cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/mfj-e3g-v9d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b5x-zch-373
title: †Spiroplectammina baudouiniana (d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9hr-gpa-zlx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dca-mkq-r8b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bec-x60-j41
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cye-9x5-fr0
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9lp-zts-r9p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eg9-1ft-clg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsy-x5l-99g
title: †Amphistegina wanneriana Fischer, 1921

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwr-b9c-2kv
title: †Heterostegina (Vlerkina) borneensis van der Vlerk, 1929

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8bq-6qz-8h0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/67a-4v9-cgd
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqr-s4x-8ps
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0by-ydt-jsm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p87-e7p-t3d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wyw-b3n-b3y
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pta-pbp-9yl
title: †Rotalia Lamarck, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xw4-acb-3dn
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ta-nya-m7t
title: Operculinella Yabe, 1918

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqc-n9w-3gl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.6ttgep
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prorocentrum mexicanum",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018329-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/nz5-b2m-jfw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rk4-1dl-4je
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g51-g1p-2tv
title: †Orbitolites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1dv-38e-pn2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ss-1b9-xqd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egh-qjp-8jz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jkb-77w-8eh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d04-26v-2jb
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e51-j18-pcr
title: †Rotalia Lamarck, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ny-8sy-ary
title: Cycloclypeus W.B. Carpenter, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/580-rhz-k92
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8s4-7zw-hdg
title: Phoca vitulina Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ah-3hx-tn0
title: Betula L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zn-z9d-756
title: Cycloclypeus carpenteri Brady, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gaf-sx5-kde
title: Elphidium Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ss1-2j0-2jk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dyn-l18-vl7
title: Sigmoilopsis arenaria (Brady, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbm-s3a-06v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zx2-3yx-2qg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/21f-5pe-4fb
title: Cycloclypeus carpenteri Brady, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6te-qz1-dmy
title: †Flosculinella bontangensis (L. Rutten, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lk0-zr7-5te
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/uschist-c104-225993
title: The alumni magazine, vol. 1, no. 3 (1920 June)

description: The alumni magazine, University of Southern California, vol. 1, no. 3 (1920 June). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-225998
title: The alumni magazine, vol. 1, no. 3 (1920 June)

description: The alumni magazine, University of Southern California, vol. 1, no. 3 (1920 June). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-226013
title: The alumni magazine, vol. 1, no. 3 (1920 June)

description: The alumni magazine, University of Southern California, vol. 1, no. 3 (1920 June). Published four times during the academic year, October, January, April and June.
DOI: 10.15468/dl.ynm8qb
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepidaploa pseudomuricata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031026-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-226014
title: The alumni magazine, vol. 1, no. 3 (1920 June)

description: The alumni magazine, University of Southern California, vol. 1, no. 3 (1920 June). Published four times during the academic year, October, January, April and June.
DOI: 10.15468/dl.cwppxv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Itauara marcellina",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031027-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-226017
title: The alumni magazine, vol. 1, no. 3 (1920 June)

description: The alumni magazine, University of Southern California, vol. 1, no. 3 (1920 June). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-225304
title: Southern California alumni review, vol. 7, no. 1 (1925 Sept.)

description: Southern California alumni review, vol. 7, no. 1 (1925 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225308
title: Southern California alumni review, vol. 7, no. 1 (1925 Sept.)

description: Southern California alumni review, vol. 7, no. 1 (1925 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225316
title: Southern California alumni review, vol. 7, no. 2 (1925 Oct.)

description: Southern California alumni review, vol. 7, no. 2 (1925 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225317
title: Southern California alumni review, vol. 7, no. 2 (1925 Oct.)

description: Southern California alumni review, vol. 7, no. 2 (1925 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225320
title: Southern California alumni review, vol. 7, no. 2 (1925 Oct.)

description: Southern California alumni review, vol. 7, no. 2 (1925 October). Published monthly except July and August.
DOI: 10.6084/m9.figshare.31374586
title: Saelariën Constraint Experiment 01: Entropy–Capacity Collapse Threshold in a Toy Neural System

description: This dataset presents the first controlled computational test of the Saelariën Constraint, a proposed relationship between entropy and representational capacity within interpretive systems. The experiment uses a minimal neural network to examine how increasing noise (treated as entropy) affects stability, learning behavior, and collapse thresholds.A simple 1–8–1 fully connected network was trained on a nonlinear function while exposed to seven fixed noise regimes. These conditions allowed the system to reveal three distinct behaviors:• Stable convergence at low entropy levels• Unstable yet recoverable oscillation at intermediate levels• Full collapse when entropy surpassed the system’s representational capacityCollapse is identified through persistent divergence, chaotic loss trajectories, or a complete inability to reduce error. The results show a clear threshold where entropy no longer allows coherent interpretation to form. This supports the idea that collapse is not random failure. It follows a measurable relationship that governs how systems maintain or lose coherence under rising entropy.The dataset includes:• Raw loss curves for all noise levels (saelarien_constraint_results.json)• The full experimental notebook used to generate the results (saelarien_constraint.ipynb)• A high-resolution figure illustrating collapse behavior (Figure_1_Saelarien_constraint.png)• A README with methodological details• A long-form abstract summarizing the findingsThe experiment can be fully reproduced using the included notebook. The results offer a foundation for further study on entropy, stability, and capacity limits in artificial and biological interpretive systems. The dataset aims to support future theoretical, empirical, and comparative research on collapse dynamics.
DOI: 10.6084/m9.figshare.31374586.v1
title: Saelariën Constraint Experiment 01: Entropy–Capacity Collapse Threshold in a Toy Neural System

