cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/keglee/q4d403
title: GueorguiveMalesky_JOP.pdf

description: Article
DOI: 10.7910/dvn/mvwz9h/hyayyk
title: trim.tab

description: :unav
DOI: 10.7910/dvn/mvwz9h/oeuw6s
title: trim_BDM.tab

description: :unav
DOI: 10.7910/dvn/mvwz9h/s6lhox
title: WHO_codes.tab

description: :unav
DOI: 10.7910/dvn/ayrhdo/1pf4fr
title: pass_the_bucks_isq_do_file.do.txt

description: master .do file
DOI: 10.7910/dvn/ayrhdo/g9awo8
title: pass_the_bucks_data_isq_replication.tab

description: master data
DOI: 10.7910/dvn/ayrhdo/ianxcd
title: mfx_interaction.tab

description: outputted marginal effects data
DOI: 10.7910/dvn/ayrhdo/jraafc
title: Pass the Bucks_Appendix.docx

description: Online Appendix
DOI: 10.7910/dvn/wzjpgy/pdyomc
title: Partnership or Predation_Appendix_with table.docx

description: :unav
DOI: 10.7910/dvn/ttmuzk/fnlzna
title: Case_coding_Julian.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/nmlqot
title: Case_coding_Johne.xlsx

description: :unav
DOI: 10.7910/dvn/obrr7o/5ukuop
title: isq_appendix.pdf

description: :unav
DOI: 10.7910/dvn/ttmuzk/3jg7x9
title: Case_coding_Oliver.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/4msnjo
title: coding_protocol.docx

description: coding protocol used by the RAs to produce their case coding from the judgment reasons
DOI: 10.7910/dvn/ttmuzk/ch515t
title: Case_coding_Tyler.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/it70pg
title: comparison_final.do

description: One of 2 main analysis scripts (Stata 16 format): produces graphs and other results in the paper relating to document view path and reasons data
DOI: 10.7910/dvn/ttmuzk/m75odl
title: data_ingestion_final.do

description: :unav
DOI: 10.7910/dvn/obrr7o/4zznda
title: isq_poladopt_fig1.tab

description: :unav
DOI: 10.7910/dvn/obrr7o/69yo7p
title: isq_placebo.do

description: :unav
DOI: 10.7910/dvn/obrr7o/dw4wwj
title: isq_results.do

description: :unav
DOI: 10.7910/dvn/obrr7o/yq6ner
title: isq_poladopt.tab

description: :unav
DOI: 10.7910/dvn/obrr7o/zjdnga
title: isq_poladopt_placebo.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/5fvpx9
title: document_requests.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/ccpb5l
title: document_requests.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/gze5ts
title: document_requests.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/kep2uq
title: document_requests.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/ljkc0c
title: document_requests.tab

description: :unav
DOI: 10.7910/dvn/0ynz0q/7mrrrr
title: README.md

description: Codebook for sunk_cost_train.csv and sunk_cost_test.csv
DOI: 10.7910/dvn/0ynz0q/cjk7wu
title: sunk_cost_test.tab

description: Raw data for test phase
DOI: 10.7910/dvn/obrr7o/3vhcpu
title: isq_supplements.do

description: :unav
DOI: 10.7910/dvn/obrr7o/y3ej0r
title: isq_robust.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/0maxfk
title: document_requests.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/4unook
title: document_requests.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/fbntfl
title: document_visibility.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/uhlv9n
title: document_visibility.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/xfwnmb
title: document_visibility.tab

description: :unav
DOI: 10.7910/dvn/0ynz0q/bcuukr
title: sunk_cost_train.tab

description: Raw data for training phases
DOI: 10.7910/dvn/oomwsd/8uvian
title: divisionRankingsNN.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/bmoymv
title: document_visibility.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/nlyzsc
title: document_visibility.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/oenocq
title: document_visibility.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/rp0prt
title: experiment_final.do

description: One of 2 main analysis scripts (Stata 16 format): produces graphs and other results in the paper relating to affirm/reverse judgments and sentences
DOI: 10.7910/dvn/ttmuzk/x6vqcd
title: document_visibility.tab

description: :unav
DOI: 10.7910/dvn/oomwsd/dviqmp
title: homeEffectLogit.tab

description: :unav
DOI: 10.7910/dvn/oomwsd/eznnmn
title: modelCorrelationsSummaryWithNNResults.tab

description: :unav
DOI: 10.7910/dvn/oomwsd/fnausd
title: divisionRankings.tab

description: :unav
DOI: 10.7910/dvn/oomwsd/l7xfbo
title: homeEffectNN.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/f27wlp
title: footnote_views.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/h5zl82
title: fig1_com_civ_sides.grec

description: helper file applying edits to figure 1, called by comparison_final.do
DOI: 10.7910/dvn/ttmuzk/ih3qbs
title: footnote_views.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/pfvwpx
title: footnote_views.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/r4vdw7
title: fig2_com_civ_sides.grec

