cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25612057
title: The impact of evaluation and accountability on academic careers

description: This article examines the work experiences of academics in Spanish universities with respect to how individuals are affected by the complex requirements of neoliberal compliance and a culture of endogamy, often referred to as ‘academic inbreeding’. The need to evaluate and be accountable for most aspects of academic work is relatively new in Spain and presently poorly understood. Compliance systems are usually introduced to enhance the quality of work, hold academics accountable for what they do, and provide a merit-based system for careers. However, in Spain, there is doubt that these objectives are being achieved. In our study, nineteen academics were interviewed about these issues. The majority felt that the evaluation systems were not fit for purpose and because of endogamy, academic merit was not the sole measure of a successful academic career. These outcomes have significant implications for quality and standards in this higher education system and we will argue that both issues need to be dealt with in a broader conversation about quality and the purposes of a university education.
DOI: 10.6084/m9.figshare.25612057.v1
title: The impact of evaluation and accountability on academic careers

description: This article examines the work experiences of academics in Spanish universities with respect to how individuals are affected by the complex requirements of neoliberal compliance and a culture of endogamy, often referred to as ‘academic inbreeding’. The need to evaluate and be accountable for most aspects of academic work is relatively new in Spain and presently poorly understood. Compliance systems are usually introduced to enhance the quality of work, hold academics accountable for what they do, and provide a merit-based system for careers. However, in Spain, there is doubt that these objectives are being achieved. In our study, nineteen academics were interviewed about these issues. The majority felt that the evaluation systems were not fit for purpose and because of endogamy, academic merit was not the sole measure of a successful academic career. These outcomes have significant implications for quality and standards in this higher education system and we will argue that both issues need to be dealt with in a broader conversation about quality and the purposes of a university education.
DOI: 10.6084/m9.figshare.26319511
title: The black box revelation of instructional practices: a mixed study of the transition to HE

description: Instructional practices (IP) could be an important lever for student’s adjustment to the first year at the university. Yet, the role of teaching practices is overlooked in the literature about students’ transition to Higher Education (HE). To overcome this limitation, the current study proposes to analyse the link between teaching practices and student achievement controlling for individual variables. More precisely, multi-level analyses were carried out on 932 students scattered on 18 different courses from five universities. Instructional practices were measured through teachers’ self-reported questionnaires. The main results highlighted the significant link between instructional support or consideration for students’ perspectives and student academic achievement. Moreover, eight focus groups were carried out with students to understand more deeply the role of the teacher in their adjustment to HE. Five major themes emerged from the data: Non-verbal attitudes, Teacher’s flexibility and structure, interactive and entertaining lessons and clear and consistent expectations. These results provided several guidelines to improve IP to ease students’ transition process to HE.
DOI: 10.6084/m9.figshare.26319511.v1
title: The black box revelation of instructional practices: a mixed study of the transition to HE

description: Instructional practices (IP) could be an important lever for student’s adjustment to the first year at the university. Yet, the role of teaching practices is overlooked in the literature about students’ transition to Higher Education (HE). To overcome this limitation, the current study proposes to analyse the link between teaching practices and student achievement controlling for individual variables. More precisely, multi-level analyses were carried out on 932 students scattered on 18 different courses from five universities. Instructional practices were measured through teachers’ self-reported questionnaires. The main results highlighted the significant link between instructional support or consideration for students’ perspectives and student academic achievement. Moreover, eight focus groups were carried out with students to understand more deeply the role of the teacher in their adjustment to HE. Five major themes emerged from the data: Non-verbal attitudes, Teacher’s flexibility and structure, interactive and entertaining lessons and clear and consistent expectations. These results provided several guidelines to improve IP to ease students’ transition process to HE.
DOI: 10.6084/m9.figshare.26157943.v1
title: Finding your feet in the dark: how making teaching and learning visible enables change in course and assessment design

