons distributions,0.9363965856165032,Experimental tests
@@ -300,12 +300,12 @@ pacs,topic,value,description
 11.27.+d,M-theory and theories of everything,0.755777288671802,"Extended classical solutions; cosmic strings, domain walls, texture"
 11.27.+d,Topology,0.7208772177051398,"Extended classical solutions; cosmic strings, domain walls, texture"
 12.60.Fr,Higgs boson,1.728095495981986,Extensions of electroweak Higgs sector
-12.60.Fr,Higgs beyond the SM,1.5486813587999182,Extensions of electroweak Higgs sector
+12.60.Fr,Higgs sector beyond the SM,1.5486813587999182,Extensions of electroweak Higgs sector
 12.60.Fr,Top quark,0.8345884792730608,Extensions of electroweak Higgs sector
 12.60.Fr,Flavor mixing,0.7711429429871808,Extensions of electroweak Higgs sector
 12.60.Fr,Flavour physics,0.6509502229986986,Extensions of electroweak Higgs sector
 12.60.Cn,Higgs boson,1.2275348063917588,Extensions of electroweak gauge sector
-12.60.Cn,Higgs beyond the SM,1.207244957588662,Extensions of electroweak gauge sector
+12.60.Cn,Higgs sector beyond the SM,1.207244957588662,Extensions of electroweak gauge sector
 12.60.Cn,Top quark,0.921427653498879,Extensions of electroweak gauge sector
 12.60.Cn,Gauge symmetry breaking/GUTs,0.8103274942939742,Extensions of electroweak gauge sector
 12.60.Cn,Flavour physics,0.7696559391926332,Extensions of electroweak gauge sector
@@ -318,7 +318,7 @@ pacs,topic,value,description
 11.10.Kk,Topology,0.7083601870061508,Field theories in dimensions other than four
 11.10.Kk,M-theory and theories of everything,0.685474992933996,Field theories in dimensions other than four
 11.10.Kk,Holographic Principle and dualities,0.6272492486112192,Field theories in dimensions other than four
-11.10.Kk,Chern–Simons,0.602936592770507,Field theories in dimensions other than four
+11.10.Kk,Non-abelian theories,0.602936592770507,Field theories in dimensions other than four
 11.10.-z,Quantum Field Theory,0.8838488148375684,Field theory
 11.10.-z,Lie algebra,0.7485773069440592,Field theory
 11.10.-z,Gauge Theory,0.708976994349188,Field theory
@@ -328,14 +328,14 @@ pacs,topic,value,description
 11.10.Wx,States of matter,1.082991698562677,Finite-temperature field theory
 11.10.Wx,Symétrie chirale,0.898357658847597,Finite-temperature field theory
 11.10.Wx,QCD calculation techniques,0.8601762412857648,Finite-temperature field theory
-11.10.Wx,Systems dynamics and thermodynamics,0.7221909296349746,Finite-temperature field theory
+11.10.Wx,Quantum systems and thermodynamics,0.7221909296349746,Finite-temperature field theory
 11.30.Hv,Flavor mixing,1.2971041100334864,Flavor symmetries
 11.30.Hv,Solar neutrinos,1.219977921286333,Flavor symmetries
 11.30.Hv,CP violating processes,1.042812565277523,Flavor symmetries
 11.30.Hv,Flavour physics,1.029343380057994,Flavor symmetries
 11.30.Hv,Neutrino physics,0.939911239853531,Flavor symmetries
 03.65.Ta,Quantum Field Theory,1.3177477549494283,Foundations of quantum mechanics; measurement theory
-03.65.Ta,Systems dynamics and thermodynamics,0.9259621814903718,Foundations of quantum mechanics; measurement theory
+03.65.Ta,Quantum systems and thermodynamics,0.9259621814903718,Foundations of quantum mechanics; measurement theory
 03.65.Ta,Boundary conditions/non-locality,0.8020845720627512,Foundations of quantum mechanics; measurement theory
 03.65.Ta,Lie algebra,0.6282682899774181,Foundations of quantum mechanics; measurement theory
 03.65.Ta,Quantum Systems and Equations of motion,0.620705905653579,Foundations of quantum mechanics; measurement theory
@@ -350,13 +350,13 @@ pacs,topic,value,description
 04.20.Cv,Gravitons and extra-dimensions,0.8787713071850983,Fundamental problems and general formalism
 04.20.Cv,Cosmology and gravity,0.8154869433004133,Fundamental problems and general formalism
 11.15.-q,Gauge Theory,1.2015088569425152,Gauge field theories
-11.15.-q,Supersymmetric gauge theories,1.045698488311135,Gauge field theories
-11.15.-q,Chern–Simons,1.0380940933500924,Gauge field theories
+11.15.-q,Supersymmetric theories,1.045698488311135,Gauge field theories
+11.15.-q,Non-abelian theories,1.0380940933500924,Gauge field theories
 11.15.-q,M-theory and theories of everything,0.9563140552299724,Gauge field theories
 11.15.-q,Effective Field Theory,0.7751365340592812,Gauge field theories
 11.25.Tq,Holographic Principle and dualities,1.528424031714774,Gauge/string duality
 11.25.Tq,States of matter,1.023162089167517,Gauge/string duality
-11.25.Tq,Supersymmetric gauge theories,0.9918655417427168,Gauge/string duality
+11.25.Tq,Supersymmetric theories,0.9918655417427168,Gauge/string duality
 11.25.Tq,Space-time geometry and gravity,0.8571566756686112,Gauge/string duality
 11.25.Tq,Black holes,0.807435540854748,Gauge/string duality
 12.38.Aw,Symétrie chirale,1.0784265781356042,"General properties of QCD (dynamics, confinement, etc.)"
@@ -366,23 +366,23 @@ pacs,topic,value,description
 12.38.Aw,States of matter,0.5849110458248926,"General properties of QCD (dynamics, confinement, etc.)"
 11.15.Bt,Amplitudes and Feynman Diagram,1.393594206827405,General properties of perturbation theory
 11.15.Bt,QCD calculation techniques,1.020315771085838,General properties of perturbation theory
-11.15.Bt,Loops and next order expansions in Feynman Diagrams,0.9825260338541972,General properties of perturbation theory
+11.15.Bt,Loops and higher order expansions in Feynman Diagrams,0.9825260338541972,General properties of perturbation theory
 11.15.Bt,Gauge Theory,0.8715803161408293,General properties of perturbation theory
 11.15.Bt,Renormalization,0.847618149848331,General properties of perturbation theory
 02.40.-k,Topology,1.307894998864812,"Geometry, differential geometry, and topology"
 02.40.-k,Supergravity,1.2966515919002448,"Geometry, differential geometry, and topology"
 02.40.-k,Lie algebra,1.190653750511344,"Geometry, differential geometry, and topology"
 02.40.-k,Conformal Field Theory,0.9824896647801984,"Geometry, differential geometry, and topology"
-02.40.-k,Superalgebras and superfields,0.9346525166703056,"Geometry, differential geometry, and topology"
+02.40.-k,Sigma models (?),0.9346525166703056,"Geometry, differential geometry, and topology"
 11.30.Fs,Neutrino physics,1.175294064063146,"Global symmetries (e.g., baryon number, lepton number)"
 11.30.Fs,Flavour physics,1.038011073416204,"Global symmetries (e.g., baryon number, lepton number)"
 11.30.Fs,Flavor mixing,1.0117842052103707,"Global symmetries (e.g., baryon number, lepton number)"
 11.30.Fs,Double-beta decay,0.9059365295933348,"Global symmetries (e.g., baryon number, lepton number)"
-11.30.Fs,Higgs beyond the SM,0.7438471988277899,"Global symmetries (e.g., baryon number, lepton number)"
+11.30.Fs,Higgs sector beyond the SM,0.7438471988277899,"Global symmetries (e.g., baryon number, lepton number)"
 12.39.Mk,Meson phenomenology,1.3715364376533807,Glueball and nonstandard multi-quark/gluon states
 12.39.Mk,Decay measurements,1.2645530295386938,Glueball and nonstandard multi-quark/gluon states
 12.39.Mk,Hadronic zoo,1.2366608027454478,Glueball and nonstandard multi-quark/gluon states
-12.39.Mk,QCD,1.0402958330234633,Glueball and nonstandard multi-quark/gluon states
+12.39.Mk,Quantum Chromodynamics (QCD),1.0402958330234633,Glueball and nonstandard multi-quark/gluon states
 12.39.Mk,Double-beta decay,1.026730910430987,Glueball and nonstandard multi-quark/gluon states
 14.70.Dj,QCD calculation techniques,1.2893030329585178,Gluons
 14.70.Dj,Partons distributions,0.9627925170933508,Gluons
@@ -405,8 +405,8 @@ pacs,topic,value,description
 13.66.Bc,Spin/angular momentum/polarization,1.0890575419045654,Hadron production in e−e+ interactions
 13.66.Bc,Experimental investigation of the leptonic sector,0.96666860789648,Hadron production in e−e+ interactions
 13.85.-t,Cross-sections in colliders,1.3631732781296635,Hadron-induced high- and super-high-energy interactions
-13.85.-t,Events in colliders (kinematics),1.3075591020155537,Hadron-induced high- and super-high-energy interactions
-13.85.-t,Events in colliders (signatures),1.140248933997419,Hadron-induced high- and super-high-energy interactions
+13.85.-t,Events in colliders (kinematics?),1.3075591020155537,Hadron-induced high- and super-high-energy interactions
+13.85.-t,Events in colliders (signatures?),1.140248933997419,Hadron-induced high- and super-high-energy interactions
 13.85.-t,Partons distributions,0.9407779274257272,Hadron-induced high- and super-high-energy interactions
 13.85.-t,Scattering of composite particles,0.937257252739898,Hadron-induced high- and super-high-energy interactions
 13.30.Eg,Decay measurements,1.5060407524091746,Hadronic decays
@@ -414,7 +414,7 @@ pacs,topic,value,description
 13.30.Eg,Hadronic zoo,1.111216512752511,Hadronic decays
 13.30.Eg,Meson phenomenology,1.0363968678421676,Hadronic decays
 13.30.Eg,Amplitude of processes in colliders,0.896342686866093,Hadronic decays
-12.39.Hg,QCD,1.1580079909598904,Heavy quark effective theory
+12.39.Hg,Quantum Chromodynamics (QCD),1.1580079909598904,Heavy quark effective theory
 12.39.Hg,Lepton/Meson decay,1.0520695779287466,Heavy quark effective theory
 12.39.Hg,Heavy quarks and ions,0.9794114624550284,Heavy quark effective theory
 12.39.Hg,Meson phenomenology,0.8758877738703682,Heavy quark effective theory
@@ -436,9 +436,9 @@ pacs,topic,value,description
 04.50.-h,Inflation,0.8499370219033169,Higher-dimensional gravity and other theories of gravity
 24.10.Nz,Astrophysics,1.7433341973393226,Hydrodynamic models
 24.10.Nz,Electromagnetism,1.4468776942322323,Hydrodynamic models
-24.10.Nz,Systems dynamics and thermodynamics,1.2098067217469273,Hydrodynamic models
+24.10.Nz,Quantum systems and thermodynamics,1.2098067217469273,Hydrodynamic models
 24.10.Nz,Heavy quarks and ions,1.1940133254411116,Hydrodynamic models
-24.10.Nz,QCD,0.8897917970785537,Hydrodynamic models
+24.10.Nz,Quantum Chromodynamics (QCD),0.8897917970785537,Hydrodynamic models
 14.20.Jn,Form factors,1.1809168298292076,Hyperons
 14.20.Jn,Spin/angular momentum/polarization,1.0668392360564858,Hyperons
 14.20.Jn,Amplitude of processes in colliders,0.8514241539678676,Hyperons
@@ -446,32 +446,32 @@ pacs,topic,value,description
 14.20.Jn,Hadronic zoo,0.8182492891018627,Hyperons
 13.85.Ni,Cross-sections in colliders,1.4273480104113687,Inclusive production with identified hadrons
 13.85.Ni,Spin/angular momentum/polarization,1.3534676343096566,Inclusive production with identified hadrons
-13.85.Ni,Events in colliders (kinematics),1.28036421160173,Inclusive production with identified hadrons
+13.85.Ni,Events in colliders (kinematics?),1.28036421160173,Inclusive production with identified hadrons
 13.85.Ni,Partons distributions,1.2134375976854606,Inclusive production with identified hadrons
 13.85.Ni,Heavy quarks and ions,1.1335631990262434,Inclusive production with identified hadrons
-13.85.Qk,Events in colliders (kinematics),1.565675031095485,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
-13.85.Qk,Events in colliders (signatures),1.366631568937322,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
+13.85.Qk,Events in colliders (kinematics?),1.565675031095485,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
+13.85.Qk,Events in colliders (signatures?),1.366631568937322,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
 13.85.Qk,Cross-sections in colliders,1.3641260392133647,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
 13.85.Qk,Partons distributions,1.0203020927086488,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
 13.85.Qk,Spin/angular momentum/polarization,0.9006735105054854,"Inclusive production with identified leptons, photons, or other nonhadronic particles"
 13.85.Hd,Cross-sections in colliders,1.2418480513245669,Inelastic scattering: many-particle final states
 13.85.Hd,Scattering of composite particles,1.153264089073695,Inelastic scattering: many-particle final states
-13.85.Hd,Events in colliders (kinematics),1.1270043989452905,Inelastic scattering: many-particle final states
+13.85.Hd,Events in colliders (kinematics?),1.1270043989452905,Inelastic scattering: many-particle final states
 13.85.Hd,Partons distributions,1.0861898173185165,Inelastic scattering: many-particle final states
-13.85.Hd,Events in colliders (signatures),1.0658586722159296,Inelastic scattering: many-particle final states
-02.30.Ik,Superalgebras and superfields,1.7436737867993108,Integrable systems
+13.85.Hd,Events in colliders (signatures?),1.0658586722159296,Inelastic scattering: many-particle final states
+02.30.Ik,Sigma models (?),1.7436737867993108,Integrable systems
 02.30.Ik,Lie algebra,1.2768895806513183,Integrable systems
 02.30.Ik,Conformal Field Theory,0.9825194115016528,Integrable systems
 02.30.Ik,Quantum Field Theory,0.9436098099979452,Integrable systems
 02.30.Ik,Quantum Systems and Equations of motion,0.8318438076067913,Integrable systems
-13.87.-a,Events in colliders (signatures),1.5563730766958217,Jets in large-Q2 scattering
-13.87.-a,Events in colliders (kinematics),1.5290310600270034,Jets in large-Q2 scattering
+13.87.-a,Events in colliders (signatures?),1.5563730766958217,Jets in large-Q2 scattering
+13.87.-a,Events in colliders (kinematics?),1.5290310600270034,Jets in large-Q2 scattering
 13.87.-a,Partons distributions,1.4436126412738406,Jets in large-Q2 scattering
 13.87.-a,Cross-sections in colliders,1.2010722237903335,Jets in large-Q2 scattering
 13.87.-a,Heavy quarks and ions,0.927611958465444,Jets in large-Q2 scattering
 11.10.Ef,Quantum Systems and Equations of motion,1.11194058061654,Lagrangian and Hamiltonian approach
 11.10.Ef,Gauge Theory,1.0856757551543268,Lagrangian and Hamiltonian approach
-11.10.Ef,Chern–Simons,0.8803072862786192,Lagrangian and Hamiltonian approach
+11.10.Ef,Non-abelian theories,0.8803072862786192,Lagrangian and Hamiltonian approach
 11.10.Ef,Lie algebra,0.8284228563077666,Lagrangian and Hamiltonian approach
 11.10.Ef,Quantum Field Theory,0.8178053887253738,Lagrangian and Hamiltonian approach
 12.38.Gc,Symétrie chirale,1.4792905841508954,Lattice QCD calculations
@@ -483,10 +483,10 @@ pacs,topic,value,description
 11.15.Ha,Symétrie chirale,1.2061797628780435,Lattice gauge theory
 11.15.Ha,Algorithms and calculation techniques,1.1654029534081836,Lattice gauge theory
 11.15.Ha,QCD calculation techniques,0.8928780977336734,Lattice gauge theory
-11.15.Ha,Yang-Mills models of matter,0.7498306697752868,Lattice gauge theory
+11.15.Ha,Matter in Yang-Mills theories,0.7498306697752868,Lattice gauge theory
 05.50.+q,Algorithms and calculation techniques,1.3934198829388913,Lattice theory and statistics
 05.50.+q,Conformal Field Theory,1.1537093169308934,Lattice theory and statistics
-05.50.+q,Superalgebras and superfields,1.0045681054527118,Lattice theory and statistics
+05.50.+q,Sigma models (?),1.0045681054527118,Lattice theory and statistics
 05.50.+q,Holographic Principle and dualities,1.0043893611717998,Lattice theory and statistics
 05.50.+q,States of matter,0.899330181745291,Lattice theory and statistics
 13.30.Ce,Lepton/Meson decay,1.6396567556196828,"Leptonic, semileptonic, and radiative decays"
@@ -509,11 +509,11 @@ pacs,topic,value,description
 14.65.Bt,Heavy quarks and ions,0.8886902482057878,Light quarks
 14.65.Bt,Form factors,0.8223138777513418,Light quarks
 14.65.Bt,Meson phenomenology,0.7266530393163428,Light quarks
-13.85.Rm,Events in colliders (kinematics),1.7130364856432398,Limits on production of particles
-13.85.Rm,Events in colliders (signatures),1.685210439718378,Limits on production of particles
+13.85.Rm,Events in colliders (kinematics?),1.7130364856432398,Limits on production of particles
+13.85.Rm,Events in colliders (signatures?),1.685210439718378,Limits on production of particles
 13.85.Rm,Experimental investigation of the leptonic sector,1.384773330708711,Limits on production of particles
 13.85.Rm,Higgs boson,1.2396662123855295,Limits on production of particles
-13.85.Rm,Higgs beyond the SM,1.1803503021597042,Limits on production of particles
+13.85.Rm,Higgs sector beyond the SM,1.1803503021597042,Limits on production of particles
 04.60.Pp,Cosmology and gravity,1.3176003143190014,"Loop quantum gravity, quantum geometry, spin foams"
 04.60.Pp,Quantum Field Theory,0.949600578451288,"Loop quantum gravity, quantum geometry, spin foams"
