cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.w0vt4b8t3
title: Sensory evolution in a cavefish radiation: Patterns of neuromast distribution and associated behaviour in Sinocyclocheilus (Cypriniformes: Cyprinidae)

description: Sinocyclocheilus, a large radiation of freshwater cavefish, are well-known
 for their presence of regressive features (e.g., variable eye reduction).
 Fewer constructive features are known, such as the expansion of the
 lateral line system (LLS) involved in detecting water movements. The
 precise relationship between LLS expansion and cave adaptation is not well
 understood. Here we examine morphological and behavioural features of the
 LLS in Sinocyclocheilus characterized by broad variation in eye size,
 habitat and geographic distribution. Using live-staining techniques and
 automated behavioural analyses, we examined 26 Sinocyclocheilus species
 and quantified neuromast organ numbers, positions, and laterality within a
 phylogenetic context. We then examined how these morphological features
 may relate to wall-following, an established cave-associated behaviour
 mediated by the lateral line. We show that most species demonstrated
 laterality (i.e., asymmetry) in neuromast organs on the head, often biased
 to the right. We also found that wall-following behaviour was distinctive
 within cavefish, particularly among eyeless species. These diverse
 patterns of LLS expansion appear to correlate with the degree of eye loss,
 as well as geographic distribution. This work reveals that constructive
 LLS evolution is convergent across distant cavefish taxa, and may mediate
 asymmetric behavioural features that enable survival in stark subterranean
 microenvironments.
DOI: 10.5061/dryad.sxksn034p
title: Reassessment of Chirita umbrophila (Gesneriaceae) based on molecular and morphological evidence

description: Chirita umbrophila C.Y.Wu ex H.W.Li is a species endemic to Yunnan, China,
 and its exact systematic position remains a mystery since it was treated
 as a species with uncertain generic affiliation in the taxonomic revision
 of Chirita Buch.-Ham. ex Don in 1985. In the present study, the
 phylogenetic relationships between C. umbrophila and its allied species
 were inferred using two nuclear ribosomal DNA regions (ETS and ITS) and
 three chloroplast regions (rpl16, rps16, and trnL-F). Additionally, the
 type locality of C. umbrophila was re-visited and flowering specimens were
 collected and examined. Our phylogenetic analyses showed that Chirita
 umbrophila is imbedded in three accessions of Loxostigma kurzii with
 strong support. Morphological observations revealed that C. umbrophila can
 be characterized as perennial herbs with somewhat tufted leaves at the top
 of the aerial stem, large ventricose corollas with yellow-brown spotted
 interior surfaces, four anthers cohering in pairs, and two equal or
 subequal stigmas. Detailed morphological analyses suggested that C.
 umbrophila is indistinguishable from Loxostigma kurzii (C.B.Clarke)
 B.L.Burtt (Didymocarpus? kurzii C.B.Clarke). Therefore, both molecular
 phylogenetic results and morphological evidence support that Chirita
 umbrophila is conspecific with Loxostigma kurzii, and a taxonomic
 treatment is provided herein.
DOI: 10.5061/dryad.3r2280ghq
title: Modelling the potential global distribution of suitable habitat for the biological control agent Heterorhabditis indica

