Trends Sci. 202 6 ; 23 (2): 11487
Heavy-Quark Spin Symmetry Violation Effects in Charmed Baryon Production
Nantana Monkata 1 , Prin Sawasdipol 1 , Nongnapat Ponkhuha 1 ,
Ratirat Suntharawirat 1 , Ahmad Jafar Arifi 2,3 and Daris Samart 1,*
1 Khon Kaen Particle Physics and Cosmology Theory Group, Department of Physics, Faculty of Science,
Khon Kaen University, Khon Kaen 40002, Thailand
2 Advanced Science Research Center, Japan Atomic Energy Agency, Ibaraki 3191195, Japan
3 Research Center for Nuclear Physics, The University of Osaka, Osaka 5670047, Japan
( * Corresponding author’s e-mail: [email protected])
Received: 3 August 2025, Revised: 16 September 2025, Accepted: 2 October 2025, Published: 10 November 2025
Abstract
In
this work, we investigate an effective Lagrangian that describes the
interactions between
mesons, charmed baryons (
)
and nucleons within the framework of Heavy-Quark Spin Symmetry
(HQSS). Using the super-multiplet formalism, we systematically
construct the three-point interaction terms. As a result, by
considering the minimal sets of the effective Lagrangian in the HQSS
construction, there are two effective Lagrangians that are invariant
under HQSS whereas we find two minimum terms of the Lagrangian that
violate the HQSS transformation. To reveal the phenomenological
consequences of HQSS-breaking pattern, we compute the differential
cross-sections for exclusive charmed baryon pair production in
proton-antiproton collisions,
,
with
.
We demonstrate that the production rates of these channels can be
used as a sensitive probe of the HQSS-violating dynamics. Our
framework provides predictions for these observables, which are of
crucial importance for the upcoming PANDA experiment at the Facility
for Antiproton and Ion Research (FAIR).
Keywords: Charmed baryon production, Heavy-Quark Spin Symmetry, Effective Lagrangian
Introduction
One
of the challenging questions in particle physics is how strong
interactions bind quarks and gluons as described by the non-abelian
gauge group
,
as is widely known quantum chromodynamics (QCD). At high energies,
it is well-defined through perturbation theory due to the
interaction weakening with the small couplings. However,
non-perturbative QCD becomes strongly coupled and ambiguous at lower
energies like a phenomenon known as color confinement. To address
the questions, the study of heavy hadrons with a charm quark
exhibits distinctive properties that provide valuable insight into
QCD
.
Charmed
baryon states were initially identified in 1975 during interactions
with neutrinos [1]. Since then, various facilities such as CLEO [2],
BABAR [3,4], Belle [5-7], LHCb collaborations [8,9] have observed
various hadrons. Several studies have calculated cross-sections for
the production of
.
The Quark-Gluon String Model (QGSM) and Regge approach were applied
[10-15]. The effective Lagrangian model was calculated [16,17]
within the sum of the
-channel
and
meson-exchange processes. In previous studies, the production varies
depending on the model used and there is no agreement on the best
way to describe this reaction.
Heavy-quark
spin symmetry (HQSS) plays a significant role in understanding of
low-energy strong interactions and the classification of the
heavy-light hadronic spectrum including the dynamics charm baryons
as studied [18-22]. In the infinite heavy-quark mass limit (
),
the degrees of freedom (DOF) associated with the heavy quark
decouple from those of the light quark [23-25]. Note that HQSS is
valid for on-shell heavy (charm) quarks. However, in the
process, the charm quark is significantly off-shell due to virtual
-meson
exchange [26,27]. This leads to HQSS violation. Although
experimental hints of this violation exist [19], the phenomenon
remains poorly understood and numerous theoretical studies have been
undertaken. Some violations were examined in heavy quarkonium decays
[19] and minimal effects were found in the two-meson interaction
[28]. More importantly, HQSS breaking was employed to investigate
the coupling of
to
within the framework of the
quark model [29].
Consequently,
this work aims to examine the consequences of HQSS and its
violations using constraints to evaluate their effects on scattering
processes for charm production such as
.