 04.60.Pp,Lie algebra,0.8711966406168801,"Loop quantum gravity, quantum geometry, spin foams"
@@ -523,7 +523,7 @@ pacs,topic,value,description
 11.30.Cp,Gauge Theory,1.155376086812441,Lorentz and Poincaré invariance
 11.30.Cp,Quantum Field Theory,0.6155849995207267,Lorentz and Poincaré invariance
 11.30.Cp,Effective Field Theory,0.5402766284866658,Lorentz and Poincaré invariance
-11.30.Cp,Chern–Simons,0.5375297283744358,Lorentz and Poincaré invariance
+11.30.Cp,Non-abelian theories,0.5375297283744358,Lorentz and Poincaré invariance
 04.60.Kz,Black holes,1.5811961060860489,Lower dimensional models; minisuperspace models
 04.60.Kz,Space-time geometry and gravity,1.3268652581678466,Lower dimensional models; minisuperspace models
 04.60.Kz,Gravitons and extra-dimensions,1.0774219030109458,Lower dimensional models; minisuperspace models
@@ -532,13 +532,13 @@ pacs,topic,value,description
 11.25.Yb,M-theory and theories of everything,1.628004646090446,M theory
 11.25.Yb,Supergravity,1.6188241641731032,M theory
 11.25.Yb,String theory,1.422402555401816,M theory
-11.25.Yb,Supersymmetric gauge theories,1.346274646061318,M theory
+11.25.Yb,Supersymmetric theories,1.346274646061318,M theory
 11.25.Yb,Topology,1.107137444051714,M theory
 14.80.Hv,String theory,1.70701254128637,Magnetic monopoles
 14.80.Hv,Quantum Systems and Equations of motion,1.1539863715863534,Magnetic monopoles
-14.80.Hv,Chern–Simons,1.0317881883911666,Magnetic monopoles
+14.80.Hv,Non-abelian theories,1.0317881883911666,Magnetic monopoles
 14.80.Hv,Electromagnetism,0.6830279560892519,Magnetic monopoles
-14.80.Hv,Yang-Mills models of matter,0.5487666642403293,Magnetic monopoles
+14.80.Hv,Matter in Yang-Mills theories,0.5487666642403293,Magnetic monopoles
 98.80.Jk,Inflation,1.5228450608057134,Mathematical and relativistic aspects of cosmology
 98.80.Jk,Space-time geometry and gravity,1.1980141542853482,Mathematical and relativistic aspects of cosmology
 98.80.Jk,Cosmology and gravity,1.1154527920184985,Mathematical and relativistic aspects of cosmology
@@ -558,18 +558,18 @@ pacs,topic,value,description
 14.40.-n,Symétrie chirale,0.8080586000545199,Mesons
 14.40.-n,Hadronic zoo,0.7876926116477044,Mesons
 14.40.-n,Form factors,0.6601822432161677,Mesons
-14.40.-n,QCD,0.6391038034504319,Mesons
+14.40.-n,Quantum Chromodynamics (QCD),0.6391038034504319,Mesons
 14.40.Gx,Decay measurements,1.5902766064495617,"Mesons with S=C=B=0, mass > 2.5 GeV (including quarkonia)"
 14.40.Gx,Hadronic zoo,1.5833600723567407,"Mesons with S=C=B=0, mass > 2.5 GeV (including quarkonia)"
 14.40.Gx,Meson phenomenology,1.0642478331906686,"Mesons with S=C=B=0, mass > 2.5 GeV (including quarkonia)"
 14.40.Gx,Experimental investigation of the leptonic sector,1.0553545790293122,"Mesons with S=C=B=0, mass > 2.5 GeV (including quarkonia)"
 14.40.Gx,Lepton/Meson decay,1.03595221555959,"Mesons with S=C=B=0, mass > 2.5 GeV (including quarkonia)"
-12.90.+b,Higgs beyond the SM,0.6497493856083252,Miscellaneous theoretical ideas and models
+12.90.+b,Higgs sector beyond the SM,0.6497493856083252,Miscellaneous theoretical ideas and models
 12.90.+b,Double-beta decay,0.566804022616744,Miscellaneous theoretical ideas and models
 12.90.+b,Higgs boson,0.4758158251579056,Miscellaneous theoretical ideas and models
 12.90.+b,Gauge symmetry breaking/GUTs,0.4266921779225672,Miscellaneous theoretical ideas and models
 12.90.+b,Dark matter in the universe,0.4204920773370229,Miscellaneous theoretical ideas and models
-12.60.-i,Higgs beyond the SM,1.0046104057500247,Models beyond the standard model
+12.60.-i,Higgs sector beyond the SM,1.0046104057500247,Models beyond the standard model
 12.60.-i,Search for BSM physics,0.9352270867901512,Models beyond the standard model
 12.60.-i,Higgs boson,0.9193921925526032,Models beyond the standard model
 12.60.-i,Top quark,0.8300513694475941,Models beyond the standard model
@@ -615,9 +615,9 @@ pacs,topic,value,description
 25.30.Pt,Annihilation and scattering cross-sections,0.866054155627908,Neutrino-induced reactions
 25.30.Pt,Cross-sections in colliders,0.7300500075327381,Neutrino-induced reactions
 14.80.Cp,Higgs boson,1.7695780369836431,Non-standard-model Higgs bosons
-14.80.Cp,Higgs beyond the SM,1.600367055269122,Non-standard-model Higgs bosons
+14.80.Cp,Higgs sector beyond the SM,1.600367055269122,Non-standard-model Higgs bosons
 14.80.Cp,Top quark,0.942457774854211,Non-standard-model Higgs bosons
-14.80.Cp,Susy phenomenology and superpartners,0.8181212974801564,Non-standard-model Higgs bosons
+14.80.Cp,Supersymmetric particles,0.8181212974801564,Non-standard-model Higgs bosons
 14.80.Cp,Experimental investigation of the leptonic sector,0.7174770343878992,Non-standard-model Higgs bosons
 14.60.St,Solar neutrinos,1.979440988296364,"Non-standard-model neutrinos, right-handed neutrinos, etc."
 14.60.St,Neutrino physics,1.97402018091786,"Non-standard-model neutrinos, right-handed neutrinos, etc."
@@ -626,7 +626,7 @@ pacs,topic,value,description
 14.60.St,Double-beta decay,0.9053568414287672,"Non-standard-model neutrinos, right-handed neutrinos, etc."
 11.10.Nx,Effective Field Theory,1.886602335983984,Noncommutative field theory
 11.10.Nx,Gauge Theory,1.0762564863809398,Noncommutative field theory
-11.10.Nx,Chern–Simons,0.8725593726105632,Noncommutative field theory
+11.10.Nx,Non-abelian theories,0.8725593726105632,Noncommutative field theory
 11.10.Nx,Quantum Field Theory,0.8721023529744153,Noncommutative field theory
 11.10.Nx,Lie algebra,0.8541106831917551,Noncommutative field theory
 02.40.Gh,Effective Field Theory,1.7688235635251324,Noncommutative geometry
@@ -635,7 +635,7 @@ pacs,topic,value,description
 02.40.Gh,Quantum Field Theory,0.916865124721541,Noncommutative geometry
 02.40.Gh,Conformal Field Theory,0.8870950439846423,Noncommutative geometry
 11.10.Lm,String theory,0.9828107729832464,Nonlinear or nonlocal theories and models
-11.10.Lm,Superalgebras and superfields,0.9150850802267768,Nonlinear or nonlocal theories and models
+11.10.Lm,Sigma models (?),0.9150850802267768,Nonlinear or nonlocal theories and models
 11.10.Lm,Quantum Systems and Equations of motion,0.872974363110496,Nonlinear or nonlocal theories and models
 11.10.Lm,Effective Field Theory,0.8156079100067447,Nonlinear or nonlocal theories and models
 11.10.Lm,Quantum Field Theory,0.76873005169795,Nonlinear or nonlocal theories and models
@@ -670,15 +670,15 @@ pacs,topic,value,description
 98.80.Bp,Space-time geometry and gravity,0.9593030576739248,Origin and formation of the Universe
 98.80.Bp,Field theory and gravity,0.8900804511176649,Origin and formation of the Universe
 14.70.Pw,Higgs boson,1.1617120183345615,Other gauge bosons
-14.70.Pw,Events in colliders (kinematics),1.0561380928324011,Other gauge bosons
-14.70.Pw,Events in colliders (signatures),1.040075079105392,Other gauge bosons
-14.70.Pw,Higgs beyond the SM,1.0185584151560445,Other gauge bosons
+14.70.Pw,Events in colliders (kinematics?),1.0561380928324011,Other gauge bosons
+14.70.Pw,Events in colliders (signatures?),1.040075079105392,Other gauge bosons
+14.70.Pw,Higgs sector beyond the SM,1.0185584151560445,Other gauge bosons
 14.70.Pw,Top quark,0.9715445675295886,Other gauge bosons
 11.30.Ly,Lie algebra,0.8809371476901688,Other internal and higher symmetries
 11.30.Ly,Gauge Theory,0.8727721835594835,Other internal and higher symmetries
 11.30.Ly,Gauge symmetry breaking/GUTs,0.8085848607413019,Other internal and higher symmetries
-11.30.Ly,Supersymmetric gauge theories,0.8009982294377981,Other internal and higher symmetries
-11.30.Ly,Chern–Simons,0.7843979525078618,Other internal and higher symmetries
+11.30.Ly,Supersymmetric theories,0.8009982294377981,Other internal and higher symmetries
+11.30.Ly,Non-abelian theories,0.7843979525078618,Other internal and higher symmetries
 14.40.Cs,Meson phenomenology,1.5309731407084144,"Other mesons with S=C=0, mass < 2.5 GeV"
 14.40.Cs,Decay measurements,1.206612641837741,"Other mesons with S=C=0, mass < 2.5 GeV"
 14.40.Cs,Hadronic zoo,1.033062118060542,"Other mesons with S=C=0, mass < 2.5 GeV"
@@ -690,34 +690,34 @@ pacs,topic,value,description
 12.40.-y,Meson phenomenology,0.8163993277927416,Other models for strong interactions
 12.40.-y,Heavy quarks and ions,0.5175475545529372,Other models for strong interactions
 14.80.Ec,Higgs boson,1.905695336756681,Other neutral Higgs bosons
-14.80.Ec,Higgs beyond the SM,1.6467537289719485,Other neutral Higgs bosons
+14.80.Ec,Higgs sector beyond the SM,1.6467537289719485,Other neutral Higgs bosons
 14.80.Ec,Top quark,0.9770871390717062,Other neutral Higgs bosons
-14.80.Ec,Events in colliders (signatures),0.9132999551700722,Other neutral Higgs bosons
+14.80.Ec,Events in colliders (signatures?),0.9132999551700722,Other neutral Higgs bosons
 14.80.Ec,Experimental investigation of the leptonic sector,0.7622017123181908,Other neutral Higgs bosons
-12.38.Lg,QCD,1.418083513100272,Other nonperturbative calculations
+12.38.Lg,Quantum Chromodynamics (QCD),1.418083513100272,Other nonperturbative calculations
 12.38.Lg,Symétrie chirale,0.8773628483134446,Other nonperturbative calculations
 12.38.Lg,QCD calculation techniques,0.765055100471188,Other nonperturbative calculations
 12.38.Lg,Form factors,0.6785740490496532,Other nonperturbative calculations
 12.38.Lg,Meson phenomenology,0.6772763917187135,Other nonperturbative calculations
 11.15.Tk,QCD calculation techniques,0.8447246614243338,Other nonperturbative techniques
 11.15.Tk,Renormalization,0.8143135484536714,Other nonperturbative techniques
-11.15.Tk,Chern–Simons,0.7679486964368261,Other nonperturbative techniques
+11.15.Tk,Non-abelian theories,0.7679486964368261,Other nonperturbative techniques
 11.15.Tk,Gauge Theory,0.7459160298325475,Other nonperturbative techniques
-11.15.Tk,Supersymmetric gauge theories,0.7092265069345055,Other nonperturbative techniques
+11.15.Tk,Supersymmetric theories,0.7092265069345055,Other nonperturbative techniques
 14.80.-j,Dark matter (particles and direct searches),1.1471710738493144,Other particles (including hypothetical)
-14.80.-j,Events in colliders (kinematics),0.8668287083926901,Other particles (including hypothetical)
-14.80.-j,Events in colliders (signatures),0.8644769371362504,Other particles (including hypothetical)
-14.80.-j,Higgs beyond the SM,0.7677341349436069,Other particles (including hypothetical)
+14.80.-j,Events in colliders (kinematics?),0.8668287083926901,Other particles (including hypothetical)
+14.80.-j,Events in colliders (signatures?),0.8644769371362504,Other particles (including hypothetical)
+14.80.-j,Higgs sector beyond the SM,0.7677341349436069,Other particles (including hypothetical)
 14.80.-j,Experimental investigation of the leptonic sector,0.7353135939883007,Other particles (including hypothetical)
 25.75.Dw,Cross-sections in colliders,1.4175823444972853,Particle and resonance production
 25.75.Dw,Heavy quarks and ions,1.400576408479046,Particle and resonance production
 25.75.Dw,Astrophysics,1.351296556647626,Particle and resonance production
-25.75.Dw,Events in colliders (kinematics),1.168345403114878,Particle and resonance production
+25.75.Dw,Events in colliders (kinematics?),1.168345403114878,Particle and resonance production
 25.75.Dw,Electromagnetism,0.8597819229338695,Particle and resonance production
 25.75.Gz,Astrophysics,1.5224523176661988,Particle correlations and fluctuations
 25.75.Gz,Heavy quarks and ions,1.3923648147557024,Particle correlations and fluctuations
 25.75.Gz,Cross-sections in colliders,1.1940310098368188,Particle correlations and fluctuations
-25.75.Gz,Events in colliders (kinematics),1.1206301670501686,Particle correlations and fluctuations
+25.75.Gz,Events in colliders (kinematics?),1.1206301670501686,Particle correlations and fluctuations
 25.75.Gz,Algorithms and calculation techniques,0.9861198066353858,Particle correlations and fluctuations
 98.80.Cq,Inflation,1.7969187019547583,"Particle-theory and field-theory models of the early Universe (including cosmic pancakes, cosmic strings, chaotic phenomena, inflationary universe, etc.)"
 98.80.Cq,Cosmological sources,1.163602463216995,"Particle-theory and field-theory models of the early Universe (including cosmic pancakes, cosmic strings, chaotic phenomena, inflationary universe, etc.)"
@@ -726,13 +726,13 @@ pacs,topic,value,description
 98.80.Cq,Gravitons and extra-dimensions,0.715153027230015,"Particle-theory and field-theory models of the early Universe (including cosmic pancakes, cosmic strings, chaotic phenomena, inflationary universe, etc.)"
 12.38.Bx,Partons distributions,1.4332983953648628,Perturbative calculations
 12.38.Bx,Perturbative QCD,1.026098236828502,Perturbative calculations
-12.38.Bx,Loops and next order expansions in Feynman Diagrams,0.8870665559726095,Perturbative calculations
+12.38.Bx,Loops and higher order expansions in Feynman Diagrams,0.8870665559726095,Perturbative calculations
 12.38.Bx,Cross-sections in colliders,0.8406645248025212,Perturbative calculations
 12.38.Bx,Scattering of composite particles,0.7149385906074884,Perturbative calculations
 12.39.-x,Meson phenomenology,0.986634394135354,Phenomenological quark models
 12.39.-x,Symétrie chirale,0.911218343716118,Phenomenological quark models
 12.39.-x,Thermodynamics,0.6869968298951636,Phenomenological quark models
-12.39.-x,QCD,0.653886825747965,Phenomenological quark models
+12.39.-x,Quantum Chromodynamics (QCD),0.653886825747965,Phenomenological quark models
 12.39.-x,Hadronic zoo,0.6289715679481924,Phenomenological quark models
 04.60.Bc,Black holes,1.272409536456767,Phenomenology of quantum gravity
 04.60.Bc,Cosmology and gravity,0.9839897983675568,Phenomenology of quantum gravity
@@ -747,7 +747,7 @@ pacs,topic,value,description
 14.70.Bh,Experiments on light,1.0081780049384552,Photons
 14.70.Bh,Annihilation and scattering cross-sections,0.8569518622731892,Photons
 14.70.Bh,Partons distributions,0.8287846190937362,Photons
-14.70.Bh,Events in colliders (kinematics),0.6988880848347458,Photons
+14.70.Bh,Events in colliders (kinematics?),0.6988880848347458,Photons
 14.70.Bh,Spin/angular momentum/polarization,0.6679092447015815,Photons
 04.70.-s,Black holes,2.5697771921809487,Physics of black holes
 04.70.-s,Space-time geometry and gravity,1.2850852573089198,Physics of black holes
@@ -769,16 +769,16 @@ pacs,topic,value,description
 12.39.Pn,Decay measurements,0.7642147649576964,Potential models
 12.39.Pn,Heavy quarks and ions,0.7526055573162266,Potential models
 12.39.Pn,Symétrie chirale,0.7139797026437672,Potential models
-13.87.Ce,Events in colliders (kinematics),1.6028962567430245,Production
+13.87.Ce,Events in colliders (kinematics?),1.6028962567430245,Production
 13.87.Ce,Partons distributions,1.456028761262327,Production
-13.87.Ce,Events in colliders (signatures),1.4452751772372756,Production
+13.87.Ce,Events in colliders (signatures?),1.4452751772372756,Production
 13.87.Ce,Cross-sections in colliders,1.3957241314755455,Production
 13.87.Ce,Scattering of composite particles,1.0347320586906277,Production
 11.25.Db,Amplitudes and Feynman Diagram,1.5678040441425294,Properties of perturbation theory
-11.25.Db,Supersymmetric gauge theories,0.9344257699013064,Properties of perturbation theory
+11.25.Db,Supersymmetric theories,0.9344257699013064,Properties of perturbation theory
 11.25.Db,Conformal Field Theory,0.8663423427759838,Properties of perturbation theory
 11.25.Db,M-theory and theories of everything,0.7956255123458155,Properties of perturbation theory
-11.25.Db,Loops and next order expansions in Feynman Diagrams,0.7679311781121672,Properties of perturbation theory
+11.25.Db,Loops and higher order expansions in Feynman Diagrams,0.7679311781121672,Properties of perturbation theory
 14.20.Dh,Form factors,1.332816284825329,Protons and neutrons
 14.20.Dh,Scattering of composite particles,1.2931873327417067,Protons and neutrons
 14.20.Dh,Spin/angular momentum/polarization,1.1479001169138532,Protons and neutrons
@@ -801,8 +801,8 @@ pacs,topic,value,description
 98.80.Qc,Space-time geometry and gravity,0.8222928575844367,Quantum cosmology
 12.20.-m,Experiments on light,1.0825072192461205,Quantum electrodynamics
 12.20.-m,Electromagnetism,0.8846188896901207,Quantum electrodynamics
-12.20.-m,Loops and next order expansions in Feynman Diagrams,0.8366021852613974,Quantum electrodynamics