description: This dataset presents the first controlled computational test of the Saelariën Constraint, a proposed relationship between entropy and representational capacity within interpretive systems. The experiment uses a minimal neural network to examine how increasing noise (treated as entropy) affects stability, learning behavior, and collapse thresholds.A simple 1–8–1 fully connected network was trained on a nonlinear function while exposed to seven fixed noise regimes. These conditions allowed the system to reveal three distinct behaviors:• Stable convergence at low entropy levels• Unstable yet recoverable oscillation at intermediate levels• Full collapse when entropy surpassed the system’s representational capacityCollapse is identified through persistent divergence, chaotic loss trajectories, or a complete inability to reduce error. The results show a clear threshold where entropy no longer allows coherent interpretation to form. This supports the idea that collapse is not random failure. It follows a measurable relationship that governs how systems maintain or lose coherence under rising entropy.The dataset includes:• Raw loss curves for all noise levels (saelarien_constraint_results.json)• The full experimental notebook used to generate the results (saelarien_constraint.ipynb)• A high-resolution figure illustrating collapse behavior (Figure_1_Saelarien_constraint.png)• A README with methodological details• A long-form abstract summarizing the findingsThe experiment can be fully reproduced using the included notebook. The results offer a foundation for further study on entropy, stability, and capacity limits in artificial and biological interpretive systems. The dataset aims to support future theoretical, empirical, and comparative research on collapse dynamics.
DOI: 10.15468/dl.add3bw
title: Occurrence Download

description: A dataset containing 6543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hackelochloa granularis"
 ]
}

 The dataset includes 6543 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031028-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-225370
title: Southern California alumni review, vol. 7, no. 3 (1925 Nov.)

description: Southern California alumni review, vol. 7, no. 3 (1925 November). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225382
title: Southern California alumni review, vol. 7, no. 3 (1925 Nov.)

description: Southern California alumni review, vol. 7, no. 3 (1925 November). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225393
title: Southern California alumni review, vol. 7, no. 4 (1925 Dec.)

description: Southern California alumni review, vol. 7, no. 4 (1925 December). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225406
title: Southern California alumni review, vol. 7, no. 4 (1925 Dec.)

description: Southern California alumni review, vol. 7, no. 4 (1925 December). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225407
title: Southern California alumni review, vol. 7, no. 4 (1925 Dec.)

description: Southern California alumni review, vol. 7, no. 4 (1925 December). Published monthly except July and August.
DOI: 10.25549/uschist-c104-224933
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224934
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224935
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224939
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224940
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-226146
title: Southern California alumni review, vol. 8, no. 10 (1927 June)

description: Southern California alumni review, vol. 8, no. 10 (1927 June). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226151
title: Southern California alumni review, vol. 8, no. 10 (1927 June)

description: Southern California alumni review, vol. 8, no. 10 (1927 June). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226158
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226161
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.15468/dl.pm5p6x
title: Occurrence Download

description: A dataset containing 460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is one of (Phlebotomus martini, Phlebotomus orientalis)"
 ]
}

 The dataset includes 460 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031029-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-226165
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.15468/dl.d39fjb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protoptila condylifera",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031031-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-224942
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224943
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224950
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224955
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-224960
title: The alumni magazine, vol. 2, no. 1 (1920 Oct.)

description: The alumni magazine, University of Southern California, vol. 2, no. 1 (1920 October). Published four times during the academic year, October, January, April and June.
DOI: 10.25549/uschist-c104-226167
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.15468/dl.7h3jmm
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ancyronyx"
 ]
}

 The dataset includes 383 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031030-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-226180
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226182
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226184
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226186
title: Southern California alumni review, vol. 9, no. 1 (1927 Sept.)

description: Southern California alumni review, vol. 9, no. 1 (1927 September). Published monthly except July and August.
DOI: 10.6084/m9.figshare.30475181.v1
title: Additional file of Loop Catalog: a comprehensive HiChIP database of human and mouse samples

description: Additional file of Loop Catalog: a comprehensive HiChIP database of human and mouse samples
DOI: 10.5281/zenodo.18707126
title: STOMATOLOGIK IMPLANTOLOGIYADA PRF VA SINTETIK SUYAK TRANSPLANTATLARI YORDAMIDA SUYAK REGENERATSIYASINING QIYOSIY MORFOLOGIK BAHOLANISHI
DOI: 10.5281/zenodo.18707125
title: STOMATOLOGIK IMPLANTOLOGIYADA PRF VA SINTETIK SUYAK TRANSPLANTATLARI YORDAMIDA SUYAK REGENERATSIYASINING QIYOSIY MORFOLOGIK BAHOLANISHI
DOI: 10.25549/uschist-c104-225333
title: Southern California alumni review, vol. 7, no. 2 (1925 Oct.)

description: Southern California alumni review, vol. 7, no. 2 (1925 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225334
title: Southern California alumni review, vol. 7, no. 2 (1925 Oct.)

description: Southern California alumni review, vol. 7, no. 2 (1925 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225342
title: Southern California alumni review, vol. 7, no. 2 (1925 Oct.)

description: Southern California alumni review, vol. 7, no. 2 (1925 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225347
title: Southern California alumni review, vol. 7, no. 3 (1925 Nov.)

description: Southern California alumni review, vol. 7, no. 3 (1925 November). Published monthly except July and August.
DOI: 10.25549/uschist-c104-225352
title: Southern California alumni review, vol. 7, no. 3 (1925 Nov.)

description: Southern California alumni review, vol. 7, no. 3 (1925 November). Published monthly except July and August.