We construct the
conserving
and
violating
heavy-quark spin symmetry (CHQSS and VHQSS) Lagrangians and estimate
various coupling constants by matching terms to the standard
effective Lagrangian approach, as studied [17], incorporating
symmetry breaking with a deviation of about 20% relative to
symmetry that was derived by
quark model [30-32]. Ultimately, we aim to provide precise
cross-section predictions for beam momenta (
)
from threshold to 15 GeV/c for the future
ANDA
(antiProton ANihilation at DArmstadt) experiment at the Facility for
Antiproton and Ion Research (FAIR), Germany, which focuses on highly
accurate spectroscopy of charmed hadrons and their interactions with
ordinary matter [33].
The present work is organized as follows: In the section Formalism , we set up the conserving and violating HQSS Lagrangians with their implications. In the next section, we compute the scattering amplitudes and the differential cross-sections in our model. In the section Results and discussion, the numerical results of all relevant observables for the charmed baryon productions are presented. Finally, we close this work with discussions and conclusions.
Formalism
Firstly,
to construct the super-multiplet fields in CHQSS and VHQSS
Lagrangians of
mesons, nucleon and charmed baryons , all relevant symmetries of the
effective Lagrangians in the system are considered. The basic
building blocks of the charmed baryon productions from
scattering are introduced as
where
the light baryon singlet fields
,
charmed baryon singlet fields
and charmed baryon triplet fields
and
.
In addition, the Latin indices,
are the fundamental indices of the
symmetry for the super-multiplet heavy-quark hadronic fields in this
work. The
mesons fields
and
are pseudoscalar and vector
mesons respectively, they represent forming a doublet. Furthermore,
the nucleon, charmed baryons and,
mesons can be explicitly represented in the
space by
In
the heavy-quark limit
,
the spin interaction between light and heavy quarks has disappeared.
As a consequence, the pseudoscalar and vector
mesons as well as spin-
and spin-
baryons form degenerate states, which are based on the following
super multiplet field [20,23].
These
super-multiplet heavy-quark hadronic fields are building blocks for
the HQSS Lagrangian. These building blocks obey the following
transformations,
where
is the heavy quark spin operator. We note that all super-multiplet
heavy-quark hadronic fields transform as doublet under
HQSS where as the nucleon field is transformed as a singlet under
the
symmetry. The definition of the heavy-quark spin operator and its
properties are read,
Taking into account for all of the super-multiplet fields of the HQSS, the conserving HQSS (CHQSS) Lagrangian is given by
On the other hand, the violating HQSS (VHQSS) Lagrangian is read,
The
CHQSS and VHQSS Lagrangians presented above indicate that invariance
under the spin symmetry group
is preserved only when the Dirac structures are positioned either
after the field
or before its conjugate
with respect to meson supermultiplets, in a manner analogous to
baryon supermultiplets. Specifically, configurations that maintain
this invariance under
require that nontrivial Dirac matrices do not precede the fields
and
,
nor follow the fields
and
.
It should be noted that the constructions of the CHQSS and VHQSS
Lagrangians are regarded as the minimal set. More importantly, the
three point interaction Lagrangians of CHQSS and VHQSS were first
constructed in this work. Previous studies have not considered
charmed baryons, D-mesons and nucleons under HQSS framework but only
four-point interaction of charmed baryons, D-mesons, nucleons and
-mesons
was established [34]. Accordingly, employing the definitions of the
supermultiplet heavy-quark fields as outlined in Eqs. (4) - (6), we
are able to express the CHQSS and VHQSS Lagrangians explicitly as
follows,
We
obtain the ratios between the conserving coupling constants
and
and the violating couplings
and
.
The results show that the violating terms are suppressed relative to
the conserving ones for pseudoscalar, axial-vector and vector
interaction couplings by factors of
,
and
for
and by
and
for pseudoscalar and vector interactions in the case of
,
respectively. As a result, HQSS significantly reduces the number of
independent parameters, leaving only a small set of low-energy
constants (LECs) to determine. Since the QCD action depends linearly
on the heavy quark mass, the effective Lagrangians in Eqs (12) -
(13) reflect an overall scaling with the charm quark mass
.
Consequently, the couplings introduced previously scale linearly
with
.
With these constraints in place, we can fix the remaining couplings
and compute the scattering amplitudes for CHQSS and VHQSS, along
with their differential cross sections.
