cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/uschist-c104-253109
title: Southern California alumni review, vol. 13, no. 9 (1932 May)

description: Southern California alumni review, vol. 13, no. 9 (1932 May). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226831
title: Southern California alumni review, vol. 10, no. 6 (1929 Feb.)

description: Southern California alumni review, vol. 10, no. 6 (1929 February). Published monthly except July and August.
DOI: 10.25549/uschist-c104-250438
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.25549/uschist-c104-250439
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.25549/uschist-c104-250442
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.25549/uschist-c104-250443
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.13140/rg.2.2.13671.51363
title: Dais10_proof_Boundedness.pdf
DOI: 10.25549/uschist-c104-250446
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.25549/uschist-c104-250456
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.25549/uschist-c104-250461
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.25549/uschist-c104-250462
title: Southern California alumni review, vol. 10, no. 7 (1929 Mar.)

description: Southern California alumni review, vol. 10, no. 7 (1929 March). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226835
title: Southern California alumni review, vol. 10, no. 8 (1929 Apr.)

description: Southern California alumni review, vol. 10, no. 8 (1929 April). Published monthly except July and August.
DOI: 10.25549/uschist-c104-237134
title: Southern California alumni review, vol. 12, no. 5 (1931 Jan.)

description: Southern California alumni review, vol. 12, no. 5 (1931 January). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237135
title: Southern California alumni review, vol. 12, no. 5 (1931 Jan.)

description: Southern California alumni review, vol. 12, no. 5 (1931 January). Published monthly, except July and August.
DOI: 10.5281/zenodo.18707914
title: Coastal and inland American alligators (Alligator mississippiensis) diverge along physiological axes in response to a salinity gradient

description: Ecotypes often occupy an environmental gradient, which can lead to divergence in physiological traits between ecotypes. We tested the hypothesis that alligators from inland and coastal environments have physiologically and genetically diverged from one another by exposing coastal and inland alligators to hypo-osmotic (0 PSU), iso-osmotic (10 PSU) and hyper-osmotic (20 PSU) salinities. For each alligator, we measured natremia before and after exposure, one behavioral trait, 10 histological traits, and gene expression levels in the liver and kidney. We found little evidence supporting population genetic differentiation between coastal and inland alligators yet found significant physiological divergence between the two ecotypes. Coastal alligators exhibited slightly elevated natremia across salinity treatments both pre- and post-trial and there were large structural differences between the ecotypes in both the kidney and liver tissues. Broadly, the metabolic features of the liver were decreased and the osmoregulatory abilities of the kidney were increased to a greater extent in the coastal alligators than in the inland alligators, especially at high salinities. This was also reflected in the gene expression data, where most DEGs were involved in metabolic pathways. Together, these findings suggest that coastal alligators maintain sodium balance through a combination of increased renal processing capacity and a slightly elevated natremia set point. Overall, we found that the salinity gradient used in our study elicited contrasting physiological responses between alligators from coastal and inland environments.
DOI: 10.25549/uschist-c104-237139
title: Southern California alumni review, vol. 12, no. 5 (1931 Jan.)

description: Southern California alumni review, vol. 12, no. 5 (1931 January). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237151
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237152
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-253110
title: Southern California alumni review, vol. 13, no. 9 (1932 May)

description: Southern California alumni review, vol. 13, no. 9 (1932 May). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253112
title: Southern California alumni review, vol. 13, no. 9 (1932 May)

description: Southern California alumni review, vol. 13, no. 9 (1932 May). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253116
title: Southern California alumni review, vol. 13, no. 9 (1932 May)

description: Southern California alumni review, vol. 13, no. 9 (1932 May). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253120
title: Southern California alumni review, vol. 13, no. 10 (1932 June)

description: Southern California alumni review, vol. 13, no. 10 (1932 June). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253124
title: Southern California alumni review, vol. 13, no. 10 (1932 June)

description: Southern California alumni review, vol. 13, no. 10 (1932 June). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226837
title: Southern California alumni review, vol. 10, no. 8 (1929 Apr.)

description: Southern California alumni review, vol. 10, no. 8 (1929 April). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226844
title: Southern California alumni review, vol. 10, no. 8 (1929 Apr.)

description: Southern California alumni review, vol. 10, no. 8 (1929 April). Published monthly except July and August.
DOI: 10.15468/dl.jwmapz
title: Occurrence Download

description: A dataset containing 2905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Masticophis mentovarius"
 ]
}

 The dataset includes 2905 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031219-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-226865
title: Southern California alumni review, vol. 10, no. 8 (1929 Apr.)

description: Southern California alumni review, vol. 10, no. 8 (1929 April). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226867
title: Southern California alumni review, vol. 10, no. 8 (1929 Apr.)

description: Southern California alumni review, vol. 10, no. 8 (1929 April). Published monthly except July and August.
DOI: 10.25549/uschist-c104-226868
title: Southern California alumni review, vol. 10, no. 8 (1929 Apr.)

description: Southern California alumni review, vol. 10, no. 8 (1929 April). Published monthly except July and August.
DOI: 10.25549/uschist-c104-227384
title: Southern California alumni review, vol. 17, no. 5 (1936 Jan.)