description: Entomopathogenic nematode (EPN) Heterorhabditis indica is a promising
 biocontrol candidate. Despite the acknowledged importance of EPN in pest
 control, no extensive data sets or maps have been developed on their
 distribution at global level. This study is the first attempt to generate
 Ecological Niche Models (ENM) for H. indica and its global Habitat
 Suitability Map (HSM) to generate biogeographical information and predicts
 its global geographical range of prospective areas for its exploration and
 to help identify the suitable release areas for biocontrol purpose. The
 aim of the modelling exercise was to access the influence of temperature
 and soil moisture on the biogeographical patterns of H. indica at the
 global level. CLIMEX software was used to model the distribution of H.
 indica and access to the influence of environmental variable on its global
 distribution. In total, 162 records of H. indica occurrence from 27
 countries over 25 years was combined to generate the known distribution
 data. The model was further fine-tuned using the direct experimental
 observations of the H. indica’s growth response to temperature and soil
 moisture. Model predicts much of the tropics and subtropics has
 suitable climatic conditions for H. indica. It further predicts that H.
 indica distribution can extends into warmer temperate climates.
 Examination of the model output, predictions maps at a global level
 indicate that H. indica distribution may be limited by cold stress, heat
 stress and dry stresses in different areas. However, cold stress appears
 to be the major limiting factor. This study, highlighted an efficient way
 to construct HSM for EPN potentially useful in the search/release of
 target species in new locations. The study showed that H. indica which is
 known as warm adapted EPN generally found in tropics and subtropics can
 potentially establish itself in warmer temperate climates as well. The
 model can also be used to decide the release timing of EPN by adjusting
 with season for maximum growth. The model developed in the current study
 clearly identified the value and potential of Habitat Suitability Map
 (HSM) in planning of future surveys and application of H. indica.
description: In total, 155 records of
 <em>H. indica</em> occurrence from published research papers
 and 7 records from online database Global Biodiversity Information
 Facility database (GBIF) (http://www.gbif.org) were
 combined to generate the known distribution data. Not all published
 research papers provided exact geographic coordinates for positive sites
 so in those cases the Google Earth (https://www.google.com/earth/) and the Google Maps (https://www.google.com/maps/preview) were used to best determine coordinates for the occurrence site. Duplicate records were removed
DOI: 10.15468/dl.tcuxxq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Winteria telescopa Brauer, 1901",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.6841 -13.2744,44.9648 -13.45,44.9648 -12.0572,44.6243 -11.5921,43.9413 -11.6518,43.8001 -11.0974,43.4999 -10.8854,43.0582 -10.9337,42.804 -11.2068,42.7621 -11.9579,43.3325 -12.7962,44.5603 -12.8747,44.6841 -13.2744))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010004-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15556774
title: A Dataset of Poker Tournaments

description: A dataset of poker tournaments.

To contribute, please create a pull request or an issue at the accompanying GitHub repository.

Contents:



WSOP.com



Results of 9,958 events.

Prize pool (payouts) of 5,018 events.

Chip counts of 1,809 events.



PokerNews



Chip counts of 3,610 events.

Payouts of 4,024 events.
DOI: 10.5281/zenodo.15556775
title: A Dataset of Poker Tournaments

description: A dataset of poker tournaments.

To contribute, please create a pull request or an issue at the accompanying GitHub repository.

Contents:



WSOP.com



Results of 9,958 events.

Prize pool (payouts) of 5,018 events.

Chip counts of 1,809 events.



PokerNews



Chip counts of 3,610 events.

Payouts of 4,024 events.
DOI: 10.15468/dl.6jjjbu
title: Occurrence Download

description: A dataset listing the 18 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-97.09637 49.69297,-97.07654 49.69297,-97.07654 49.69949,-97.07654 49.7128,-97.09637 49.7128,-97.09637 49.69297))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 18 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009995-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17526762
title: La croissance économique est-elle pro-pauvre au Mali ?

description: Ce travail a pour objet d’évaluer l’effet de la croissance économique sur la réduction de la pauvreté au Mali sur les périodes 2001-2022. La méthode utilisée est celle de Ravallion et Chen qui se repose sur la courbe d’incidence decroissance. Les données utilisées proviennent des différentes enquêtes ménages à savoir l’Enquête malienne d’évaluation de la pauvreté, l’Enquête légère intégrée auprès des ménages et les Enquêtes modulaires et permanentes auprès des ménages réalisés par l’Institut National de la Statistique en 2001, en 2009 et de 2011 à 2022. En application au cas duMali sur les périodes de 2001 à 2022, il ressort que la croissance économique a été pro-pauvre en termes absolus et relatifs entre 2001 et 2009. Elle a été uniquement pro-pauvre en termes absolus pour la période 2015-2019. Les résultats sont en revanche non concluants pour les périodes 2009-2011 et 2011-2015. On note une dégradation des conditions économiques aussi bien pour les pauvres que pour les non pauvres pour la période 2019-2022. L’Etat malien doit donc opérer de meilleures stratégies de lutte contre la pauvreté en renforçant notamment le développement rural et l’accès aux services sociaux de base.
DOI: 10.5281/zenodo.17526966
title: La croissance économique est-elle pro-pauvre au Mali ?