description: When higher education instructors introduce changes in teaching and assessment strategies to meet either personal or institutional goals, they often navigate practical and political challenges alone. This study investigates the perspectives of Norwegian university instructors in their effort to replace lectures and exams with a series of problem-solving activities and assessment for learning strategies in an undergraduate science course. Using grounded theory, we analysed 11 interviews with 7 instructional staff involved in two offerings of the course. Our findings show how instructors took specific measures to bridge gaps in expectations about learning with students and to address misconceptions, teaching conventions, and bureaucratic barriers that hinder the development of more meaningful learning and assessment experiences. Instructors found some success in making teaching and learning visible to students. However, they did not have similarly effective strategies for making their teaching practices clear to peers (academic and professional staff). We argue that these processes of making teaching and learning visible, as well as intelligible within institutions, is a crucial part of course design and warrants inclusion in institutional curriculum guidelines. We discuss the need for structural change in how educational reforms are enacted so lasting cultural changes can be achieved.
DOI: 10.15468/dl.32ed64
title: Occurrence Download

description: A dataset listing the 2844 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((147.93868 -10.04074,146.0848 -8.00389,144.00538 -7.42945,142.54964 -9.36901,144.83867 -9.65848,147.93868 -10.04074))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 2844 records were derived from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007561-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdz6au
title: Occurrence Download

description: A dataset containing 932 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 Cylindera unipunctata (Fabricius, 1775)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 932 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007577-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15465465
title: Gebelikte cinsel mitler ve cinsel yaşam kalitesinin korelasyonel etkisi
DOI: 10.5281/zenodo.15465466
title: Gebelikte cinsel mitler ve cinsel yaşam kalitesinin korelasyonel etkisi
DOI: 10.15468/dl.9qt3d7
title: Occurrence Download

description: A dataset containing 736 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Spizaetus melanoleucus (Vieillot, 1816))"
 ]
}

 The dataset includes 736 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007579-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hthzn5
title: Occurrence Download

description: A dataset listing the 1841 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((146.00855 -8.07722,145.8158 -9.58598,147.69536 -9.91078,146.00855 -8.07722))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 1841 records were derived from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007567-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.927ayk
title: Occurrence Download

description: A dataset containing 3 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 Loxandrus vulneratus Casey, 1918",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007580-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwp7ex
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bambusa textilis McClure"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007581-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxrbzu
title: Occurrence Download

description: A dataset containing 21898 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FBIP:ELM: Malacology Collections"
 ]
}

 The dataset includes 21898 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007582-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6yhd9
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-109.9288 22.8806,-109.90489 22.8806,-109.90489 22.89509,-109.9288 22.89509,-109.9288 22.8806))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007585-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r59aw2
title: Occurrence Download

description: A dataset containing 6 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 Brachinus perplexus Dejean, 1831",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007584-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxkgz5
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.10.88_2",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007583-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm476t
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clathrus argentinus L.S.Domínguez"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007586-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7488/ds/7705
title: Global English-language Corpus of Humanitarian News

description: A document-feature matrix (DFM) with word frequencies of 1,118,397 news articles that mention the term "humanitarian*" published in English language media between January 1, 2010 and 15 August, 2020. Features in the DFM have not been lowercased, but the following elements have been removed: punctuation, symbols, numbers, separators, commonly used stopwords and words with two or fewer characters. To remove stopwords,Porter's Snowball list of 175 common English-language words was used. The DFM includes 79,229 features. For each news article in the DFM, the following metadata are included: news organisation where it was published (news_source_name), country of the news organisation in ISO-3 format (country_iso3), continent of the news organisation in ISO-2 format (continent_iso2), reach of the news organisation (media_reach) and publication date in YYYYMMDD format (publication_date). The file format is RDS, which needs to be read using the R programming language. It includes one single object called humanitarian_dfm, which has been created using R's quanteda package. This object can be easily converted to other formats commonly used for text mining, NLP and computational text analysis using quanteda's "convert" function.
description: A description of the process used to collect data to build this dataset can be found in the same collection as this file (SummaryDataRetrieval.docx). We also provide a codebook for the variables included as metadata (Codebook.docx) and a spreadsheet with additional metadata at the level of each news organisation (FullCorpusMetadata.xlsx).
DOI: 10.7488/ds/7707
title: Corpus metadata

description: This spreadsheet contains details of every media outlet we included. It also includes where their content was sourced from; which country and continent they were based in; and their 'reach' (e.g. national or international). In addition, it includes the kind of media sampled (e.g. print, broadcast, online); and the media type (e.g. newspaper, website). These codes were checked by two coders on all occasions. Details of the codes used can be found in the file marked 'codebook'.
description: This item should be cross-referenced to the codebook (codebook.docx), so that readers understand the codes used.
DOI: 10.7488/ds/7805
title: Supplementary material: Document similarity analysis