description: Southern California alumni review, vol. 17, no. 5 (1936 January). Published twenty times a year.
DOI: 10.25549/uschist-c104-227390
title: Southern California alumni review, vol. 17, no. 5 (1936 Jan.)

description: Southern California alumni review, vol. 17, no. 5 (1936 January). Published twenty times a year.
DOI: 10.25549/uschist-c104-227398
title: Southern California alumni review, vol. 17, no. 5 (1936 Jan.)

description: Southern California alumni review, vol. 17, no. 5 (1936 January). Published twenty times a year.
DOI: 10.15468/dl.2mx62j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucotrichia brasiliana",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031220-260208012135463/datasets/export for details.
DOI: 10.25549/uschist-c104-227404
title: Southern California alumni review, vol. 17, no. 5 (1936 Jan.)

description: Southern California alumni review, vol. 17, no. 5 (1936 January). Published twenty times a year.
DOI: 10.25549/uschist-c104-227408
title: Southern California alumni review, vol. 17, no. 5 (1936 Jan.)

description: Southern California alumni review, vol. 17, no. 5 (1936 January). Published twenty times a year.
DOI: 10.25549/uschist-c104-253127
title: Southern California alumni review, vol. 13, no. 10 (1932 June)

description: Southern California alumni review, vol. 13, no. 10 (1932 June). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253143
title: Southern California alumni review, vol. 13, no. 10 (1932 June)

description: Southern California alumni review, vol. 13, no. 10 (1932 June). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253144
title: Southern California alumni review, vol. 13, no. 10 (1932 June)

description: Southern California alumni review, vol. 13, no. 10 (1932 June). Published monthly except July and August.
DOI: 10.15468/dl.ma4egm
title: Occurrence Download

description: A dataset containing 568202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.10585 -1.17351,-79.96643 -3.00643,-79.87702 -3.40878,-79.41879 -3.93407,-77.74234 -3.67701,-77.89881 -3.00643,-78.41292 -3.29702,-77.6194 -2.7829,-75.94295 -2.42526,-75.28355 -0.74881,-76.05471 -0.30176,-77.83175 0.01118,-79.10585 -1.17351))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 568202 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031168-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-253155
title: Southern California alumni review, vol. 13, no. 10 (1932 June)

description: Southern California alumni review, vol. 13, no. 10 (1932 June). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253164
title: Southern California alumni review, vol. 14, no. 1 (1932 Sept.)

description: Southern California alumni review, vol. 14, no. 1 (1932 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-237144
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237145
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237146
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237153
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.15468/dl.8ban8d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rusina ferruginea"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031192-260208012135463/datasets/export for details.
DOI: 10.25549/uschist-c104-237159
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-227370
title: Southern California alumni review, vol. 17, no. 3 (1935 Nov.)

description: Southern California alumni review, vol. 17, no. 3 (1935 November). Published twenty times a year.
DOI: 10.25549/uschist-c104-227373
title: Southern California alumni review, vol. 17, no. 3 (1935 Nov.)

description: Southern California alumni review, vol. 17, no. 3 (1935 November). Published twenty times a year.
DOI: 10.25549/uschist-c104-237941
title: Southern California alumni review, vol. 17, no. 4 (1935 Dec.)

description: Southern California alumni review, vol. 17, no. 4 (1935 December). Published twenty times a year.
DOI: 10.25549/uschist-c104-237942
title: Southern California alumni review, vol. 17, no. 4 (1935 Dec.)

description: Southern California alumni review, vol. 17, no. 4 (1935 December). Published twenty times a year.
DOI: 10.25549/uschist-c104-237948
title: Southern California alumni review, vol. 17, no. 4 (1935 Dec.)

description: Southern California alumni review, vol. 17, no. 4 (1935 December). Published twenty times a year.
DOI: 10.25549/uschist-c104-237949
title: Southern California alumni review, vol. 17, no. 4 (1935 Dec.)

description: Southern California alumni review, vol. 17, no. 4 (1935 December). Published twenty times a year.
DOI: 10.25549/uschist-c104-237950
title: Southern California alumni review, vol. 17, no. 4 (1935 Dec.)

description: Southern California alumni review, vol. 17, no. 4 (1935 December). Published twenty times a year.
DOI: 10.25549/uschist-c104-237953
title: Southern California alumni review, vol. 17, no. 4 (1935 Dec.)

description: Southern California alumni review, vol. 17, no. 4 (1935 December). Published twenty times a year.
DOI: 10.25549/uschist-c104-237957
title: Southern California alumni review, vol. 17, no. 4 (1935 Dec.)

description: Southern California alumni review, vol. 17, no. 4 (1935 December). Published twenty times a year.
DOI: 10.25549/uschist-c104-227381
title: Southern California alumni review, vol. 17, no. 5 (1936 Jan.)

description: Southern California alumni review, vol. 17, no. 5 (1936 January). Published twenty times a year.
DOI: 10.25549/uschist-c104-236988
title: Southern California alumni review, vol. 12, no. 2 (1930 Oct.)