A. Determination of coupling constants (LECs) of the effective lagrangians
Due
to the limited experimental data relevant to our study, theoretical
estimations are required to determine these LECs. Subsequently, we
establish a correspondence between the CHQSS and VHQSS Lagrangians,
as presented in Eqs. (14) - (15), by matching their relations with
those obtained from the standard SU(3) effective Lagrangian
approach, as studied [17]. This enables us to derive the relations
between the conserving and violating coupling constants for the
vector coupling
as follows,
It
shows that the vector couplings in the violating terms are
suppressed relative to the conserving ones by factors of
and
for
and
,
respectively. For the vector (
),
we found that the
symmetry of the baryon-baryon-meson couplings implies
However,
symmetry is not a good approximation for combining light and heavy
quarks, we consider its breaking in baryon-baryon-meson
interactions. Using the
quark model, symmetry-breaking effects on couplings among heavy
baryons, light baryons, and heavy mesons have been demonstrated
[31,32]. This provides a reasonable first approximation, with about
a 20% deviation from exact
values [30-32]. Thus, the coupling constants (LECs) for
mesons, charmed baryons, and light baryons derived from
symmetry breaking are given by
Next, we proceed to calculate the scattering amplitudes by applying these vector coupling values, together with the proportions of conserving and violating terms for pseudoscalar and axial-vector coupling constants.
Scattering ampliudes
In
this section, we aim to calculate the differential cross-sections of
processes. For those processes, we will investigate the consequences
of the HQSS and its violation effects in the charmed baryon
productions and the Feynman diagram of these processes have been
shown in
Figure
1
This diagram underlies all channels shown in
Figures
2
-
10
.
Figure
1
Tree-level diagram for the reactions
,
where
and
represent charmed baryons.
,
in the intermediate line, represents the pseudoscalar and vector
mesons, respectively.
A. The scattering amplitudes
According
to the Lagrangians in terms of conserving and violating parts in
Eqs. (14) - (15), the scattering amplitudes of charmed productions
with the exchanges of the pseudoscalar and vector
mesons are written as follows,
Here,
and
denote the conserving and violating scattering amplitudes,
respectively. The
notations appear in the scattering amplitudes above and they are
defined by,
where
and
denote the vertices for charmed baryons with spin-
,
while
represents spin-
.
The Feynman propagators for the pseudoscalar
meson (spin-0) and the vector
meson (spin-1) are defined by:
B. differential cross-sections
It is well known that a study of the scattering of the composite particles, precisely hadrons needs the form factor to regulate the amplitudes and to describe the internal hadronic structures. In this work, we include phenomenological form factors taken from Ref. [17], whose unknown parameters are determined from experimental data on strangeness production and then extrapolated to charmed baryon production. The form factors used in this work are given by
The
form factor
,
with parameters
and
.
For
,
the parameters are
and
,
while for
,
the parameters are
and
,
where
serves as the normalization constant in both cases, with
and
denoting the cutoff parameter and the mass of the exchanged
-mesons,
respectively. The total amplitudes of the reactions
are written as
The
form factors
are included in the entire amplitude and
are multiplied at each vertex, as already mentioned in Eqs. (31) -
(32) for the pseudoscalar
-meson
(
)
and the vector
-meson
(
).
It is common practice to use various functional forms and cutoff
values for
-channel
form factors [35-37]. The differential cross-sections as a function
of
is calculated from
Here,
is the relative momentum of
and
in the center-of-mass frame,
is the Mandelstam variable. The term
is the spin-averaged and summed amplitude, given by
where
the sum runs over the spins of the final-state particles. After
averaging and summing over spins Eq. (35) the interference term
vanishes. This is because of the spin averaging eliminates
interference between spin configurations. Trace analysis reveals
that the interference term would mix
and
mesons, which is prohibited by conservation of parity. In this
study, the differential cross sections,
,
in section
Results
and Discussion
are presented as functions of
.
For a specific energy value,
varies from
to
(i.e.,
varies from 0 to
).
One can write the explicit form of the
as,
Results and discussion
In
this section, the numerical results of the differential
cross-sections,
,
are presented as a function of
for the reaction
,
evaluated for each form factor at
in
Figures
2
-
10
.
Considering the effects of
symmetry breaking with the uncertainty of 20% of the coupling
constants described previously, the green bands represent the
conserving production, the red bands show the violating parts and
the purple bands illustrate the total contributions. The dashed
lines represent central values without the
uncertainty: The white dashed line corresponds to the conserving
contribution, the red dashed line to the violating contribution and
the purple dashed line to the total differential cross-section. The
graphs appear on band-length scales due to uncertainty. However,
several studies reveal that charm production is represented on the
band graph and its behavior depends on the theoretical approach
[12,38,39].