description: Ce travail a pour objet d’évaluer l’effet de la croissance économique sur la réduction de la pauvreté au Mali sur les périodes 2001-2022. La méthode utilisée est celle de Ravallion et Chen qui se repose sur la courbe d’incidence decroissance. Les données utilisées proviennent des différentes enquêtes ménages à savoir l’Enquête malienne d’évaluation de la pauvreté, l’Enquête légère intégrée auprès des ménages et les Enquêtes modulaires et permanentes auprès des ménages réalisés par l’Institut National de la Statistique en 2001, en 2009 et de 2011 à 2022. En application au cas duMali sur les périodes de 2001 à 2022, il ressort que la croissance économique a été pro-pauvre en termes absolus et relatifs entre 2001 et 2009. Elle a été uniquement pro-pauvre en termes absolus pour la période 2015-2019. Les résultats sont en revanche non concluants pour les périodes 2009-2011 et 2011-2015. On note une dégradation des conditions économiques aussi bien pour les pauvres que pour les non pauvres pour la période 2019-2022. L’Etat malien doit donc opérer de meilleures stratégies de lutte contre la pauvreté en renforçant notamment le développement rural et l’accès aux services sociaux de base.
DOI: 10.15468/dl.c2bef6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Esox masquinongy",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034380-251025141854904/datasets/export for details.
DOI: 10.15468/dl.r7pfnm
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Bertholletia excelsa"
 ]
}

 The dataset includes 150 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034378-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd2yu3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.5188 22.94913, -107.3688 22.94913, -107.3688 23.09913, -107.5188 23.09913, -107.5188 22.94913))"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034379-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29673182.v2
title: Waveforms.zip

description: This dataset contains seismic waveform data recorded by a linear array of 17 temporary broadband stations deployed across the Western Qinling of China. The array was operated from September 2018 to June 2021.Each station was equipped with a broadband sensor and recorded continuous three-component ground motion at a sampling rate of 100 Hz. The data are provided in SAC (Seismic Analysis Code) format, and file names reflect the recording time, station code, and component (e.g., <code>YYYY.JJJ.HH.MM.SS.STATION.sac.e/n/z</code>). Metadata such as station coordinates and elevation are embedded in the SAC headers and not included as separate files.<br>
DOI: 10.57783/hdz8-ft87
title: LibreChat
DOI: 10.15468/dl.bany2y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Esox niger",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034381-251025141854904/datasets/export for details.
DOI: 10.15468/dl.pnqtvh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.3688 22.94913, -107.2188 22.94913, -107.2188 23.09913, -107.3688 23.09913, -107.3688 22.94913))"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034382-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.158279.v1/t1
title: "Table 1" of "First measurement of $\mathrm{D_{s1}}(1^{+})(2536)^+$ and $\mathrm{D_{s2}^{*}(2^{+})(2573)^+}$ production in proton--proton collisions at $\sqrt{s} = 13$ TeV at the LHC"

description: $\mathrm{D_{s1}}^{+}$ x BR($\mathrm{D_{s1}}^{+} \rightarrow \mathrm D^{*+}$ $\mathrm K^{0}_{S})$ / $\mathrm{D_{s}^{+}}$ ratio at midrapidity ($|y|&lt;0.5$) in pp collisions at $\sqrt{s}$ = 13 TeV as a function of the average charged particle multiplicity
description: The production yields of the orbitally excited charm-strange mesons $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ were measured for the first time in proton--proton (pp) collisions at a center-of-mass energy of $\sqrt{s}=13$ TeV with the ALICE experiment at the LHC. The $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ mesons were measured at midrapidity ($|y|&lt;0.5$) in minimum-bias and high-multiplicity pp collisions in the transverse-momentum interval $2
DOI: 10.17182/hepdata.157600.v1/t1
title: "Table 1" of "Proton emission in ultraperipheral Pb-Pb collisions at $\sqrt{\textit{s}_{\mathrm{\textbf{NN}}}}=5.02$ TeV"

description: Measured cross sections of the emission of a given number of protons k accompanied by at least one neutron i in UPC of Pb nuclei.
description: Proton emission in ultraperipheral Pb-Pb collisions at sqrt(s_NN) 5.02 TeV.
DOI: 10.17182/hepdata.157600.v1/t2
title: "Table 2" of "Proton emission in ultraperipheral Pb-Pb collisions at $\sqrt{\textit{s}_{\mathrm{\textbf{NN}}}}=5.02$ TeV"

description: Measured cross sections of the emission of a given number of neutrons i accompanied by a single proton in UPC of Pb nuclei.
description: Proton emission in ultraperipheral Pb-Pb collisions at sqrt(s_NN) 5.02 TeV.
DOI: 10.17182/hepdata.158279.v1/t2
title: "Table 2" of "First measurement of $\mathrm{D_{s1}}(1^{+})(2536)^+$ and $\mathrm{D_{s2}^{*}(2^{+})(2573)^+}$ production in proton--proton collisions at $\sqrt{s} = 13$ TeV at the LHC"