description: Southern California alumni review, vol. 12, no. 2 (1930 October). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-236989
title: Southern California alumni review, vol. 12, no. 2 (1930 Oct.)

description: Southern California alumni review, vol. 12, no. 2 (1930 October). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-236991
title: Southern California alumni review, vol. 12, no. 2 (1930 Oct.)

description: Southern California alumni review, vol. 12, no. 2 (1930 October). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-236992
title: Southern California alumni review, vol. 12, no. 2 (1930 Oct.)

description: Southern California alumni review, vol. 12, no. 2 (1930 October). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-236998
title: Southern California alumni review, vol. 12, no. 2 (1930 Oct.)

description: Southern California alumni review, vol. 12, no. 2 (1930 October). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-253167
title: Southern California alumni review, vol. 14, no. 1 (1932 Sept.)

description: Southern California alumni review, vol. 14, no. 1 (1932 September). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253196
title: Southern California alumni review, vol. 14, no. 2 (1932 Oct.)

description: Southern California alumni review, vol. 14, no. 2 (1932 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253209
title: Southern California alumni review, vol. 14, no. 2 (1932 Oct.)

description: Southern California alumni review, vol. 14, no. 2 (1932 October). Published monthly except July and August.
DOI: 10.5281/zenodo.18708095
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.25549/uschist-c104-253214
title: Southern California alumni review, vol. 14, no. 2 (1932 Oct.)

description: Southern California alumni review, vol. 14, no. 2 (1932 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-253225
title: Southern California alumni review, vol. 14, no. 2 (1932 Oct.)

description: Southern California alumni review, vol. 14, no. 2 (1932 October). Published monthly except July and August.
DOI: 10.25549/uschist-c104-237155
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237165
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237169
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237174
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.25549/uschist-c104-237175
title: Southern California alumni review, vol. 12, no. 6 (1931 Feb.)

description: Southern California alumni review, vol. 12, no. 6 (1931 February). Published monthly, except July and August.
DOI: 10.15468/dl.6jqjwr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neotrichia anaua",
 "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/0031221-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-227451
title: Southern California alumni review, vol. 17, no. 6 (1936 Feb.)

description: Southern California alumni review, vol. 17, no. 6 (1936 February). Published twenty times a year.
DOI: 10.25549/uschist-c104-237975
title: Southern California alumni review, vol. 17, no. 7 (1936 Mar.)

description: Southern California alumni review, vol. 17, no. 7 (1936 March). Published twenty times a year.
DOI: 10.25549/uschist-c104-237978
title: Southern California alumni review, vol. 17, no. 7 (1936 Mar.)

description: Southern California alumni review, vol. 17, no. 7 (1936 March). Published twenty times a year.
DOI: 10.25549/uschist-c104-237980
title: Southern California alumni review, vol. 17, no. 7 (1936 Mar.)

description: Southern California alumni review, vol. 17, no. 7 (1936 March). Published twenty times a year.
DOI: 10.5281/zenodo.18707970
title: Dataset and precomputed outputs from a Bifurcated Hybrid Aspect Term Extraction Approach

description: This deposit provides the data artifacts and precomputed outputs used in the experiments for the manuscript:

“Enhancing Aspect Discovery through a Bifurcated Hybrid Approach for Extracting Relevant Terms from Unstructured-Unlabeled Energy Data.”

The Zenodo record is intended to support reproducibility and reviewer inspection of (i) the input datasets used by the proposed pipeline and (ii) the exported outputs used by the multi-metric evaluation. The corresponding notebooks and scripts are available in the companion GitHub repository (see “Related identifiers”).

Contents

The deposit includes three ZIP archives:





data.zipCore datasets and auxiliary resources used throughout the pipeline and evaluation, including:





CSV files for the main segmented dataset and branch-specific datasets (e.g., UNSUP/RB variants).




Text resources for normalization and filtering, such as custom_stopwords, interjeksi_stopwords, and slangword.






dataset_baselines.zipBaseline and intermediate datasets exported in CSV format, including baseline aspect-term outputs and derived datasets used for benchmarking and comparison. Examples include outputs from multiple baseline models and branch-specific exports aligned at the segment level.




outputs_bifurcated_hybrid_ate.zipFinal precomputed outputs (CSV) of the bifurcated pipeline for evaluation and auditing:





unsup_output.csv (UNSUP-ATE output)




rb_output.csv (RB-ATE output)




hybrid_output.csv (HYBRID-ATE output)





Data organization and expected usage

After downloading, reviewers can extract the ZIP archives and place the files into the expected directories referenced by the evaluation notebooks (e.g., data/ and precomputed_outputs/, depending on the share-pack layout). The evaluation notebooks operate on segment-level alignment, using a stable segment identifier (e.g., comment_id + seg_id) to ensure fair and consistent comparisons across methods and sources.

Notes on privacy and ethics

The shared data are prepared for research reproducibility and do not include personally identifying information. The study uses publicly available online text that has been anonymized prior to analysis.

Related code

All notebooks, scripts, and instructions to reproduce the evaluation workflow are provided in the companion GitHub repository (see “Related identifiers” in this record).