-12.20.-m,Chern–Simons,0.5782161791825943,Quantum electrodynamics
+12.20.-m,Loops and higher order expansions in Feynman Diagrams,0.8366021852613974,Quantum electrodynamics
+12.20.-m,Non-abelian theories,0.5782161791825943,Quantum electrodynamics
 12.20.-m,Gauge Theory,0.5128088807782843,Quantum electrodynamics
 04.62.+v,Black holes,1.4251461828679048,Quantum fields in curved spacetime
 04.62.+v,Space-time geometry and gravity,1.0677114230304363,Quantum fields in curved spacetime
@@ -818,7 +818,7 @@ pacs,topic,value,description
 03.65.-w,Lie algebra,0.9444870113407714,Quantum mechanics
 03.65.-w,Quantum Systems and Equations of motion,0.941150315740994,Quantum mechanics
 03.65.-w,Effective Field Theory,0.847346563400031,Quantum mechanics
-03.65.-w,Chern–Simons,0.6441363068965577,Quantum mechanics
+03.65.-w,Non-abelian theories,0.6441363068965577,Quantum mechanics
 12.15.Ff,Solar neutrinos,1.4812320924775024,Quark and lepton masses and mixing
 12.15.Ff,Flavor mixing,1.3613274045687012,Quark and lepton masses and mixing
 12.15.Ff,Neutrino physics,1.036667368731776,Quark and lepton masses and mixing
@@ -853,7 +853,7 @@ pacs,topic,value,description
 25.75.-q,Heavy quarks and ions,1.3692321045323057,Relativistic heavy-ion collisions
 25.75.-q,Cross-sections in colliders,1.158196236566175,Relativistic heavy-ion collisions
 25.75.-q,Electromagnetism,1.1120590136535728,Relativistic heavy-ion collisions
-25.75.-q,Events in colliders (kinematics),0.8651297868047478,Relativistic heavy-ion collisions
+25.75.-q,Events in colliders (kinematics?),0.8651297868047478,Relativistic heavy-ion collisions
 12.39.Ki,Form factors,1.3434172052094957,Relativistic quark model
 12.39.Ki,Meson phenomenology,1.0940759736318044,Relativistic quark model
 12.39.Ki,Symétrie chirale,0.97723070286199,Relativistic quark model
@@ -862,13 +862,13 @@ pacs,topic,value,description
 03.65.Pm,Electromagnetism,1.1117339784873452,Relativistic wave equations
 03.65.Pm,Quantum Systems and Equations of motion,1.0395609287625185,Relativistic wave equations
 03.65.Pm,Quantum Field Theory,0.9376776918888408,Relativistic wave equations
-03.65.Pm,Chern–Simons,0.7155058612892512,Relativistic wave equations
+03.65.Pm,Non-abelian theories,0.7155058612892512,Relativistic wave equations
 03.65.Pm,Lie algebra,0.6878143892703379,Relativistic wave equations
 11.10.Gh,Renormalization,1.455644650388335,Renormalization
 11.10.Gh,QCD calculation techniques,0.96080917302426,Renormalization
 11.10.Gh,Lattice calculation techniques,0.7389056548714121,Renormalization
 11.10.Gh,Gauge Theory,0.73594742169382,Renormalization
-11.10.Gh,Loops and next order expansions in Feynman Diagrams,0.7147643135406602,Renormalization
+11.10.Gh,Loops and higher order expansions in Feynman Diagrams,0.7147643135406602,Renormalization
 11.10.Hi,Renormalization,1.768537892882784,Renormalization group evolution of parameters
 11.10.Hi,QCD calculation techniques,0.5797495340844399,Renormalization group evolution of parameters
 11.10.Hi,Perturbative QCD,0.5592625705257264,Renormalization group evolution of parameters
@@ -890,24 +890,24 @@ pacs,topic,value,description
 04.20.Gz,Topology,0.89415442591659,"Spacetime topology, causal structure, spinor structure"
 04.20.Gz,Supergravity,0.8245640934563735,"Spacetime topology, causal structure, spinor structure"
 12.20.Ds,Experiments on light,1.3050375390835651,Specific calculations
-12.20.Ds,Loops and next order expansions in Feynman Diagrams,1.084018075670218,Specific calculations
+12.20.Ds,Loops and higher order expansions in Feynman Diagrams,1.084018075670218,Specific calculations
 12.20.Ds,Electromagnetism,0.9679974015770356,Specific calculations
 12.20.Ds,Amplitudes and Feynman Diagram,0.6700848454575348,Specific calculations
 12.20.Ds,Annihilation and scattering cross-sections,0.6021504145410278,Specific calculations
 11.30.Qc,Gauge symmetry breaking/GUTs,0.9569828161947812,Spontaneous and radiative symmetry breaking
-11.30.Qc,Yang-Mills models of matter,0.8743052294561252,Spontaneous and radiative symmetry breaking
+11.30.Qc,Matter in Yang-Mills theories,0.8743052294561252,Spontaneous and radiative symmetry breaking
 11.30.Qc,Thermodynamics,0.7776025156646534,Spontaneous and radiative symmetry breaking
 11.30.Qc,Symétrie chirale,0.6902539426128061,Spontaneous and radiative symmetry breaking
 11.30.Qc,States of matter,0.5344372781552661,Spontaneous and radiative symmetry breaking
 11.15.Ex,Gauge symmetry breaking/GUTs,1.152353352150704,Spontaneous breaking of gauge symmetries
-11.15.Ex,Yang-Mills models of matter,0.8826740422369435,Spontaneous breaking of gauge symmetries
+11.15.Ex,Matter in Yang-Mills theories,0.8826740422369435,Spontaneous breaking of gauge symmetries
 11.15.Ex,Higgs boson,0.8065117365958924,Spontaneous breaking of gauge symmetries
-11.15.Ex,Higgs beyond the SM,0.7996703259023658,Spontaneous breaking of gauge symmetries
-11.15.Ex,Chern–Simons,0.5513124316192308,Spontaneous breaking of gauge symmetries
+11.15.Ex,Higgs sector beyond the SM,0.7996703259023658,Spontaneous breaking of gauge symmetries
+11.15.Ex,Non-abelian theories,0.5513124316192308,Spontaneous breaking of gauge symmetries
 14.80.Bn,Higgs boson,1.694411328710218,Standard-model Higgs bosons
-14.80.Bn,Higgs beyond the SM,1.3722692316397536,Standard-model Higgs bosons
-14.80.Bn,Events in colliders (signatures),1.0631139174457516,Standard-model Higgs bosons
-14.80.Bn,Events in colliders (kinematics),1.0223418674295497,Standard-model Higgs bosons
+14.80.Bn,Higgs sector beyond the SM,1.3722692316397536,Standard-model Higgs bosons
+14.80.Bn,Events in colliders (signatures?),1.0631139174457516,Standard-model Higgs bosons
+14.80.Bn,Events in colliders (kinematics?),1.0223418674295497,Standard-model Higgs bosons
 14.80.Bn,Top quark,0.9436888309884636,Standard-model Higgs bosons
 11.25.Wx,Gravitons and extra-dimensions,1.0413736758834866,String and brane phenomenology
 11.25.Wx,Supergravity,0.952928466258958,String and brane phenomenology
@@ -918,62 +918,62 @@ pacs,topic,value,description
 11.25.-w,Supergravity,1.2539522884822942,Strings and branes
 11.25.-w,M-theory and theories of everything,1.123579266381013,Strings and branes
 11.25.-w,Topology,1.0360969946517244,Strings and branes
-11.25.-w,Supersymmetric gauge theories,0.9700910043283067,Strings and branes
-11.55.Hx,QCD,2.2436153145119944,Sum rules
+11.25.-w,Supersymmetric theories,0.9700910043283067,Strings and branes
+11.55.Hx,Quantum Chromodynamics (QCD),2.2436153145119944,Sum rules
 11.55.Hx,Form factors,1.175552240191172,Sum rules
 11.55.Hx,Meson phenomenology,0.8704631302044182,Sum rules
 11.55.Hx,Hadronic zoo,0.8633356373720705,Sum rules
 11.55.Hx,Symétrie chirale,0.6625943996479818,Sum rules
 12.38.Cy,Partons distributions,1.6210422913310412,Summation of perturbation theory
 12.38.Cy,Perturbative QCD,1.0955927339642595,Summation of perturbation theory
-12.38.Cy,Loops and next order expansions in Feynman Diagrams,0.9993843300541873,Summation of perturbation theory
+12.38.Cy,Loops and higher order expansions in Feynman Diagrams,0.9993843300541873,Summation of perturbation theory
 12.38.Cy,Cross-sections in colliders,0.8738642370960551,Summation of perturbation theory
 12.38.Cy,Scattering of composite particles,0.83361736151838,Summation of perturbation theory
 04.65.+e,Supergravity,1.576645829047398,Supergravity
 04.65.+e,M-theory and theories of everything,1.343287199570929,Supergravity
-04.65.+e,Supersymmetric gauge theories,1.2030341354279042,Supergravity
+04.65.+e,Supersymmetric theories,1.2030341354279042,Supergravity
 04.65.+e,Black holes,1.0542930084203663,Supergravity
 04.65.+e,String theory,0.9725041491468974,Supergravity
 14.80.Da,Higgs boson,1.873721864538094,Supersymmetric Higgs bosons
-14.80.Da,Higgs beyond the SM,1.6387669247208556,Supersymmetric Higgs bosons
-14.80.Da,Susy phenomenology and superpartners,1.2678347442818387,Supersymmetric Higgs bosons
+14.80.Da,Higgs sector beyond the SM,1.6387669247208556,Supersymmetric Higgs bosons
+14.80.Da,Supersymmetric particles,1.2678347442818387,Supersymmetric Higgs bosons
 14.80.Da,Top quark,0.8438009143554515,Supersymmetric Higgs bosons
 14.80.Da,Dark matter (particles and direct searches),0.8239893890815116,Supersymmetric Higgs bosons
-12.60.Jv,Susy phenomenology and superpartners,1.3525244591934356,Supersymmetric models
-12.60.Jv,Higgs beyond the SM,1.1892023952740978,Supersymmetric models
+12.60.Jv,Supersymmetric particles,1.3525244591934356,Supersymmetric models
+12.60.Jv,Higgs sector beyond the SM,1.1892023952740978,Supersymmetric models
 12.60.Jv,Higgs boson,1.0747693825594715,Supersymmetric models
 12.60.Jv,Dark matter (particles and direct searches),0.8026369575861934,Supersymmetric models
 12.60.Jv,Flavour physics,0.6902516056960077,Supersymmetric models
-14.80.Ly,Susy phenomenology and superpartners,1.6838283962804943,Supersymmetric partners of known particles
-14.80.Ly,Higgs beyond the SM,1.2787215563170828,Supersymmetric partners of known particles
+14.80.Ly,Supersymmetric particles,1.6838283962804943,Supersymmetric partners of known particles
+14.80.Ly,Higgs sector beyond the SM,1.2787215563170828,Supersymmetric partners of known particles
 14.80.Ly,Dark matter (particles and direct searches),1.1490763730547031,Supersymmetric partners of known particles
-14.80.Ly,Events in colliders (kinematics),1.022515888311011,Supersymmetric partners of known particles
-14.80.Ly,Events in colliders (signatures),0.9724854174323966,Supersymmetric partners of known particles
-11.30.Pb,Supersymmetric gauge theories,1.3685680288271334,Supersymmetry
+14.80.Ly,Events in colliders (kinematics?),1.022515888311011,Supersymmetric partners of known particles
+14.80.Ly,Events in colliders (signatures?),0.9724854174323966,Supersymmetric partners of known particles
+11.30.Pb,Supersymmetric theories,1.3685680288271334,Supersymmetry
 11.30.Pb,Supergravity,1.286585730192782,Supersymmetry
-11.30.Pb,Superalgebras and superfields,1.0916960370729387,Supersymmetry
+11.30.Pb,Sigma models (?),1.0916960370729387,Supersymmetry
 11.30.Pb,M-theory and theories of everything,0.9344706942436396,Supersymmetry
 11.30.Pb,Conformal Field Theory,0.8435316254281442,Supersymmetry
 11.30.-j,Gauge Theory,0.93301814635134,Symmetry and conservation laws
-11.30.-j,Superalgebras and superfields,0.929242446530988,Symmetry and conservation laws
+11.30.-j,Sigma models (?),0.929242446530988,Symmetry and conservation laws
 11.30.-j,Black holes,0.8278931345995807,Symmetry and conservation laws
 11.30.-j,Quantum Field Theory,0.8226742244805141,Symmetry and conservation laws
 11.30.-j,Lie algebra,0.8225541147134071,Symmetry and conservation laws
-12.60.Nz,Yang-Mills models of matter,1.2331072918068855,Technicolor models
-12.60.Nz,Higgs beyond the SM,1.1537196143383956,Technicolor models
+12.60.Nz,Matter in Yang-Mills theories,1.2331072918068855,Technicolor models
+12.60.Nz,Higgs sector beyond the SM,1.1537196143383956,Technicolor models
 12.60.Nz,Higgs boson,0.8668089797691017,Technicolor models
 12.60.Nz,Hadronic zoo,0.8585061234767888,Technicolor models
 12.60.Nz,Renormalization,0.8453527568835966,Technicolor models
-03.70.+k,Systems dynamics and thermodynamics,0.9557386443064076,Theory of quantized fields
+03.70.+k,Quantum systems and thermodynamics,0.9557386443064076,Theory of quantized fields
 03.70.+k,Quantum Field Theory,0.9522228916009594,Theory of quantized fields
 03.70.+k,Boundary conditions/non-locality,0.9018837782479384,Theory of quantized fields
 03.70.+k,Gauge Theory,0.7993713752183935,Theory of quantized fields
 03.70.+k,Field theory and gravity,0.6955432955169693,Theory of quantized fields
 14.65.Ha,Top quark,1.9627738234084984,Top quarks
-14.65.Ha,Events in colliders (kinematics),1.329496294002428,Top quarks
-14.65.Ha,Events in colliders (signatures),1.2287935335863875,Top quarks
+14.65.Ha,Events in colliders (kinematics?),1.329496294002428,Top quarks
+14.65.Ha,Events in colliders (signatures?),1.2287935335863875,Top quarks
 14.65.Ha,Cross-sections in colliders,0.9901267942232408,Top quarks
-14.65.Ha,Higgs beyond the SM,0.8243997940437461,Top quarks
+14.65.Ha,Higgs sector beyond the SM,0.8243997940437461,Top quarks
 13.60.Hb,Scattering of composite particles,1.784061510032681,Total and inclusive cross sections (including deep-inelastic processes)
 13.60.Hb,Partons distributions,1.3517763830364526,Total and inclusive cross sections (including deep-inelastic processes)
 13.60.Hb,Spin/angular momentum/polarization,1.1575763646742183,Total and inclusive cross sections (including deep-inelastic processes)
@@ -981,31 +981,31 @@ pacs,topic,value,description
 13.60.Hb,Heavy quarks and ions,0.9513034740122444,Total and inclusive cross sections (including deep-inelastic processes)
 13.85.Lg,Annihilation and scattering cross-sections,1.5995323296295942,Total cross sections
 13.85.Lg,Cross-sections in colliders,1.5718401223514762,Total cross sections
-13.85.Lg,Events in colliders (kinematics),1.0937116457937228,Total cross sections
+13.85.Lg,Events in colliders (kinematics?),1.0937116457937228,Total cross sections
 13.85.Lg,Scattering of composite particles,0.9890956303296362,Total cross sections
-13.85.Lg,Events in colliders (signatures),0.8532631074453966,Total cross sections
+13.85.Lg,Events in colliders (signatures?),0.8532631074453966,Total cross sections
 12.10.Kt,Gauge symmetry breaking/GUTs,1.2603449227139831,Unification of couplings; mass relations
 12.10.Kt,Higgs boson,1.117695648339966,Unification of couplings; mass relations
 12.10.Kt,Flavour physics,0.9990931595886396,Unification of couplings; mass relations
-12.10.Kt,Yang-Mills models of matter,0.991847437687146,Unification of couplings; mass relations
-12.10.Kt,Higgs beyond the SM,0.9798696127640024,Unification of couplings; mass relations
+12.10.Kt,Matter in Yang-Mills theories,0.991847437687146,Unification of couplings; mass relations
+12.10.Kt,Higgs sector beyond the SM,0.9798696127640024,Unification of couplings; mass relations
 12.10.-g,Gauge symmetry breaking/GUTs,1.1440499930183308,Unified field theories and models
 12.10.-g,Topology,0.7077525702775956,Unified field theories and models
-12.10.-g,Yang-Mills models of matter,0.6978946848020786,Unified field theories and models
+12.10.-g,Matter in Yang-Mills theories,0.6978946848020786,Unified field theories and models
 12.10.-g,Higgs boson,0.6927608700157126,Unified field theories and models
 12.10.-g,M-theory and theories of everything,0.6744218098463203,Unified field theories and models
 12.10.Dm,Gauge symmetry breaking/GUTs,1.3384132857407347,Unified theories and models of strong and electroweak interactions
-12.10.Dm,Yang-Mills models of matter,1.0641375784881062,Unified theories and models of strong and electroweak interactions
+12.10.Dm,Matter in Yang-Mills theories,1.0641375784881062,Unified theories and models of strong and electroweak interactions
 12.10.Dm,Flavour physics,0.96346822195944,Unified theories and models of strong and electroweak interactions
 12.10.Dm,Higgs boson,0.945916613695966,Unified theories and models of strong and electroweak interactions
-12.10.Dm,Higgs beyond the SM,0.9267628177751704,Unified theories and models of strong and electroweak interactions
-14.70.Fm,Events in colliders (kinematics),1.5334060905152278,W bosons
-14.70.Fm,Events in colliders (signatures),1.3531049158160369,W bosons
+12.10.Dm,Higgs sector beyond the SM,0.9267628177751704,Unified theories and models of strong and electroweak interactions
+14.70.Fm,Events in colliders (kinematics?),1.5334060905152278,W bosons
+14.70.Fm,Events in colliders (signatures?),1.3531049158160369,W bosons
 14.70.Fm,Cross-sections in colliders,1.0666675512100183,W bosons
 14.70.Fm,Experimental investigation of the leptonic sector,1.0161891186341807,W bosons
 14.70.Fm,Higgs boson,1.0070599258864124,W bosons
-14.70.Hp,Events in colliders (kinematics),1.4810284272640146,Z bosons
-14.70.Hp,Events in colliders (signatures),1.3498749936106005,Z bosons
+14.70.Hp,Events in colliders (kinematics?),1.4810284272640146,Z bosons
+14.70.Hp,Events in colliders (signatures?),1.3498749936106005,Z bosons
 14.70.Hp,Cross-sections in colliders,1.210994529567157,Z bosons
 14.70.Hp,Experimental investigation of the leptonic sector,1.0036291226164424,Z bosons
 14.70.Hp,Higgs boson,0.9848391393312108,Z bosons