description: $\mathrm{D_{s2}}^{*+}$ x BR($\mathrm{D_{s2}}^{*+} \rightarrow \mathrm D^{+}$ $\mathrm K^{0}_{S})$ / $\mathrm{D_{s}^{+}}$ ratio at midrapidity ($|y|&lt;0.5$) in pp collisions at $\sqrt{s}$ = 13 TeV as a function of the average charged particle multiplicity
description: The production yields of the orbitally excited charm-strange mesons $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ were measured for the first time in proton--proton (pp) collisions at a center-of-mass energy of $\sqrt{s}=13$ TeV with the ALICE experiment at the LHC. The $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ mesons were measured at midrapidity ($|y|&lt;0.5$) in minimum-bias and high-multiplicity pp collisions in the transverse-momentum interval $2
DOI: 10.17182/hepdata.158279.v1/t3
title: "Table 3" of "First measurement of $\mathrm{D_{s1}}(1^{+})(2536)^+$ and $\mathrm{D_{s2}^{*}(2^{+})(2573)^+}$ production in proton--proton collisions at $\sqrt{s} = 13$ TeV at the LHC"

description: $\mathrm{D}_{s1}^{+}$ / $\mathrm{D}_{s}^{+}$ ratio at midrapidity ($|y|&lt;0.5$) in pp collisions at $\sqrt{s}$ = 13 TeV
BR = (22 $\pm$ 2)%, branching ratio of $\mathrm{D}_{s1}^{+}\rightarrow\mathrm D^{*+} \mathrm K^{0}_{S}$ decay computed from RQM predictions and ratio of the BRs between the two possible final charged states.
description: The production yields of the orbitally excited charm-strange mesons $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ were measured for the first time in proton--proton (pp) collisions at a center-of-mass energy of $\sqrt{s}=13$ TeV with the ALICE experiment at the LHC. The $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ mesons were measured at midrapidity ($|y|&lt;0.5$) in minimum-bias and high-multiplicity pp collisions in the transverse-momentum interval $2
DOI: 10.17182/hepdata.158279.v1/t4
title: "Table 4" of "First measurement of $\mathrm{D_{s1}}(1^{+})(2536)^+$ and $\mathrm{D_{s2}^{*}(2^{+})(2573)^+}$ production in proton--proton collisions at $\sqrt{s} = 13$ TeV at the LHC"

description: $\mathrm{D}_{s2}^*{+}$ / $\mathrm{D}_{s}^{+}$ ratio at midrapidity ($|y|&lt;0.5$) in pp collisions at $\sqrt{s}$ = 13 TeV
BR = 23.35%, branching ratio of $\mathrm{D}_{s2}^*{+}\rightarrow\mathrm{D}^{+} \mathrm K^{0}_{S}$ decay computed from RQM predictions and ratio of the BRs between the two possible final charged states.
description: The production yields of the orbitally excited charm-strange mesons $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ were measured for the first time in proton--proton (pp) collisions at a center-of-mass energy of $\sqrt{s}=13$ TeV with the ALICE experiment at the LHC. The $\mathrm D_{s, 1}^{+}$ and $\mathrm D_{s, 2}^{*, +}$ mesons were measured at midrapidity ($|y|&lt;0.5$) in minimum-bias and high-multiplicity pp collisions in the transverse-momentum interval $2
DOI: 10.17182/hepdata.157542.v1/t1
title: "table_1" of "Measurement of the inclusive isolated-photon production cross section in pp and Pb$-$Pb collisions at $\sqrt{s_{\rm NN}}=5.02$ TeV"