description: These files contain supplementary data generated in response to peer review. Peer reviewers requested that we compare online and other kinds of journalistic content, to see if there were any differences in the extent to which digital media related to the emergency imaginary. K-means clustering indicated that there seemed to be a closer relationship between digital media and the emergency imaginary, so we sought to explore why this might be. One hypothesis, drawn from previous research, was that "emergency" reporting was informed by a group of major 'Western' wire agencies, known for their "on the spot" reporting - Agence France Presse, Associated Press, and Thomson Reuters. However, since that research was conducted, other non-Western agencies, such as Xinhua and Interfax, have grown considerably. So, we divided our original corpus of news texts into digital and non-digital content per country, and conducted document similarity tests between these corpora and the copy produced by a selection of wire agencies. The file “similarity_analysis.xlsx” shows the results of that analysis. The variable “to.Vprop” is the measure of document similarity, as indicated by the RNewsflow package. It is the percentage of media items in our corpus from a given country/type of media that were very similar or identical to previously published copy from one of our selected wire agencies. In the written article, we mapped out which wire agencies were dominant in the media content disseminated by outlets in specific countries. In file “all_similarities.xlsx” we present the results of the same analysis for all news sources in the sub-corpus. It includes 245 sources from 20 countries. For each news source, the variable “to.Vprop” measures the percentage of articles in the “from” column that are identical or highly similar to those in the column “to.” Finally, the file “sources_corpus.xlsx” contains details of the sources we used for this analysis, which country they were from, how we classified them (digital/not digital) and how many media items were included in this analysis.
DOI: 10.7488/ds/7880
title: Keywords voted on by expert panel

description: To identify suitable keywords relating to the interpretative frame of the 'emergency imaginary', the lead author conducted a content analysis of Craig Calhoun's work on the subject. She drew up a list of most frequently mentioned words relating to three key aspects of this interpretative frame: the definition of problem (listed in Table 1), the imperative to act swiftly (listed in Table 2) and the recommended treatment to address the problem (listed in Table 3). Next, we approached five experts, who have published extensively on humanitarian communication (Lilie Chouliaraki, Glenda Cooper, Simon Cottle, Jonathan Corpus Ong, and Matthew Powers). We asked these scholars to select and rank the words from each list that they thought were most relevant for each dimension of the emergency imaginary .This took place in 2022. The keywords chosen by the panel in relation to each dimension were: ? The problem: "crisis", "disaster" ? The imperative to act swiftly: "now", "sudden", "urgent". ? Recommended treatment: "help", "rescue", "save". These keywords were then used to engage in a la carte (ALC) word embedding. Specifically, we generated country-level estimates of closeness between the word "humanitarian*" and the different dimensions of the emergency imaginary. For each dimension, we computed how "close" (measured in cosine similarity) the keywords were to the word "humanitarian*."
description: Word document
DOI: 10.15468/dl.c5f8k8
title: Occurrence Download

description: A dataset containing 126259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Myrsine L."
 ]
}

 The dataset includes 126259 records from 819 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007576-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nsaj6
title: Occurrence Download

description: A dataset containing 967819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is one of (Great Backyard Bird Count, iNaturalist Research-grade Observations, USGS PWRC - Bird Phenology Program, Mohonk Preserve Historical Observational Biodiversity Data, Hawk Migration Association of North America - HawkCount, Mohonk Preserve Historical Observational Index Card Natural History Data, Marsh Monitoring Program - Birds, CUMV Bird Collection, NYSM Birds)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is New York",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 967819 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007578-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hr9aa2
title: Occurrence Download

description: A dataset containing 20588 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FBIP:IZIKO-UCT:Historical Invertebrates (1930-1980)"
 ]
}

 The dataset includes 20588 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007587-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2hjae
title: Occurrence Download

description: A dataset containing 21 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 Oodes brevis Lindroth, 1957",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007588-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvpxuc
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Myrtella F.Muell."
 ]
}

 The dataset includes 141 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007592-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15465368
title: Paddy Disease w/ Non Rice Feature

description: Paddy Diseases with added feature of Non Rice. Dataset consists sheath blight disease, rice blast disease, healthy rice, and Non rice
DOI: 10.5281/zenodo.15465369
title: Paddy Disease w/ Non Rice Feature

description: Paddy Diseases with added feature of Non Rice. Dataset consists sheath blight disease, rice blast disease, healthy rice, and Non rice