+ 2 - 2
plots/citation_matrix.py

@@ -23,7 +23,7 @@ matplotlib.rcParams.update(
 def is_hep(categories: str):
     return any(["-HEP" in x for x in categories])
 
-articles = pd.read_parquet("inspire-harvest/database/articles.parquet")[["article_id", "categories", "date_created", "abstract", "title"]]
+articles = pd.read_parquet("inspire-harvest/database/articles.parquet")[["article_id", "categories", "date_created"]]
 articles["is_hep"] = articles.categories.map(is_hep)
 
 articles = articles[articles["is_hep"]]
@@ -32,7 +32,7 @@ articles["exp"] = articles.categories.map(lambda l: "Experiment-HEP" in l)
 articles["ph"] = articles.categories.map(lambda l: "Phenomenology-HEP" in l)
 
 articles["year"] = articles["date_created"].str[:4].replace('', 0).astype(int)
-articles = articles[(articles["year"] >= 2011) & (articles["year"] < 2020)]
+articles = articles[(articles["year"] >= 2001) & (articles["year"] < 2020)]
 
 references = pd.read_parquet("inspire-harvest/database/articles_references.parquet")
 references = references.merge(articles[["article_id", "th", "exp", "ph"]], how='inner', left_on="cited", right_on="article_id")