description: Isolated-photon differential cross section measured in pp and Pb$-$Pb collisions at $\sqrt{s_{\mathrm{NN}}}=5.02~\mathrm{TeV}$ for five Pb$-$Pb centrality classes for $R=0.2$. Note that the Pb$-$Pb data in the first five columns is scaled by $\langle N_{\mathrm{coll}} \rangle$, unlike in the figure in the paper where the theory was scaled by $\langle N_{\mathrm{coll}} \rangle$. Last two columns correspond to theory NLO pQCD calculations with JETPHOX, for pp (PDF) and Pb$-$Pb (nPDF) collisions calculated for the 0$-$100% centrality class. Data statistical and systematic uncertainties are provided. The theory scale and PDF uncertainties are provided. The data normalisation uncertainties are provided in the paper.
description: CERN-LHC. The ALICE Collaboration at the CERN LHC has measured the inclusive production cross section of isolated photons at midrapidity as a function of the photon transverse momentum ($p_\mathrm{T}^{\gamma}$), in Pb$-$Pb collisions in different centrality intervals, and in pp collisions, at centre-of-momentum energy per nucleon pair of $\sqrt{s_{\mathrm{NN}}}=5.02~\mathrm{TeV}$. The photon transverse momentum range is between 10$-$14 and 40$-$140 GeV/$c$, depending on the collision system and on the Pb$-$Pb centrality class. The Pb$-$Pb collisions data is divided in the centrality classes 0--10%, 10$-$30%, 30$-$50%, 50$-$90%, 50$-$70%, and 70$-$90%. The result extends to lower $p_\mathrm{T}^{\gamma}$ than previously published results by the ATLAS and CMS experiments at the same collision energy. The covered pseudorapidity range is $|\eta^{\gamma}| &lt;0.67$. The isolation selection is based on a charged particle isolation momentum threshold $p_\mathrm{T}^{\mathrm{iso,~ch}} = 1.5$ GeV/$c$ within a cone of radii $R=0.2$ and $0.4$. The nuclear modification factor is calculated and found to be consistent with unity in all centrality classes, and also consistent with the HG-PYTHIA model, which describes the event selection and geometry biases that affect the centrality determination in peripheral Pb$-$Pb collisions. The measurement is compared to next-to-leading order perturbative QCD calculations and to the measurements of isolated photons and Z$^{0}$ bosons from the CMS experiment, which are all found to be in agreement.
DOI: 10.17182/hepdata.157542.v1/t2
title: "table_2" of "Measurement of the inclusive isolated-photon production cross section in pp and Pb$-$Pb collisions at $\sqrt{s_{\rm NN}}=5.02$ TeV"

description: Isolated-photon differential cross section measured in pp and Pb$-$Pb collisions at $\sqrt{s_{\mathrm{NN}}}=5.02~\mathrm{TeV}$ for five Pb$-$Pb centrality classes for $R=0.4$. Note that the Pb$-$Pb data in the first five columns is scaled by $\langle N_{\mathrm{coll}} \rangle$, unlike in the figure in the paper where the theory was scaled by $\langle N_{\mathrm{coll}} \rangle$. Last two columns correspond to theory NLO pQCD calculations with JETPHOX, for pp (PDF) and Pb$-$Pb (nPDF) collisions calculated for the 0$-$100% centrality class. Data statistical and systematic uncertainties are provided. The theory scale and PDF uncertainties are provided. The data normalisation uncertainties are provided in the paper.
description: CERN-LHC. The ALICE Collaboration at the CERN LHC has measured the inclusive production cross section of isolated photons at midrapidity as a function of the photon transverse momentum ($p_\mathrm{T}^{\gamma}$), in Pb$-$Pb collisions in different centrality intervals, and in pp collisions, at centre-of-momentum energy per nucleon pair of $\sqrt{s_{\mathrm{NN}}}=5.02~\mathrm{TeV}$. The photon transverse momentum range is between 10$-$14 and 40$-$140 GeV/$c$, depending on the collision system and on the Pb$-$Pb centrality class. The Pb$-$Pb collisions data is divided in the centrality classes 0--10%, 10$-$30%, 30$-$50%, 50$-$90%, 50$-$70%, and 70$-$90%. The result extends to lower $p_\mathrm{T}^{\gamma}$ than previously published results by the ATLAS and CMS experiments at the same collision energy. The covered pseudorapidity range is $|\eta^{\gamma}| &lt;0.67$. The isolation selection is based on a charged particle isolation momentum threshold $p_\mathrm{T}^{\mathrm{iso,~ch}} = 1.5$ GeV/$c$ within a cone of radii $R=0.2$ and $0.4$. The nuclear modification factor is calculated and found to be consistent with unity in all centrality classes, and also consistent with the HG-PYTHIA model, which describes the event selection and geometry biases that affect the centrality determination in peripheral Pb$-$Pb collisions. The measurement is compared to next-to-leading order perturbative QCD calculations and to the measurements of isolated photons and Z$^{0}$ bosons from the CMS experiment, which are all found to be in agreement.