description: helper file applying edits to figure 2, called by comparison_final.do
DOI: 10.7910/dvn/ttmuzk/sntche
title: footnote_views.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/avdar7
title: Map_textpassages.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/nswo21
title: JudgmentReasons_table.docx

description: Convenience file: excerpt from maindata.dta containing the judgment reasons (in English translation where applicable) and some associated coding; not necessary for generating any results reported in the paper but a useful reference
DOI: 10.7910/dvn/ttmuzk/vrrze8
title: maindata.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/vsakyp
title: guilty_inferred_from_reasons_Johne.xlsx

description: :unav
DOI: 10.7910/dvn/ljwigz/amn1i2
title: a.dataset-1.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/4duuod
title: participations_timestamps.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/bwn8b2
title: non-text_ids.txt

description: :unav
DOI: 10.7910/dvn/ttmuzk/gd90gs
title: participations_timestamps.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/qdk7ej
title: participations_timestamps.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/v3mphh
title: participations_timestamps.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/xqthld
title: participation_data_list_of_fields_by_jurisdiction.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/ijgtvu
title: d.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/qeuy68
title: c.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/ttoemg
title: b.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/urb3vz
title: f.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/zccoeb
title: e.dataset.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/aw6izz
title: participations_timestamps.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/r6pvbb
title: participations.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/rtnhiw
title: participations_timestamps.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/xqjt9t
title: participations.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/zyizhq
title: participations_timestamps.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/4dtgga
title: i.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/6yds73
title: l.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/bjqu51
title: j.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/g9p9pv
title: k.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/iqvsr0
title: g.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/wlngiq
title: h.dataset.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/6ogaof
title: participations.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/ipktwc
title: participations.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/l6hunc
title: participations.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/wfuqhe
title: participations.xlsx

description: :unav
DOI: 10.7910/dvn/ttmuzk/wwh2da
title: participations.xlsx

description: :unav
DOI: 10.7910/dvn/y9dabo/as3luy
title: L483Ch-mosaicw.fits

description: MDM 2.4m H-band image - no off-source background subtraction
DOI: 10.7910/dvn/y9dabo/iowjsg
title: L483BRG-mosaiclc.fits

description: CTIO ISPI Brackett Gamma Filter
DOI: 10.7910/dvn/ljwigz/5vm5tb
title: p.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/e972z0
title: o.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/fbvadv
title: q.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/gvrqf0
title: m.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/qbzinw
title: r.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/v1ajri
title: n.dataset.tab

description: :unav
DOI: 10.7910/dvn/ttmuzk/74rqan
title: readme.txt

description: :unav
DOI: 10.7910/dvn/ttmuzk/anhyax
title: readme.txt

description: :unav
DOI: 10.7910/dvn/ttmuzk/cn6pcg
title: readme.txt

description: :unav
DOI: 10.7910/dvn/ttmuzk/g2pxto
title: readme.txt

description: :unav
DOI: 10.7910/dvn/ttmuzk/r40wdd
title: readme.txt

description: :unav
DOI: 10.7910/dvn/y9dabo/dgbd08
title: L483H2c-mosaiclc.fits

description: CTIO ISPI H2 Continuum
DOI: 10.7910/dvn/y9dabo/jaz4k3
title: L483h-mosaiclc.fits

description: CTIO ISPI H-band
DOI: 10.7910/dvn/y9dabo/jcoas2
title: L483H2-mosaiclc.fits

description: CTIO ISPI H2
DOI: 10.7910/dvn/y9dabo/p4ax9v
title: L483Cks-mosaicw.fits

description: MDM 2.4m Ks-band image - no off-source background subtraction
DOI: 10.7910/dvn/y9dabo/rq5uht
title: L483h-mosaicfw.fits

description: MDM 2.4m H-band image - off-source background subtraction
DOI: 10.7910/dvn/530uyq/7cncwv
title: samples_cat_noukidss_compressed.h5

description: :unav
DOI: 10.7910/dvn/530uyq/uv9ybo
title: samples_cat_compressed.h5

description: :unav
DOI: 10.7910/dvn/ljwigz/23yrqr
title: x.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/8tkbgw
title: u.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/b0uwu3
title: w.dataset.tab

description: :unav
DOI: 10.7910/dvn/ljwigz/ls5icu
title: t.dataset.tab

description: :unav
DOI: 10.15468/dl.d6xrgh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Licaria rufotomentosa van der Werff"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017591-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.damqkz
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trophonella scotiana (Powell, 1951)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 80 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082019-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waa2hw
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is TWN.7_1",
 "TaxonKey is Cuora flavomarginata (Gray, 1863)"
 ]
}

 The dataset includes 62 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026605-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m45wq8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ramphotyphlops suluensis (Taylor, 1918)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082073-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anxvk0
title: Occurrence Download

description: A dataset containing 3211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Egretta caerulea (Linnaeus, 1758)",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3211 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017591-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evd4vv
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus arbuscula Pall."
 ]
}

 The dataset includes 157 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022786-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7atqg
title: Occurrence Download

description: A dataset containing 90996 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens frondosa L."
 ]
}

 The dataset includes 90996 records from 892 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029759-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqztkz
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaecrista telfairiana (Hook.f.) Lock"
 ]
}