+ 24 - 24
plots/cited_matrix.eps

@@ -4,7 +4,7 @@
 %%Invocation: gs -dBATCH -dNOPAUSE -r6000 -sDEVICE=ps2write -dEPSCrop -sOutputFile=? ?
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@@ -9087,7 +9085,7 @@ q
 83.3333 0 0 83.3333 0 0 cm BT
 /R7 9.96264 Tf
 1 0 0 1 96.36 256.925 Tm
-[(0)-5.88958(.4)-5.88958(9)-5.88958]TJ
+[(0)-5.88958(.4)-5.88958(1)-5.88958]TJ
 ET
 Q
 0.149902 0.149902 0.149902 RG
@@ -9096,7 +9094,7 @@ q
 83.3333 0 0 83.3333 0 0 cm BT
 /R7 9.96264 Tf
 1 0 0 1 191.592 256.925 Tm
-[(0)-5.88958(.2)-5.89076(2)-7770.09(0)-5.89076(.0)-5.89076(1)-5.89076]TJ
+[(0)-5.88958(.1)-5.89076(5)-7770.09(0)-5.89076(.0)-5.89076(1)-5.89076]TJ
 ET
 Q
 1 1 1 RG
@@ -9105,7 +9103,7 @@ q
 83.3333 0 0 83.3333 0 0 cm BT
 /R7 9.96264 Tf
 1 0 0 1 96.36 168.221 Tm
-[(0)-5.88958(.5)-5.88958(0)-7770.1(0)-5.88958(.6)-5.89076(6)-5.89076]TJ
+[(0)-5.88958(.5)-5.88958(8)-7770.1(0)-5.88958(.7)-5.89076(2)-5.89076]TJ
 ET
 Q
 0.149902 0.149902 0.149902 RG
@@ -9114,7 +9112,7 @@ q
 83.3333 0 0 83.3333 0 0 cm BT
 /R7 9.96264 Tf
 1 0 0 1 286.824 168.221 Tm
-[(0)-5.89076(.1)-5.89076(5)-5.89076]TJ
+[(0)-5.89076(.1)-5.89076(4)-5.89076]TJ
 -190.464 -88.704 Td
 [(0)-5.88958(.0)-5.88958(1)-7770.1(0)-5.88958(.1)-5.89076(2)-5.89076]TJ
 ET
@@ -9125,7 +9123,7 @@ q
 83.3333 0 0 83.3333 0 0 cm BT
 /R7 9.96264 Tf
 1 0 0 1 286.824 79.517 Tm
-[(0)-5.89076(.8)-5.89076(4)-5.89076]TJ
+[(0)-5.89076(.8)-5.89076(6)-5.89076]TJ
 ET
 Q
 0 0 0 RG

+ 1 - 1
plots/cites_matrix.pdf

@@ -1 +1 @@
-../.git/annex/objects/j4/gg/MD5E-s10138--9ffe0d0a9e0bb1f6814f1e05bbf6c402.pdf/MD5E-s10138--9ffe0d0a9e0bb1f6814f1e05bbf6c402.pdf
+../.git/annex/objects/gj/8X/MD5E-s10104--45d2be162d94b5844994824a1329f826.pdf/MD5E-s10104--45d2be162d94b5844994824a1329f826.pdf

+ 15 - 15
plots/cites_matrix.pgf

@@ -66,7 +66,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.984744,0.432910,0.307420}%
+\definecolor{currentfill}{rgb}{0.987328,0.536255,0.410765}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -84,7 +84,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.990142,0.768612,0.678093}%
+\definecolor{currentfill}{rgb}{0.994325,0.845998,0.780577}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -102,7 +102,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.999754,0.955617,0.933795}%
+\definecolor{currentfill}{rgb}{0.999877,0.958201,0.937486}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -120,7 +120,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.983576,0.412795,0.288351}%
+\definecolor{currentfill}{rgb}{0.952572,0.291365,0.210842}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -138,7 +138,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.894625,0.189927,0.154787}%
+\definecolor{currentfill}{rgb}{0.823760,0.121030,0.125260}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -156,7 +156,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.994571,0.850550,0.786605}%
+\definecolor{currentfill}{rgb}{0.995556,0.868758,0.810719}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -174,7 +174,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.999754,0.955617,0.933795}%
+\definecolor{currentfill}{rgb}{0.999631,0.953033,0.930104}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -192,7 +192,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.996309,0.883276,0.830450}%
+\definecolor{currentfill}{rgb}{0.996186,0.880692,0.826759}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -210,7 +210,7 @@
 \pgfusepath{clip}%
 \pgfsetbuttcap%
 \pgfsetroundjoin%
-\definecolor{currentfill}{rgb}{0.689719,0.068927,0.091334}%
+\definecolor{currentfill}{rgb}{0.666344,0.063391,0.086413}%
 \pgfsetfillcolor{currentfill}%
 \pgfsetlinewidth{0.000000pt}%
 \definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
@@ -389,13 +389,13 @@
 \definecolor{textcolor}{rgb}{1.000000,1.000000,1.000000}%
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=1.461333in,y=3.608000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.49}%
+\pgftext[x=1.461333in,y=3.608000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.41}%
 \end{pgfscope}%
 \begin{pgfscope}%
 \definecolor{textcolor}{rgb}{0.150000,0.150000,0.150000}%
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=2.784000in,y=3.608000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.22}%
+\pgftext[x=2.784000in,y=3.608000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.15}%
 \end{pgfscope}%
 \begin{pgfscope}%
 \definecolor{textcolor}{rgb}{0.150000,0.150000,0.150000}%
@@ -407,19 +407,19 @@
 \definecolor{textcolor}{rgb}{1.000000,1.000000,1.000000}%
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=1.461333in,y=2.376000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.50}%
+\pgftext[x=1.461333in,y=2.376000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.58}%
 \end{pgfscope}%
 \begin{pgfscope}%
 \definecolor{textcolor}{rgb}{1.000000,1.000000,1.000000}%
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=2.784000in,y=2.376000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.66}%
+\pgftext[x=2.784000in,y=2.376000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.72}%
 \end{pgfscope}%
 \begin{pgfscope}%
 \definecolor{textcolor}{rgb}{0.150000,0.150000,0.150000}%
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=4.106667in,y=2.376000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.15}%
+\pgftext[x=4.106667in,y=2.376000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.14}%
 \end{pgfscope}%
 \begin{pgfscope}%
 \definecolor{textcolor}{rgb}{0.150000,0.150000,0.150000}%
@@ -437,7 +437,7 @@
 \definecolor{textcolor}{rgb}{1.000000,1.000000,1.000000}%
 \pgfsetstrokecolor{textcolor}%
 \pgfsetfillcolor{textcolor}%
-\pgftext[x=4.106667in,y=1.144000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.84}%
+\pgftext[x=4.106667in,y=1.144000in,,]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0.86}%
 \end{pgfscope}%
 \begin{pgfscope}%
 \pgfsetbuttcap%

+ 27 - 5
plots/trades_years.py

@@ -19,6 +19,8 @@ plt.rcParams["text.latex.preamble"].join([
 
 import seaborn as sns
 
+from sklearn import linear_model
+
 citations_th_ph = pd.read_csv(f"output/trading_zone_0_1/citations.csv")
 citations_ph_th = pd.read_csv(f"output/trading_zone_1_0/citations.csv")
 citations_th_ph["year_cites"] += 2001
@@ -52,10 +54,30 @@ p_t_ph_th["ratio_time"] = p_t_ph_th["total"]/p_t_ph_th["total_cites"]
 
 ratio_ph_th = p_t_ph_th.reset_index()
 ratio_ph_th = ratio_ph_th[ratio_ph_th["year_cited"]>=2001]
+
+clf = linear_model.BayesianRidge()
+clf.fit(ratio_ph_th[["year_cites"]], ratio_ph_th["ratio"])
+print(clf.score(ratio_ph_th[["year_cites"]], ratio_ph_th["ratio"]))
+
+clf = linear_model.BayesianRidge()
+clf.fit(ratio_ph_th[["year_cited"]], ratio_ph_th["ratio"])
+print(clf.score(ratio_ph_th[["year_cited"]], ratio_ph_th["ratio"]))
+
 ratio_ph_th = ratio_ph_th.pivot(columns="year_cited", index="year_cites", values="ratio")
 
 ratio_th_ph = p_t_th_ph.reset_index()
 ratio_th_ph = ratio_th_ph[ratio_th_ph["year_cited"]>=2001]
+
+print(ratio_th_ph["total"].describe())
+
+clf = linear_model.BayesianRidge()
+clf.fit(ratio_th_ph[["year_cites"]], ratio_th_ph["ratio"])
+print(clf.score(ratio_th_ph[["year_cites"]], ratio_th_ph["ratio"]))
+
+clf = linear_model.BayesianRidge()
+clf.fit(ratio_th_ph[["year_cited"]], ratio_th_ph["ratio"])
+print(clf.score(ratio_th_ph[["year_cited"]], ratio_th_ph["ratio"]))
+
 ratio_th_ph = ratio_th_ph.pivot(columns="year_cited", index="year_cites", values="ratio")
 
 fig, axes = plt.subplots(nrows=2, ncols=1, sharex=True, sharey=True, figsize = [6.4, 4.8*2])
@@ -63,14 +85,14 @@ sns.heatmap(ratio_th_ph, cmap="Reds", vmin=0, vmax=0.13, ax=axes[0])
 axes[0].invert_yaxis()
 axes[0].set(xlabel=None)
 axes[0].set(xlabel=None)
-axes[0].set_ylabel("citing paper year")
-axes[0].set_title("citations of theoretical papers by phenomenological papers")
+axes[0].set_ylabel("citing paper publication year")
+axes[0].set_title("$P($trade$)_{\\mathrm{th} \\to \\mathrm{ph}}$")
 
 sns.heatmap(ratio_ph_th, cmap="Reds", vmin=0, vmax=0.13, ax=axes[1])
 axes[1].invert_yaxis()
-axes[1].set_xlabel("cited paper year")
-axes[1].set_ylabel("citing paper year")
-axes[1].set_title("citations of phenomenological papers by theoretical papers")
+axes[1].set_xlabel("cited paper publication year")
+axes[1].set_ylabel("citing paper publication year")
+axes[1].set_title("$P($trade$)_{\\mathrm{ph} \\to \\mathrm{th}}$")
 fig.savefig("plots/trading_zone_years.eps", bbox_inches="tight")
 
 ratio = p_t_ph_th.reset_index()

Rozdílová data souboru nebyla zobrazena, protože soubor je příliš velký
+ 1378 - 1192
plots/trading_zone_years.eps


+ 1 - 1
plots/trading_zone_years_time_0_1.eps

@@ -4,7 +4,7 @@
 %%Invocation: gs -dBATCH -dNOPAUSE -r6000 -sDEVICE=ps2write -dEPSCrop -sOutputFile=? ?
 %%Creator: GPL Ghostscript 9561 (ps2write)
 %%LanguageLevel: 2
-%%CreationDate: D:20230205182225+01'00'
+%%CreationDate: D:20230206111356+01'00'
 %%EndComments
 %%BeginProlog
 save

+ 1 - 1
plots/trading_zone_years_time_1_0.eps

@@ -4,7 +4,7 @@
 %%Invocation: gs -dBATCH -dNOPAUSE -r6000 -sDEVICE=ps2write -dEPSCrop -sOutputFile=? ?
 %%Creator: GPL Ghostscript 9561 (ps2write)
 %%LanguageLevel: 2
-%%CreationDate: D:20230205182219+01'00'
+%%CreationDate: D:20230206111353+01'00'
 %%EndComments
 %%BeginProlog
 save