A.
Numerical results of the scattering amplitudes of the
reactions
In
Figure
2
,
our predicted differential cross-sections for
show that violating terms contribute marginally more than conserving
terms—about 51 - 53%, depending on the form factor, with exact
values of 53.29%, 51.99% and 52.70% for form factors
,
and
,
while the conserving terms correspond to 46.71%, 48.01% and 47.30%,
respectively. The conserving contribution is weaker than the
violating one because the coupling strength of the violating term is
twice as large as that of the conserving term for the pseudoscalar
interaction, as shown in Eqs. (16) - (17), which originate from the
CHQSS and VHQSS Lagrangians in Eqs. (14) - (15). These differences
influence the scattering amplitudes in Eq. (20).
The
tendencies illustrate that the exact value depends on the type of
form factor. In
Figures
2(a)
-
2(c)
,
the total
follows a similar trend in order of
and
respectively. The
is, consistent with the findings of Titov and Kampfer [11], about
at the excess energy at
,
which employs a modified Regge model inspired by quark-gluon string
dynamics, with unknown parameters determined from independent
studies of open strangeness production and
symmetry. Likewise, the results for
are consistent with those reported in Khodjamirian
et
al.
[12], which employs Kaidalov’s QGSM with Regge poles and strong
couplings derived from QCD light-cone sum rules and presents
as a function of
Figure
2
Differential cross section
for
at
,
plotted versus
.
Panels (a)-(c) use the three vertex form factors
defined in Eqs. (31) - (32); bands reflect
SU(4)-breaking variations of the couplings (green: Conserving; red:
Violating; purple: Total; dashed lines are central values).
Figure
3
Differential cross section
for
at
,
shown versus
for
.
Bands and dashed lines have the same meaning as in
Figure
2
.
Here the conserving part dominates (about
), consistent with the presence of heavy-quark spin partners in the
final state; typical magnitudes lie between
depending on the form factor.
In
Figure
3
the differential cross-section for
is shown. Most of the production rate is dominated by the conserving
terms, contributing about
,
which are
,
and
for the respective form factors, while the violating contributions
are
,
,
and
,
respectively. We obtain that the total
is around
(
and
)
and
(
).
These contributions are lower than those for
by about one order of magnitude. More importantly, the
and
constraints are in close agreement with the studies [11,12].
Nevertheless, the impact of
diminishes at higher values of
due to its form factor, where the squared smaller cutoff
(
)
enhances suppression, even though it uses the same parameter
(0.285) as
Figure
4
Differential cross section
for
at
versus
for
.
The conserving contribution is overwhelmingly dominant (
);
shows the strongest high-
suppression, with the violating term reaching
near
.
Currently,
the production rates of
have not been extensively investigated, including in experiments.
Since we are performing calculations at high beam momenta
,
this leads us to further explore the spectroscopy of this production
and its interactions in experiments. Our results for
are shown in
Figure
4
.
These contributions primarily come from the conserving terms is
estimated to be about
,
with the violation being
for each form factor. The orders of the conserving rates are
(
),
(
)
and
(
)
,
while violation terms range from
respectively. We clearly observe that the
becomes more suppressed at the excess energy
,
reaching
,
in agreement with previous calculations.
Figure
5
Differential cross section
for
at
versus
for
.
The conserving piece remains dominant at
,
with totals ranging from
(form-factor dependent).
Figure
6
Differential cross section
for
(charge-conjugate ordering of
Figure
5
)
at
versus
for
.
As in
Figure
5
,
the conserving term contributes ⁓9%; the qualitative
-dependence
and band overlap closely mirror the
case.
Shown
in
Figure
5
are the results for
,
which has not been widely studied either, similar to
.
We found that the conserving terms still play a dominant role, with
approximately 90%. The total
varies in the range
–
,
which are
(
and
)
and
(
).
Notably, the conserving contributions remain similar to those for
,
whereas the violating contributions differ, being higher by about
one order of magnitude. When compared with
,
a similar trend is clearly observed, as shown in
Figure
6
.
Figure
7
Differential cross section
for the mixed channel
at
,
shown versus
for
.