 The dataset includes 70 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082066-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqvjrs
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carnegiea gigantea (Engelm.) Britton & Rose",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 255 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017592-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwgnvw
title: Occurrence Download

description: A dataset containing 4721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Baptisia tinctoria (L.) R.Br."
 ]
}

 The dataset includes 4721 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038742-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccser2
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lichenostomus hindwoodi (Longmore & Boles, 1983)"
 ]
}

 The dataset includes 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027594-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cxznk
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaecrista wallichiana (DC.) V.Singh"
 ]
}

 The dataset includes 77 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082085-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwcqd6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncidium ornithorhynchum Kunth",
 {
 "or" : [
 "Country is Peru",
 "Country is Ecuador",
 "Country is Venezuela (Bolivarian Republic of)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017592-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe9rau
title: Occurrence Download

description: A dataset containing 6920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal)",
 "TaxonKey is Gypaetus barbatus (Linnaeus, 1758)",
 "Year 2011-2020"
 ]
}

 The dataset includes 6920 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033609-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceffs7
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine calcicola W.W.Sm."
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082080-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4guhz
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum quitoense Lam.",
 "Geometry POLYGON((-79.22 -0.28,-79.22 8.45,-65.45 8.45,-65.45 -0.28,-79.22 -0.28))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 81 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017594-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e39mt
title: Occurrence Download

description: A dataset containing 441834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betula pubescens Ehrh.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Geometry POLYGON ((-15 75, -15 25, 60 25, 60 75, -15 75))"
 ]
}

 The dataset includes 441834 records from 836 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034017-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh3dw7
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Limonium malacitanum B.Diez"
 ]
}

 The dataset includes 75 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069407-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyv3gj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stigmella malella (Stainton, 1854) Beirne, 1945",
 "Year is 2016",
 "Country is Netherlands"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069408-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14647166
title: Data from: Coalescent-delimitation framework disentangles species boundaries within the Neotropical mouse-opossums subgenus Marmosops.

description: The Neotropics encompass a vast array of biomes and habitat types, making it one of the most critical regions for exploring cryptic and undiscovered biodiversity. However, it remains one of the least represented areas in genetic data within the tree of life. Advancing genetic studies at both intra- and interspecific levels in this region is therefore a key scientific priority to bridge gaps in our understanding of global biodiversity. Among the diverse Neotropical fauna, marsupials of the Marmosops subgenus inhabit a wide range of habitats, positioning them as an ideal group for investigating diversification processes in the Neotropics. Nonetheless, such studies are limited by unresolved species boundaries within certain groups of this subgenus.

In this study, we assess the evolutionary independence of 13 cryptic mtDNA haplogroups in Marmosops, previously identified through single-locus species delimitation analyses. Using a multi-locus dataset (12 unlinked nuclear loci and 1 mtDNA locus), we applied a Bayesian Multi-Species Coalescent framework in BPP, supplemented by a heuristic criterion (gdi) that incorporates the speciation-continuum concept into species delimitation. Our findings indicate that BPP supports all 13 haplogroups as distinct evolutionary lineages. However, the gdi heuristic revealed that these lineages span the full speciation continuum, with only 7 of the BPP-recognized lineages corresponding to “true” species. Of these 7, three are currently recognized as valid species, validating the robustness of our approach. Furthermore, ecogeographic data suggest that the remaining four lineages hold the potential to be recognized as new species pending further evidence.
DOI: 10.5281/zenodo.14647167
title: Data from: Coalescent-delimitation framework disentangles species boundaries within the Neotropical mouse-opossums subgenus Marmosops.

description: The Neotropics encompass a vast array of biomes and habitat types, making it one of the most critical regions for exploring cryptic and undiscovered biodiversity. However, it remains one of the least represented areas in genetic data within the tree of life. Advancing genetic studies at both intra- and interspecific levels in this region is therefore a key scientific priority to bridge gaps in our understanding of global biodiversity. Among the diverse Neotropical fauna, marsupials of the Marmosops subgenus inhabit a wide range of habitats, positioning them as an ideal group for investigating diversification processes in the Neotropics. Nonetheless, such studies are limited by unresolved species boundaries within certain groups of this subgenus.

In this study, we assess the evolutionary independence of 13 cryptic mtDNA haplogroups in Marmosops, previously identified through single-locus species delimitation analyses. Using a multi-locus dataset (12 unlinked nuclear loci and 1 mtDNA locus), we applied a Bayesian Multi-Species Coalescent framework in BPP, supplemented by a heuristic criterion (gdi) that incorporates the speciation-continuum concept into species delimitation. Our findings indicate that BPP supports all 13 haplogroups as distinct evolutionary lineages. However, the gdi heuristic revealed that these lineages span the full speciation continuum, with only 7 of the BPP-recognized lineages corresponding to “true” species. Of these 7, three are currently recognized as valid species, validating the robustness of our approach. Furthermore, ecogeographic data suggest that the remaining four lineages hold the potential to be recognized as new species pending further evidence.