+ 323 - 323
tables/validation.tex

@@ -2,13 +2,13 @@
 \caption{PACS categories most correlated to the topics derived with the unsupervised model. Correlation is measured as the mutual pointwise information (pmi).}
 \label{table:full_topics_pacs_pmi}\\
 \toprule
-                                                               &                                          &   pmi \\
+                                        &                    &   pmi \\
 topic & PACS category &       \\
 \midrule
 \endfirsthead
 \caption[]{PACS categories most correlated to the topics derived with the unsupervised model. Correlation is measured as the mutual pointwise information (pmi).} \\
 \toprule
-                                                               &                                          &   pmi \\
+                                        &                    &   pmi \\
 topic & PACS category &       \\
 \midrule
 \endhead
@@ -20,452 +20,452 @@ topic & PACS category &       \\
 \bottomrule
 \endlastfoot
 \multirow{5}{*}{\begin{tabular}{l}Algorithms and\\ calculation\\ techniques\end{tabular}} & Lattice theory and statistics &  1.39 \\
-                                                               & Lattice gauge theory &  1.17 \\
-                                                               & Lattice QCD calculations &  1.12 \\
-                                                               & Particle correlations and fluctuations &  0.99 \\
-                                                               & Inelastic scattering: many-particle final states &  0.80 \\
+                                        & Lattice gauge theory &  1.17 \\
+                                        & Lattice QCD calculations &  1.12 \\
+                                        & Particle correlations and fluctuations &  0.99 \\
+                                        & Inelastic scattering: many-particle final states &  0.80 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Amplitude of\\ processes in\\ colliders\end{tabular}} & Baryon resonances (S=C=B=0) &  1.13 \\
-                                                               & Pion-baryon interactions &  1.10 \\
-                                                               & Meson-meson interactions &  1.03 \\
-                                                               & Nucleon-nucleon interactions &  0.93 \\
-                                                               & Dispersion relations &  0.92 \\
+                                        & Pion-baryon interactions &  1.10 \\
+                                        & Meson-meson interactions &  1.03 \\
+                                        & Nucleon-nucleon interactions &  0.93 \\
+                                        & Dispersion relations &  0.92 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Amplitudes and\\ Feynman Diagram\end{tabular}} & Analytic properties of S matrix &  1.66 \\
-                                                               & Properties of perturbation theory &  1.57 \\
-                                                               & General properties of perturbation theory &  1.39 \\
-                                                               & Dispersion relations &  1.04 \\
-                                                               & Lattice theory and statistics &  0.86 \\
+                                        & Properties of perturbation theory &  1.57 \\
+                                        & General properties of perturbation theory &  1.39 \\
+                                        & Dispersion relations &  1.04 \\
+                                        & Lattice theory and statistics &  0.86 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Analyses and\\ measurements\\ from colliders\end{tabular}} & Neutrino-induced reactions &  0.96 \\
-                                                               & Muons &  0.89 \\
-                                                               & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  0.81 \\
-                                                               & Pion-baryon interactions &  0.79 \\
-                                                               & Meson production &  0.77 \\
+                                        & Muons &  0.89 \\
+                                        & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  0.81 \\
+                                        & Pion-baryon interactions &  0.79 \\
+                                        & Meson production &  0.77 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Annihilation\\ and scattering\\ cross-sections\end{tabular}} & Total cross sections &  1.60 \\
-                                                               & Hadron production in e−e+ interactions &  1.23 \\
-                                                               & Meson production &  1.11 \\
-                                                               & Elastic and Compton scattering &  1.07 \\
-                                                               & Electromagnetic processes and properties &  1.03 \\
+                                        & Hadron production in e−e+ interactions &  1.23 \\
+                                        & Meson production &  1.11 \\
+                                        & Elastic and Compton scattering &  1.07 \\
+                                        & Electromagnetic processes and properties &  1.03 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Astrophysics\end{tabular}} & Collective flow &  1.91 \\
-                                                               & Hydrodynamic models &  1.74 \\
-                                                               & Particle correlations and fluctuations &  1.52 \\
-                                                               & Relativistic heavy-ion collisions &  1.38 \\
-                                                               & Particle and resonance production &  1.35 \\
+                                        & Hydrodynamic models &  1.74 \\
+                                        & Particle correlations and fluctuations &  1.52 \\
+                                        & Relativistic heavy-ion collisions &  1.38 \\
+                                        & Particle and resonance production &  1.35 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Black holes\end{tabular}} & Black holes &  2.64 \\
-                                                               & Quantum aspects of black holes, evaporation, thermodynamics &  2.59 \\
-                                                               & Physics of black holes &  2.57 \\
-                                                               & Classical black holes &  2.55 \\
-                                                               & Higher-dimensional black holes, black strings, and related objects &  2.38 \\
+                                        & Quantum aspects of black holes, evaporation, thermodynamics &  2.59 \\
+                                        & Physics of black holes &  2.57 \\
+                                        & Classical black holes &  2.55 \\
+                                        & Higher-dimensional black holes, black strings, and related objects &  2.38 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Boundary\\ conditions/non-\\ locality\end{tabular}} & Entanglement and quantum nonlocality &  1.18 \\
-                                                               & Theory of quantized fields &  0.90 \\
-                                                               & Foundations of quantum mechanics; measurement theory &  0.80 \\
-                                                               & Conformal field theory, algebraic structures &  0.71 \\
-                                                               & Integrable systems &  0.70 \\
+                                        & Theory of quantized fields &  0.90 \\
+                                        & Foundations of quantum mechanics; measurement theory &  0.80 \\
+                                        & Conformal field theory, algebraic structures &  0.71 \\
+                                        & Integrable systems &  0.70 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}CP violating\\ processes\end{tabular}} & Decays of bottom mesons &  1.53 \\
-                                                               & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  1.48 \\
-                                                               & Bottom mesons (|B|>0) &  1.34 \\
-                                                               & Charge conjugation, parity, time reversal, and other discrete symmetries &  1.30 \\
-                                                               & Decays of bottom mesons &  1.19 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Chern–Simons\end{tabular}} & Gauge field theories &  1.04 \\
-                                                               & Magnetic monopoles &  1.03 \\
-                                                               & Canonical formalism, Lagrangians, and variational principles &  0.97 \\
-                                                               & Lagrangian and Hamiltonian approach &  0.88 \\
-                                                               & Noncommutative field theory &  0.87 \\
+                                        & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  1.48 \\
+                                        & Bottom mesons (|B|>0) &  1.34 \\
+                                        & Charge conjugation, parity, time reversal, and other discrete symmetries &  1.30 \\
+                                        & Decays of bottom mesons &  1.19 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Conformal Field\\ Theory\end{tabular}} & Conformal field theory, algebraic structures &  1.72 \\
-                                                               & Algebraic methods &  1.34 \\
-                                                               & Nonperturbative techniques; string field theory &  1.19 \\
-                                                               & Lattice theory and statistics &  1.15 \\
-                                                               & M theory &  0.99 \\
+                                        & Algebraic methods &  1.34 \\
+                                        & Nonperturbative techniques; string field theory &  1.19 \\
+                                        & Lattice theory and statistics &  1.15 \\
+                                        & M theory &  0.99 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Cosmological\\ sources\end{tabular}} & Background radiations &  1.86 \\
-                                                               & Observational cosmology (including Hubble constant, distance scale, cosmological constant, early Universe, etc) &  1.55 \\
-                                                               & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.49 \\
-                                                               & Dark energy &  1.29 \\
-                                                               & Cosmology &  1.21 \\
+                                        & Observational cosmology (including Hubble constant, distance scale, cosmological constant, early Universe, etc) &  1.55 \\
+                                        & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.49 \\
+                                        & Dark energy &  1.29 \\
+                                        & Cosmology &  1.21 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Cosmology and\\ gravity\end{tabular}} & Lorentz and Poincaré invariance &  1.34 \\
-                                                               & Loop quantum gravity, quantum geometry, spin foams &  1.32 \\
-                                                               & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  1.30 \\
-                                                               & Dark energy &  1.28 \\
-                                                               & Quantum cosmology &  1.26 \\
+                                        & Loop quantum gravity, quantum geometry, spin foams &  1.32 \\
+                                        & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  1.30 \\
+                                        & Dark energy &  1.28 \\
+                                        & Quantum cosmology &  1.26 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Cross-sections\\ in colliders\end{tabular}} & Total cross sections &  1.57 \\
-                                                               & Inclusive production with identified hadrons &  1.43 \\
-                                                               & Particle and resonance production &  1.42 \\
-                                                               & Production &  1.40 \\
-                                                               & Inclusive production with identified leptons, photons, or other nonhadronic particles &  1.36 \\
+                                        & Inclusive production with identified hadrons &  1.43 \\
+                                        & Particle and resonance production &  1.42 \\
+                                        & Production &  1.40 \\
+                                        & Inclusive production with identified leptons, photons, or other nonhadronic particles &  1.36 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Dark matter\\ (particles and\\ direct\\ searches)\end{tabular}} & Dark matter &  2.36 \\
-                                                               & Elementary particle processes &  1.94 \\
-                                                               & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  1.40 \\
-                                                               & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.18 \\
-                                                               & Supersymmetric partners of known particles &  1.15 \\
+                                        & Elementary particle processes &  1.94 \\
+                                        & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  1.40 \\
+                                        & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.18 \\
+                                        & Supersymmetric partners of known particles &  1.15 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Dark matter in\\ the universe\end{tabular}} & Dark matter &  1.86 \\
-                                                               & Dark energy &  1.69 \\
-                                                               & Elementary particle processes &  1.44 \\
-                                                               & Observational cosmology (including Hubble constant, distance scale, cosmological constant, early Universe, etc) &  1.36 \\
-                                                               & Cosmology &  1.27 \\
+                                        & Dark energy &  1.69 \\
+                                        & Elementary particle processes &  1.44 \\
+                                        & Observational cosmology (including Hubble constant, distance scale, cosmological constant, early Universe, etc) &  1.36 \\
+                                        & Cosmology &  1.27 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Decay\\ measurements\end{tabular}} & Decays of charmed mesons &  1.93 \\
-                                                               & Decays of bottom mesons &  1.91 \\
-                                                               & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  1.83 \\
-                                                               & Decays of J/ψ, Υ, and other quarkonia &  1.82 \\
-                                                               & Bottom mesons (|B|>0) &  1.82 \\
+                                        & Decays of bottom mesons &  1.91 \\
+                                        & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  1.83 \\
+                                        & Decays of J/ψ, Υ, and other quarkonia &  1.82 \\
+                                        & Bottom mesons (|B|>0) &  1.82 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Detectors\end{tabular}} & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  1.48 \\
-                                                               & Muons &  0.99 \\
-                                                               & Ordinary neutrinos &  0.98 \\
-                                                               & Neutrino interactions &  0.91 \\
-                                                               & Solar neutrinos &  0.87 \\
+                                        & Muons &  0.99 \\
+                                        & Ordinary neutrinos &  0.98 \\
+                                        & Neutrino interactions &  0.91 \\
+                                        & Solar neutrinos &  0.87 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Double-beta\\ decay\end{tabular}} & Baryons &  1.20 \\
-                                                               & Charmed baryons (|C|>0, B=0) &  1.08 \\
-                                                               & Glueball and nonstandard multi-quark/gluon states &  1.03 \\
-                                                               & Bottom baryons (|B|>0) &  0.99 \\
-                                                               & Hadron mass models and calculations &  0.97 \\
+                                        & Charmed baryons (|C|>0, B=0) &  1.08 \\
+                                        & Glueball and nonstandard multi-quark/gluon states &  1.03 \\
+                                        & Bottom baryons (|B|>0) &  0.99 \\
+                                        & Hadron mass models and calculations &  0.97 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Early-universe\\ and other\\ cosmological\\ data\end{tabular}} & Background radiations &  1.57 \\
-                                                               & Dark matter &  1.38 \\
-                                                               & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  1.28 \\
-                                                               & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.27 \\
-                                                               & Elementary particle processes &  1.11 \\
+                                        & Dark matter &  1.38 \\
+                                        & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  1.28 \\
+                                        & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.27 \\
+                                        & Elementary particle processes &  1.11 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Effective Field\\ Theory\end{tabular}} & Noncommutative field theory &  1.89 \\
-                                                               & Noncommutative geometry &  1.77 \\
-                                                               & Quantum mechanics &  0.85 \\
-                                                               & Nonlinear or nonlocal theories and models &  0.82 \\
-                                                               & Canonical quantization &  0.81 \\
+                                        & Noncommutative geometry &  1.77 \\
+                                        & Quantum mechanics &  0.85 \\
+                                        & Nonlinear or nonlocal theories and models &  0.82 \\
+                                        & Canonical quantization &  0.81 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Electromagnetis\\ m\end{tabular}} & Hydrodynamic models &  1.45 \\
-                                                               & Collective flow &  1.31 \\
-                                                               & Electric and magnetic moments &  1.16 \\
-                                                               & Relativistic heavy-ion collisions &  1.11 \\
-                                                               & Relativistic wave equations &  1.11 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Events in\\ colliders\\ (kinematics)\end{tabular}} & Limits on production of particles &  1.71 \\
-                                                               & Production &  1.60 \\
-                                                               & Inclusive production with identified leptons, photons, or other nonhadronic particles &  1.57 \\
-                                                               & W bosons &  1.53 \\
-                                                               & Jets in large-Q2 scattering &  1.53 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Events in\\ colliders\\ (signatures)\end{tabular}} & Limits on production of particles &  1.69 \\
-                                                               & Jets in large-Q2 scattering &  1.56 \\
-                                                               & Production &  1.45 \\
-                                                               & Inclusive production with identified leptons, photons, or other nonhadronic particles &  1.37 \\
-                                                               & W bosons &  1.35 \\
+                                        & Collective flow &  1.31 \\
+                                        & Electric and magnetic moments &  1.16 \\
+                                        & Relativistic heavy-ion collisions &  1.11 \\
+                                        & Relativistic wave equations &  1.11 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Events in\\ colliders\\ (kinematics?)\end{tabular}} & Limits on production of particles &  1.71 \\
+                                        & Production &  1.60 \\
+                                        & Inclusive production with identified leptons, photons, or other nonhadronic particles &  1.57 \\
+                                        & W bosons &  1.53 \\
+                                        & Jets in large-Q2 scattering &  1.53 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Events in\\ colliders\\ (signatures?)\end{tabular}} & Limits on production of particles &  1.69 \\
+                                        & Jets in large-Q2 scattering &  1.56 \\
+                                        & Production &  1.45 \\
+                                        & Inclusive production with identified leptons, photons, or other nonhadronic particles &  1.37 \\
+                                        & W bosons &  1.35 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Experimental\\ investigation\\ of the leptonic\\ sector\end{tabular}} & Limits on production of particles &  1.38 \\
-                                                               & Electromagnetic decays &  1.30 \\
-                                                               & Decays of J/ψ, Υ, and other quarkonia &  1.26 \\
-                                                               & Decays of J/ψ, Υ, and other quarkonia &  1.19 \\
-                                                               & Muons &  1.18 \\
+                                        & Electromagnetic decays &  1.30 \\
+                                        & Decays of J/ψ, Υ, and other quarkonia &  1.26 \\