In this non-partner final state, the conserving and violating pieces
are comparable (violating is larger by roughly
2%
- 4%
across the three form factors), producing broad, partially
overlapping bands.
Figure
8
Differential cross section
for
(charge-conjugate ordering of
Figure
7
)
at
,
shown versus
for
.
The conserving and violating contributions come out nearly equal,
with a slight excess on the violating side; the overall scale sits
between those of the pure
and
channels.
The
channel, as illustrated in
Figure
8
.
This channel exhibits stronger interactions and fits better with
simpler theoretical models than
.
However, to fully understand the
annihilation process, it is important to study both final states.
Our prediction shows that the HQSS-conserving contribution is
slightly lower than the violating one, similar to the case of
,
where the pseudoscalar coupling strength for the violating term is
larger, with a ratio of 4:3 compared to the conserving term. The
production, as observed in
Figure
7
,
reveals about 48% for conserving and 51% for violating respectively.
A similar trend is observed in the
,
with around 47% contribution from the conserving term and 52% from
the violating one.
The
total
falls in the range of
–
,
which are
(
)
and
(
)
and almost
(
),
these minimally above those for the
channel but remain under those for
.
Furthermore, the
constrain found to be agree with Titov and Kampfer [11] and those
for
align with Khodjamirian
et
al.
[12]. The observed similarity arises not only from the pseudoscalar
coupling strengths but also from the squared amplitudes of the
pseudoscalar and vector interactions, as uncovered by the
interference between the mixed
and
mesons.
Figure
9
Differential cross section
for
at
versus
for
.
The conserving and violating parts contribute about 90% and 10%,
respectively.
This
corresponds to the final state for the production of the charmed
baryon triplet
(
)
and the charmed baryon singlet
(
).
Figure
10
Differential cross section
for
(charge-conjugate ordering of
Figure
9
)
at
versus
for
.
The conserving and violating parts contribute about 90% and 10%,
respectively.
This
corresponds to the final state for the production of the charmed
baryon triplet
(
)
and the charmed baryon singlet
(
).
The
production rates for the charmed baryon triplet
(
)
and the charmed baryon singlet
(
)
in the processes
are calculated, as depicted in
Figures
9
and
10
.
The conserving term is dominant primary at 90%, falling within the
range
-
,
with estimated as
,
and
.
Notice that the percents coincidentally matches the level observed
in the processes
and
.
However, the rates for
and
are about ten times larger compared to those processes, while
remains unchanged at the order of
.
These proportions are equal due to a well-defined ratio in the CHQSS
and VHQSS Lagrangians, as shown in Eqs. (14) - (15), combined with
the spin-averaged and spin-summed amplitude for the final-state
particles, which leads to near decimal-level cancellation. Among the
form factors,
consistently displays the highest peak.
B. Comparison results with previous studies of the charmed baryon productions
In
this subsection, we calculate the total cross-sections,
and compare with previous studies, focusing on different
thresholds, as illustrated in
Table
1
.
Table
1
Total cross-sections (
)
for different channels in the
process.
|
|
Total
Cross-Section (
|
||||
|
Quark-gluon String model [10] |
Effective Lagrangian model [16] |
Kaidalov’s QGSM [12] |
Quark-gluon dynamics [15] |
This study |
|
|
|
|
|
|
|
|
|
|
- |
- |
|
|
|
|
|
- |
- |
|
|
|
|
|
- |
- |
- |
- |
|
Our
predicted
total cross-sections for the reaction
for each form factor at
fall within the range of
.
In spite of structural differences in the form factors and
couplings, as studied in Ref. [16], which is based on an effective
Lagrangian model, our results remain consistent for
and
.
This indicates that the inclusion of all super-multiplet fields in
CHQSS and VHQSS leads to reliable predictions. However, they are
about 10 times lower than the results in Ref. [10], which are based
on the non-perturbative QGSM and are in approximate agreement with
Ref. [12], which employs Kaidalov’s QGSM with Regge poles and uses
strong couplings derived from QCD light-cone sum rules. In contrast,
our results are approximately 1000 times smaller than those from
Ref. [15], which investigates kinematic thresholds based on
Quark-gluon dynamics. For
,
the cross-sections deviate significantly, being more than 10 times
smaller than those for the other form factors.
For
production at
,
we find that the cross-sections fall within the range of
.