+                                        & Decays of J/ψ, Υ, and other quarkonia &  1.19 \\
+                                        & Muons &  1.18 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Experimental\\ jargon\end{tabular}} & Electromagnetic corrections to strong- and weak-interaction processes &  0.35 \\
-                                                               & Solar neutrinos &  0.30 \\
-                                                               & Electroweak radiative corrections &  0.30 \\
-                                                               & Nucleon-nucleon interactions &  0.29 \\
-                                                               & Neutrino-induced reactions &  0.25 \\
+                                        & Solar neutrinos &  0.30 \\
+                                        & Electroweak radiative corrections &  0.30 \\
+                                        & Nucleon-nucleon interactions &  0.29 \\
+                                        & Neutrino-induced reactions &  0.25 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Experiments on\\ light\end{tabular}} & Specific calculations &  1.31 \\
-                                                               & Elastic and Compton scattering &  1.26 \\
-                                                               & Electromagnetic processes and properties &  1.09 \\
-                                                               & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  1.09 \\
-                                                               & Quantum electrodynamics &  1.08 \\
+                                        & Elastic and Compton scattering &  1.26 \\
+                                        & Electromagnetic processes and properties &  1.09 \\
+                                        & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  1.09 \\
+                                        & Quantum electrodynamics &  1.08 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Field theory\\ and gravity\end{tabular}} & Classical general relativity &  1.10 \\
-                                                               & Modified theories of gravity &  1.08 \\
-                                                               & Lower dimensional models; minisuperspace models &  1.06 \\
-                                                               & Fundamental problems and general formalism &  1.05 \\
-                                                               & Classical black holes &  1.02 \\
+                                        & Modified theories of gravity &  1.08 \\
+                                        & Lower dimensional models; minisuperspace models &  1.06 \\
+                                        & Fundamental problems and general formalism &  1.05 \\
+                                        & Classical black holes &  1.02 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Flavor mixing\end{tabular}} & Quark and lepton masses and mixing &  1.36 \\
-                                                               & Flavor symmetries &  1.30 \\
-                                                               & Charge conjugation, parity, time reversal, and other discrete symmetries &  1.28 \\
-                                                               & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  1.10 \\
-                                                               & Neutrino mass and mixing &  1.06 \\
+                                        & Flavor symmetries &  1.30 \\
+                                        & Charge conjugation, parity, time reversal, and other discrete symmetries &  1.28 \\
+                                        & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  1.10 \\
+                                        & Neutrino mass and mixing &  1.06 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Flavour physics\end{tabular}} & Global symmetries (e.g., baryon number, lepton number) &  1.04 \\
-                                                               & Flavor symmetries &  1.03 \\
-                                                               & Non-standard-model neutrinos, right-handed neutrinos, etc. &  1.02 \\
-                                                               & Unification of couplings; mass relations &  1.00 \\
-                                                               & Quark and lepton masses and mixing &  0.99 \\
+                                        & Flavor symmetries &  1.03 \\
+                                        & Non-standard-model neutrinos, right-handed neutrinos, etc. &  1.02 \\
+                                        & Unification of couplings; mass relations &  1.00 \\
+                                        & Quark and lepton masses and mixing &  0.99 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Form factors\end{tabular}} & Electromagnetic form factors &  1.97 \\
-                                                               & Relativistic quark model &  1.34 \\
-                                                               & Protons and neutrons &  1.33 \\
-                                                               & Hyperons &  1.18 \\
-                                                               & Sum rules &  1.18 \\
+                                        & Relativistic quark model &  1.34 \\
+                                        & Protons and neutrons &  1.33 \\
+                                        & Hyperons &  1.18 \\
+                                        & Sum rules &  1.18 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Gauge Theory\end{tabular}} & Gauge field theories &  1.20 \\
-                                                               & Lorentz and Poincaré invariance &  1.16 \\
-                                                               & Canonical formalism, Lagrangians, and variational principles &  1.10 \\
-                                                               & Lagrangian and Hamiltonian approach &  1.09 \\
-                                                               & Noncommutative field theory &  1.08 \\
+                                        & Lorentz and Poincaré invariance &  1.16 \\
+                                        & Canonical formalism, Lagrangians, and variational principles &  1.10 \\
+                                        & Lagrangian and Hamiltonian approach &  1.09 \\
+                                        & Noncommutative field theory &  1.08 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Gauge symmetry\\ breaking/GUTs\end{tabular}} & Unified theories and models of strong and electroweak interactions &  1.34 \\
-                                                               & Unification of couplings; mass relations &  1.26 \\
-                                                               & Spontaneous breaking of gauge symmetries &  1.15 \\
-                                                               & Unified field theories and models &  1.14 \\
-                                                               & Spontaneous and radiative symmetry breaking &  0.96 \\
+                                        & Unification of couplings; mass relations &  1.26 \\
+                                        & Spontaneous breaking of gauge symmetries &  1.15 \\
+                                        & Unified field theories and models &  1.14 \\
+                                        & Spontaneous and radiative symmetry breaking &  0.96 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Gravitons and\\ extra-\\ dimensions\end{tabular}} & Higher-dimensional gravity and other theories of gravity &  1.41 \\
-                                                               & Gravity in more than four dimensions, Kaluza-Klein theory, unified field theories; alternative theories of gravity &  1.39 \\
-                                                               & Modified theories of gravity &  1.34 \\
-                                                               & Lower dimensional models; minisuperspace models &  1.08 \\
-                                                               & String and brane phenomenology &  1.04 \\
+                                        & Gravity in more than four dimensions, Kaluza-Klein theory, unified field theories; alternative theories of gravity &  1.39 \\
+                                        & Modified theories of gravity &  1.34 \\
+                                        & Lower dimensional models; minisuperspace models &  1.08 \\
+                                        & String and brane phenomenology &  1.04 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Hadronic zoo\end{tabular}} & Decays of J/ψ, Υ, and other quarkonia &  1.92 \\
-                                                               & Heavy quarkonia &  1.73 \\
-                                                               & Exotic mesons &  1.71 \\
-                                                               & Decays of J/ψ, Υ, and other quarkonia &  1.65 \\
-                                                               & Mesons with S=C=B=0, mass > 2.5 GeV (including quarkonia) &  1.58 \\
+                                        & Heavy quarkonia &  1.73 \\
+                                        & Exotic mesons &  1.71 \\
+                                        & Decays of J/ψ, Υ, and other quarkonia &  1.65 \\
+                                        & Mesons with S=C=B=0, mass > 2.5 GeV (including quarkonia) &  1.58 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Heavy quarks\\ and ions\end{tabular}} & Particle and resonance production &  1.40 \\
-                                                               & Particle correlations and fluctuations &  1.39 \\
-                                                               & Collective flow &  1.38 \\
-                                                               & Relativistic heavy-ion collisions &  1.37 \\
-                                                               & Fragmentation into hadrons &  1.29 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Higgs beyond\\ the SM\end{tabular}} & Other neutral Higgs bosons &  1.65 \\
-                                                               & Supersymmetric Higgs bosons &  1.64 \\
-                                                               & Non-standard-model Higgs bosons &  1.60 \\
-                                                               & Extensions of electroweak Higgs sector &  1.55 \\
-                                                               & Standard-model Higgs bosons &  1.37 \\
+                                        & Particle correlations and fluctuations &  1.39 \\
+                                        & Collective flow &  1.38 \\
+                                        & Relativistic heavy-ion collisions &  1.37 \\
+                                        & Fragmentation into hadrons &  1.29 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Higgs boson\end{tabular}} & Other neutral Higgs bosons &  1.91 \\
-                                                               & Supersymmetric Higgs bosons &  1.87 \\
-                                                               & Non-standard-model Higgs bosons &  1.77 \\
-                                                               & Extensions of electroweak Higgs sector &  1.73 \\
-                                                               & Standard-model Higgs bosons &  1.69 \\
+                                        & Supersymmetric Higgs bosons &  1.87 \\
+                                        & Non-standard-model Higgs bosons &  1.77 \\
+                                        & Extensions of electroweak Higgs sector &  1.73 \\
+                                        & Standard-model Higgs bosons &  1.69 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Higgs sector\\ beyond the SM\end{tabular}} & Other neutral Higgs bosons &  1.65 \\
+                                        & Supersymmetric Higgs bosons &  1.64 \\
+                                        & Non-standard-model Higgs bosons &  1.60 \\
+                                        & Extensions of electroweak Higgs sector &  1.55 \\
+                                        & Standard-model Higgs bosons &  1.37 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}High-energy\\ source fluxes\end{tabular}} & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.39 \\
-                                                               & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  1.33 \\
-                                                               & Solar neutrinos &  1.28 \\
-                                                               & Background radiations &  0.89 \\
-                                                               & Ordinary neutrinos &  0.74 \\
+                                        & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  1.33 \\
+                                        & Solar neutrinos &  1.28 \\
+                                        & Background radiations &  0.89 \\
+                                        & Ordinary neutrinos &  0.74 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Holographic\\ Principle and\\ dualities\end{tabular}} & Entanglement and quantum nonlocality &  1.89 \\
-                                                               & Gauge/string duality &  1.53 \\
-                                                               & Conformal field theory, algebraic structures &  1.43 \\
-                                                               & Higher-dimensional black holes, black strings, and related objects &  1.06 \\
-                                                               & Quantum aspects of black holes, evaporation, thermodynamics &  1.02 \\
+                                        & Gauge/string duality &  1.53 \\
+                                        & Conformal field theory, algebraic structures &  1.43 \\
+                                        & Higher-dimensional black holes, black strings, and related objects &  1.06 \\
+                                        & Quantum aspects of black holes, evaporation, thermodynamics &  1.02 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Inflation\end{tabular}} & Particle-theory and field-theory models of the early Universe (including cosmic pancakes, cosmic strings, chaotic phenomena, inflationary universe, etc.) &  1.80 \\
-                                                               & Origin and formation of the Universe &  1.78 \\
-                                                               & Observational cosmology (including Hubble constant, distance scale, cosmological constant, early Universe, etc) &  1.76 \\
-                                                               & Background radiations &  1.70 \\
-                                                               & Quantum cosmology &  1.67 \\
+                                        & Origin and formation of the Universe &  1.78 \\
+                                        & Observational cosmology (including Hubble constant, distance scale, cosmological constant, early Universe, etc) &  1.76 \\
+                                        & Background radiations &  1.70 \\
+                                        & Quantum cosmology &  1.67 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Lattice\\ calculation\\ techniques\end{tabular}} & Lattice QCD calculations &  1.38 \\
-                                                               & Lattice gauge theory &  1.36 \\
-                                                               & Lattice theory and statistics &  0.80 \\
-                                                               & General properties of perturbation theory &  0.76 \\
-                                                               & Renormalization &  0.74 \\
+                                        & Lattice gauge theory &  1.36 \\
+                                        & Lattice theory and statistics &  0.80 \\
+                                        & General properties of perturbation theory &  0.76 \\
+                                        & Renormalization &  0.74 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Lepton/Meson\\ decay\end{tabular}} & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  1.97 \\
-                                                               & Decays of charmed mesons &  1.94 \\
-                                                               & Decays of bottom mesons &  1.89 \\
-                                                               & Decays of charmed mesons &  1.86 \\
-                                                               & Bottom mesons (|B|>0) &  1.81 \\
+                                        & Decays of charmed mesons &  1.94 \\
+                                        & Decays of bottom mesons &  1.89 \\
+                                        & Decays of charmed mesons &  1.86 \\
+                                        & Bottom mesons (|B|>0) &  1.81 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Lie algebra\end{tabular}} & Algebraic methods &  1.39 \\
-                                                               & Integrable systems &  1.28 \\
-                                                               & Geometry, differential geometry, and topology &  1.19 \\
-                                                               & Noncommutative geometry &  1.03 \\
-                                                               & Quantum mechanics &  0.94 \\
+                                        & Integrable systems &  1.28 \\
+                                        & Geometry, differential geometry, and topology &  1.19 \\
+                                        & Noncommutative geometry &  1.03 \\
+                                        & Quantum mechanics &  0.94 \\
 \cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Loops and next\\ order\\ expansions in\\ Feynman\\ Diagrams\end{tabular}} & Electromagnetic corrections to strong- and weak-interaction processes &  1.32 \\
-                                                               & Electroweak radiative corrections &  1.23 \\
-                                                               & Specific calculations &  1.08 \\
-                                                               & Summation of perturbation theory &  1.00 \\
-                                                               & General properties of perturbation theory &  0.98 \\
+\multirow{5}{*}{\begin{tabular}{l}Loops and\\ higher order\\ expansions in\\ Feynman\\ Diagrams\end{tabular}} & Electromagnetic corrections to strong- and weak-interaction processes &  1.32 \\
+                                        & Electroweak radiative corrections &  1.23 \\
+                                        & Specific calculations &  1.08 \\
+                                        & Summation of perturbation theory &  1.00 \\
+                                        & General properties of perturbation theory &  0.98 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}M-theory and\\ theories of\\ everything\end{tabular}} & M theory &  1.63 \\
-                                                               & Supergravity &  1.34 \\
-                                                               & Nonperturbative techniques; string field theory &  1.27 \\
-                                                               & Compactification and four-dimensional models &  1.22 \\
-                                                               & D branes &  1.13 \\
+                                        & Supergravity &  1.34 \\
+                                        & Nonperturbative techniques; string field theory &  1.27 \\
+                                        & Compactification and four-dimensional models &  1.22 \\
+                                        & D branes &  1.13 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Matter in Yang-\\ Mills theories\end{tabular}} & Technicolor models &  1.23 \\
+                                        & Unified theories and models of strong and electroweak interactions &  1.06 \\
+                                        & Unification of couplings; mass relations &  0.99 \\
+                                        & Composite models &  0.94 \\
+                                        & Spontaneous breaking of gauge symmetries &  0.88 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Measurements\\ and analysis of\\ colliders data\end{tabular}} & Determination of Cabibbo-Kobayashi \& Maskawa (CKM) matrix elements &  0.90 \\
-                                                               & Solar neutrinos &  0.87 \\
-                                                               & Muons &  0.84 \\
-                                                               & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  0.75 \\
-                                                               & Decays of charmed mesons &  0.73 \\
+                                        & Solar neutrinos &  0.87 \\
+                                        & Muons &  0.84 \\
+                                        & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  0.75 \\
+                                        & Decays of charmed mesons &  0.73 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Meson\\ phenomenology\end{tabular}} & Other mesons with S=C=0, mass < 2.5 GeV &  1.53 \\
-                                                               & Hadron mass models and calculations &  1.48 \\
-                                                               & Meson-meson interactions &  1.45 \\
-                                                               & Mesons &  1.41 \\
-                                                               & Glueball and nonstandard multi-quark/gluon states &  1.37 \\
+                                        & Hadron mass models and calculations &  1.48 \\
+                                        & Meson-meson interactions &  1.45 \\
+                                        & Mesons &  1.41 \\
+                                        & Glueball and nonstandard multi-quark/gluon states &  1.37 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Neutrino\\ physics\end{tabular}} & Ordinary neutrinos &  2.04 \\
-                                                               & Solar neutrinos &  1.98 \\
-                                                               & Non-standard-model neutrinos, right-handed neutrinos, etc. &  1.97 \\
-                                                               & Neutrino mass and mixing &  1.94 \\
-                                                               & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.92 \\
+                                        & Solar neutrinos &  1.98 \\
+                                        & Non-standard-model neutrinos, right-handed neutrinos, etc. &  1.97 \\
+                                        & Neutrino mass and mixing &  1.94 \\
+                                        & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.92 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Non-abelian\\ theories\end{tabular}} & Gauge field theories &  1.04 \\
+                                        & Magnetic monopoles &  1.03 \\
+                                        & Canonical formalism, Lagrangians, and variational principles &  0.97 \\
+                                        & Lagrangian and Hamiltonian approach &  0.88 \\
+                                        & Noncommutative field theory &  0.87 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Partons\\ distributions\end{tabular}} & Summation of perturbation theory &  1.62 \\
-                                                               & Factorization &  1.49 \\
-                                                               & Production &  1.46 \\
-                                                               & Jets in large-Q2 scattering &  1.44 \\
-                                                               & Perturbative calculations &  1.43 \\
+                                        & Factorization &  1.49 \\
+                                        & Production &  1.46 \\
+                                        & Jets in large-Q2 scattering &  1.44 \\
+                                        & Perturbative calculations &  1.43 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Perturbative\\ QCD\end{tabular}} & Factorization &  1.17 \\
-                                                               & Summation of perturbation theory &  1.10 \\
-                                                               & Perturbative calculations &  1.03 \\
-                                                               & Production &  0.66 \\
-                                                               & Heavy quark effective theory &  0.65 \\
+                                        & Summation of perturbation theory &  1.10 \\
+                                        & Perturbative calculations &  1.03 \\
+                                        & Production &  0.66 \\
+                                        & Heavy quark effective theory &  0.65 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Phenomenologica\\ l jargon\end{tabular}} & Foundations of quantum mechanics; measurement theory &  0.34 \\
-                                                               & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  0.31 \\
-                                                               & Loop quantum gravity, quantum geometry, spin foams &  0.30 \\
-                                                               & Experimental tests of gravitational theories &  0.29 \\
-                                                               & Potential models &  0.27 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}QCD\end{tabular}} & Sum rules &  2.24 \\
-                                                               & Other nonperturbative calculations &  1.42 \\
-                                                               & Bottom baryons (|B|>0) &  1.32 \\
-                                                               & Charmed baryons (|C|>0, B=0) &  1.26 \\
-                                                               & Heavy quark effective theory &  1.16 \\
+                                        & Axions and other Nambu-Goldstone bosons (Majorons, familons, etc.) &  0.31 \\
+                                        & Loop quantum gravity, quantum geometry, spin foams &  0.30 \\
+                                        & Experimental tests of gravitational theories &  0.29 \\
+                                        & Potential models &  0.27 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}QCD calculation\\ techniques\end{tabular}} & Gluons &  1.29 \\
-                                                               & General properties of perturbation theory &  1.02 \\
-                                                               & Renormalization &  0.96 \\
-                                                               & General properties of QCD (dynamics, confinement, etc.) &  0.94 \\
-                                                               & Lattice gauge theory &  0.89 \\
+                                        & General properties of perturbation theory &  1.02 \\
+                                        & Renormalization &  0.96 \\
+                                        & General properties of QCD (dynamics, confinement, etc.) &  0.94 \\
+                                        & Lattice gauge theory &  0.89 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Quantum\\ Chromodynamics\\ (QCD)\end{tabular}} & Sum rules &  2.24 \\
+                                        & Other nonperturbative calculations &  1.42 \\
+                                        & Bottom baryons (|B|>0) &  1.32 \\
+                                        & Charmed baryons (|C|>0, B=0) &  1.26 \\
+                                        & Heavy quark effective theory &  1.16 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Quantum Field\\ Theory\end{tabular}} & Foundations of quantum mechanics; measurement theory &  1.32 \\
-                                                               & Quantum mechanics &  1.15 \\
-                                                               & Algebraic methods &  1.06 \\
-                                                               & Canonical quantization &  0.97 \\
-                                                               & Theory of quantized fields &  0.95 \\
+                                        & Quantum mechanics &  1.15 \\
+                                        & Algebraic methods &  1.06 \\
+                                        & Canonical quantization &  0.97 \\
+                                        & Theory of quantized fields &  0.95 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Quantum Systems\\ and Equations\\ of motion\end{tabular}} & Canonical formalism, Lagrangians, and variational principles &  1.23 \\
-                                                               & Magnetic monopoles &  1.15 \\
-                                                               & Lagrangian and Hamiltonian approach &  1.11 \\
-                                                               & Relativistic wave equations &  1.04 \\
-                                                               & Canonical quantization &  1.00 \\
+                                        & Magnetic monopoles &  1.15 \\
+                                        & Lagrangian and Hamiltonian approach &  1.11 \\
+                                        & Relativistic wave equations &  1.04 \\
+                                        & Canonical quantization &  1.00 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Quantum systems\\ and\\ thermodynamics\end{tabular}} & Hydrodynamic models &  1.21 \\
+                                        & Theory of quantized fields &  0.96 \\
+                                        & Foundations of quantum mechanics; measurement theory &  0.93 \\
+                                        & Entanglement and quantum nonlocality &  0.90 \\
+                                        & Quark-gluon plasma &  0.75 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Renormalization\end{tabular}} & Renormalization group evolution of parameters &  1.77 \\
-                                                               & Renormalization &  1.46 \\
-                                                               & General properties of perturbation theory &  0.85 \\
-                                                               & Technicolor models &  0.85 \\
-                                                               & Other nonperturbative techniques &  0.81 \\
+                                        & Renormalization &  1.46 \\
+                                        & General properties of perturbation theory &  0.85 \\
+                                        & Technicolor models &  0.85 \\
+                                        & Other nonperturbative techniques &  0.81 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Scattering of\\ composite\\ particles\end{tabular}} & Total and inclusive cross sections (including deep-inelastic processes) &  1.78 \\
-                                                               & Photon and charged-lepton interactions with hadrons &  1.65 \\
-                                                               & Elastic and Compton scattering &  1.49 \\
-                                                               & Regge theory, duality, absorptive/optical models &  1.35 \\
-                                                               & Polarization in interactions and scattering &  1.32 \\
+                                        & Photon and charged-lepton interactions with hadrons &  1.65 \\
+                                        & Elastic and Compton scattering &  1.49 \\
+                                        & Regge theory, duality, absorptive/optical models &  1.35 \\
+                                        & Polarization in interactions and scattering &  1.32 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Search for BSM\\ physics\end{tabular}} & Muons &  1.12 \\
-                                                               & Decays of K mesons &  1.09 \\
-                                                               & Decays of taus &  1.09 \\
-                                                               & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  1.07 \\
-                                                               & Neutral currents &  1.05 \\
+                                        & Decays of K mesons &  1.09 \\
+                                        & Decays of taus &  1.09 \\
+                                        & Neutrino, muon, pion, and other elementary particle detectors; cosmic ray detectors &  1.07 \\
+                                        & Neutral currents &  1.05 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Sigma models\\ (?)\end{tabular}} & Integrable systems &  1.74 \\
+                                        & Algebraic methods &  1.23 \\
+                                        & Supersymmetry &  1.09 \\
+                                        & Lattice theory and statistics &  1.00 \\
+                                        & Conformal field theory, algebraic structures &  0.99 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Solar neutrinos\end{tabular}} & Solar neutrinos &  2.64 \\
-                                                               & Ordinary neutrinos &  2.30 \\
-                                                               & Neutrino mass and mixing &  2.13 \\
-                                                               & Non-standard-model neutrinos, right-handed neutrinos, etc. &  1.98 \\
-                                                               & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.89 \\
+                                        & Ordinary neutrinos &  2.30 \\
+                                        & Neutrino mass and mixing &  2.13 \\
+                                        & Non-standard-model neutrinos, right-handed neutrinos, etc. &  1.98 \\
+                                        & Neutrino, muon, pion, and other elementary particles; cosmic rays &  1.89 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Space-time\\ geometry and\\ gravity\end{tabular}} & Exact solutions &  1.75 \\
-                                                               & Classical general relativity &  1.57 \\
-                                                               & Einstein-Maxwell spacetimes, spacetimes with fluids, radiation or classical fields &  1.53 \\
-                                                               & Classical black holes &  1.51 \\
-                                                               & Higher-dimensional black holes, black strings, and related objects &  1.51 \\
+                                        & Classical general relativity &  1.57 \\
+                                        & Einstein-Maxwell spacetimes, spacetimes with fluids, radiation or classical fields &  1.53 \\
+                                        & Classical black holes &  1.51 \\
+                                        & Higher-dimensional black holes, black strings, and related objects &  1.51 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Spin/angular mo\\ mentum/polariza\\ tion\end{tabular}} & Polarization in interactions and scattering &  1.80 \\
-                                                               & Photon and charged-lepton interactions with hadrons &  1.47 \\
-                                                               & Fragmentation into hadrons &  1.41 \\
-                                                               & Inclusive production with identified hadrons &  1.35 \\
-                                                               & Meson production &  1.21 \\
+                                        & Photon and charged-lepton interactions with hadrons &  1.47 \\
+                                        & Fragmentation into hadrons &  1.41 \\
+                                        & Inclusive production with identified hadrons &  1.35 \\
+                                        & Meson production &  1.21 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}States of\\ matter\end{tabular}} & Quark deconfinement, quark-gluon plasma production, and phase transitions &  1.09 \\
-                                                               & Finite-temperature field theory &  1.08 \\
-                                                               & Gauge/string duality &  1.02 \\
-                                                               & Lattice theory and statistics &  0.90 \\
-                                                               & Quark matter &  0.84 \\
+                                        & Finite-temperature field theory &  1.08 \\
+                                        & Gauge/string duality &  1.02 \\
+                                        & Lattice theory and statistics &  0.90 \\
+                                        & Quark matter &  0.84 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}String theory\end{tabular}} & D branes &  1.86 \\
-                                                               & Magnetic monopoles &  1.71 \\
-                                                               & Nonperturbative techniques; string field theory &  1.67 \\
-                                                               & Extended classical solutions; cosmic strings, domain walls, texture &  1.52 \\
-                                                               & Strings and branes &  1.46 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Superalgebras\\ and superfields\end{tabular}} & Integrable systems &  1.74 \\
-                                                               & Algebraic methods &  1.23 \\
-                                                               & Supersymmetry &  1.09 \\
-                                                               & Lattice theory and statistics &  1.00 \\
-                                                               & Conformal field theory, algebraic structures &  0.99 \\
+                                        & Magnetic monopoles &  1.71 \\
+                                        & Nonperturbative techniques; string field theory &  1.67 \\
+                                        & Extended classical solutions; cosmic strings, domain walls, texture &  1.52 \\
+                                        & Strings and branes &  1.46 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Supergravity\end{tabular}} & M theory &  1.62 \\
-                                                               & Supergravity &  1.58 \\
-                                                               & Compactification and four-dimensional models &  1.51 \\
-                                                               & Nonperturbative techniques; string field theory &  1.37 \\
-                                                               & Geometry, differential geometry, and topology &  1.30 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Supersymmetric\\ gauge theories\end{tabular}} & Supersymmetry &  1.37 \\
-                                                               & M theory &  1.35 \\
-                                                               & Supergravity &  1.20 \\
-                                                               & Nonperturbative techniques; string field theory &  1.05 \\
-                                                               & Gauge field theories &  1.05 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Susy\\ phenomenology\\ and\\ superpartners\end{tabular}} & Supersymmetric partners of known particles &  1.68 \\
-                                                               & Supersymmetric models &  1.35 \\
-                                                               & Supersymmetric Higgs bosons &  1.27 \\
-                                                               & Unification of couplings; mass relations &  0.85 \\
-                                                               & Non-standard-model Higgs bosons &  0.82 \\
+                                        & Supergravity &  1.58 \\
+                                        & Compactification and four-dimensional models &  1.51 \\
+                                        & Nonperturbative techniques; string field theory &  1.37 \\
+                                        & Geometry, differential geometry, and topology &  1.30 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Supersymmetric\\ particles\end{tabular}} & Supersymmetric partners of known particles &  1.68 \\
+                                        & Supersymmetric models &  1.35 \\
+                                        & Supersymmetric Higgs bosons &  1.27 \\
+                                        & Unification of couplings; mass relations &  0.85 \\
+                                        & Non-standard-model Higgs bosons &  0.82 \\
+\cline{1-3}
+\multirow{5}{*}{\begin{tabular}{l}Supersymmetric\\ theories\end{tabular}} & Supersymmetry &  1.37 \\
+                                        & M theory &  1.35 \\
+                                        & Supergravity &  1.20 \\
+                                        & Nonperturbative techniques; string field theory &  1.05 \\
+                                        & Gauge field theories &  1.05 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Symétrie\\ chirale\end{tabular}} & Chiral Lagrangians &  1.55 \\
-                                                               & Chiral symmetries &  1.54 \\
-                                                               & Lattice QCD calculations &  1.48 \\
-                                                               & Light quarks &  1.30 \\
-                                                               & Lattice gauge theory &  1.21 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Systems\\ dynamics and\\ thermodynamics\end{tabular}} & Hydrodynamic models &  1.21 \\
-                                                               & Theory of quantized fields &  0.96 \\
-                                                               & Foundations of quantum mechanics; measurement theory &  0.93 \\
-                                                               & Entanglement and quantum nonlocality &  0.90 \\
-                                                               & Quark-gluon plasma &  0.75 \\
+                                        & Chiral symmetries &  1.54 \\
+                                        & Lattice QCD calculations &  1.48 \\
+                                        & Light quarks &  1.30 \\
+                                        & Lattice gauge theory &  1.21 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Theoretical\\ jargon\end{tabular}} & Integrable systems &  0.36 \\
-                                                               & Quantum mechanics &  0.36 \\
-                                                               & Foundations of quantum mechanics; measurement theory &  0.33 \\
-                                                               & Algebraic methods &  0.31 \\
-                                                               & Fundamental problems and general formalism &  0.28 \\
+                                        & Quantum mechanics &  0.36 \\
+                                        & Foundations of quantum mechanics; measurement theory &  0.33 \\
+                                        & Algebraic methods &  0.31 \\
+                                        & Fundamental problems and general formalism &  0.28 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Thermodynamics\end{tabular}} & Quark deconfinement, quark-gluon plasma production, and phase transitions &  1.62 \\
-                                                               & Quark matter &  1.61 \\
-                                                               & Finite-temperature field theory &  1.57 \\
-                                                               & Quark-gluon plasma &  1.35 \\
-                                                               & Other models for strong interactions &  1.11 \\
+                                        & Quark matter &  1.61 \\
+                                        & Finite-temperature field theory &  1.57 \\
+                                        & Quark-gluon plasma &  1.35 \\
+                                        & Other models for strong interactions &  1.11 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Top quark\end{tabular}} & Top quarks &  1.96 \\
-                                                               & Neutral currents &  1.20 \\
-                                                               & Limits on production of particles &  1.07 \\
-                                                               & Other neutral Higgs bosons &  0.98 \\
-                                                               & Other gauge bosons &  0.97 \\
+                                        & Neutral currents &  1.20 \\
+                                        & Limits on production of particles &  1.07 \\
+                                        & Other neutral Higgs bosons &  0.98 \\
+                                        & Other gauge bosons &  0.97 \\
 \cline{1-3}
 \multirow{5}{*}{\begin{tabular}{l}Topology\end{tabular}} & Compactification and four-dimensional models &  1.40 \\
-                                                               & Geometry, differential geometry, and topology &  1.31 \\
-                                                               & Nonperturbative techniques; string field theory &  1.20 \\
-                                                               & M theory &  1.11 \\
-                                                               & Strings and branes &  1.04 \\
-\cline{1-3}
-\multirow{5}{*}{\begin{tabular}{l}Yang-Mills\\ models of\\ matter\end{tabular}} & Technicolor models &  1.23 \\
-                                                               & Unified theories and models of strong and electroweak interactions &  1.06 \\
-                                                               & Unification of couplings; mass relations &  0.99 \\
-                                                               & Composite models &  0.94 \\
-                                                               & Spontaneous breaking of gauge symmetries &  0.88 \\
+                                        & Geometry, differential geometry, and topology &  1.31 \\
+                                        & Nonperturbative techniques; string field theory &  1.20 \\
+                                        & M theory &  1.11 \\
+                                        & Strings and branes &  1.04 \\
 \end{longtable}