These results are consistent with Ref. [15] which reports values on
the order of
for the form factors
and
and are also are lower than those in Ref. [12], with stronger
suppression in the
constraint. Moreover, the total cross-section
shows a significant decrease compared to that for
,
by about one to two orders of magnitude. For
production at a laboratory momentum of
,
our predictions lie in the range of
to
.
These results are smaller than those reported in Refs. [12,15] by
about one to three orders of magnitude. These trends are similar to
those for
,
but slightly higher.
Note
that, as discussed earlier, as
increases,
becomes more suppressed, which should be carefully considered. This
suppression is evident in the
results, despite equal values at
.
Finally, we have predicted
for the reaction
at
.
Our observations are
(
),
(
)
and
(
)
respectively. Since this process has not been extensively studied,
no existing model is available for comparison.
Conclusions
In
this work, we constructed the CHQSS and VHQSS Lagrangians under HQSS
transformations. These Lagrangians reveal the proportions of
conserving and violating couplings for pseudoscalar and axial-vector
interactions. As in Refs. [20,23], these implications reduce
parameters, enabling estimation of unknown LECs. The vertex coupling
constants are adopted from Ref. [17], incorporating
symmetry breaking with a deviation of about 20% relative to
symmetry. Moreover, we investigated
for charmed production processes and evaluated the contributions
from HQSS and its violation. As a result, the conserving
contribution is slightly smaller than the violation average, with
47% for
.
In contrast, the conserving parts are higher, with 66% for
and 90% for
and
,
with
being the most dominant at 98%. These results indicate that
conserving HQSS works well when particles have heavy-quark spin
partners, while more HQSS breaking effects appear in
and appears weaker in excited charmed baryons.
The
for
and
,
varies between
and
respectively, which is consistent with the results reported in Refs.
[11,12] for form factor
and
.
The ratio of the conserving contributions in
and
(
)
is of the same order,
–
.
However, the production of
is clearly smaller by about a factor of 10 compared to the violating
contributions. Furthermore, they indicate that as
increases, the form factor
induces stronger suppression.
We
also presented the predicted
for
at
,
estimated to be in the range of
,
in close agreement with previous studies in Refs. [16], which
similar to our framework. For
at
,
the constrained form factors
and
agree with those in Ref. [15]. In contrast,
decreases by factors of 10 and 1000 compared to the results reported
in Refs. [12,15]. Additionally, we computed
for
at
,
with results presented around
for all form
factors.
As mentioned before, this work and previous studies provide
model-dependent charm production predictions that vary widely but
still offer insight for guiding experiments.
For
the forthcoming
ANDA
experiments at FAIR, the High-Energy Storage Ring (HESR) will store
antiprotons in a momentum range from 1.5 to 15 GeV/c [40,33].
Hopefully, our results will provide in exploring the nature of
charmed baryons and also serve as the first step towards more
involved reaction mechanisms, leading to an increase in experimental
requirements.
NM. is financially supported by Development and Promotion of Science and Technology Talents Project (DPST), Thai government scholarship. N.P. is financially supported by the National Astronomical Research Institute of Thailand (NARIT). A.J.A. was supported by RIKEN special postdoctoral researcher program. D.S. is supported by the Fundamental Fund of Khon Kaen University and has received funding support from the National Science, Research and Innovation Fund and supported by Thailand NSRF via PMU-B [grant number B39G680009].
Declaration of Generative AI in Scientific Writing
The authors acknowledge the use of the generative AI tool i.e., ChatGPT by OpenAI in the preparation of the manuscript, specifically for language editing and grammar correction. AI performed no content generation or data interpretation. The authors take full responsibility for the content and conclusions of this work.
CRediT Author Statement
Nantana Monkata: Investigation, Methodology, Calculation, Formal analysis, Validation, and Writing original draft. Prin Sawasdipol: Formal analysis, Conceptualization, Calculation, Software, and Validation. Nongnapat Ponkhuha: Investigation, Calculation, Validation, and Visualization. Ratirat Suntharawirat: Investigation, Calculation, Validation, and Visualization. Ahmad Jafar Arifi: Formal analysis, Conceptualization, Calculation, and Validation. Daris Samart: Conceptualization, Methodology, Project administration, Resources, Supervision, Funding acquisition, Validation, and Writing original draft.
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