Find research datasets worth reusing

opencc-by-4.0Feb 2023View details →

Dataset for the workshop paper titled "Automating GUI-based Software Testing with GPT-3" published at AIST 2023

The training dataset for the research paper "Automating GUI-based Software Testing with GPT-3" presented at the 3rd International Workshop on Artificial Intelligence in Software Testing (AIST 2023), which was a part of the 16th IEEE International Conference on Software Testing, Verification and Validation (ICST 2023). The dataset contains prompt completion pairs acquired through user interaction with the software and was used to fine-tune the GPT-3 model. The dataset is in the .jsonl format specified by OpenAI.

opencc-by-4.0Sep 2022View details →

Are there good ethical reasons why for profit publishers should no longer exist under the conditions of digital infrastructures? And what does this have to do with ethics as a reflexive discipline?

Talk at the <a href="https://www.digital-philosophy.org/">Philosophy [in:of:for:and] Digital Knowledge Infrastructures</a> online workshop (08/09/2022).

Source Data for Published Study "Are changes in nociceptive withdrawal reflex magnitude a viable central sensitization proxy? Implications of a replication attempt"

Upload version NWR_v01_20230409 Authors: Alexandros Guekos, Alince Catrine Grata, Michèle Hubli, Martin Schubert, and Petra Schweinhardt The present data was collected from August to October 2019 as part of a replication attempt of a previously published study (Ellrich, J., and R-D. Treede. "Convergence of nociceptive and non-nociceptive inputs onto spinal reflex pathways to the tibialis anterior muscle in humans." Acta physiologica scandinavica 163.4 (1998): 391-401, https://doi.org/10.1046/j.1365-201X.1998.t01-1-00392.x).  The results of the replication study have been published under open access (Guekos, A., et al. "Are changes in nociceptive withdrawal reflex magnitude a viable central sensitization proxy? Implications of a replication attempt" Clinical Neurophysiology 145 (2023): 139-150, https://doi.org/10.1016/j.clinph.2022.09.011). Details of the paradigm, the experimental setup, and the analysis can be found there. In brief, 16 healthy adults (8 men and 8 women) underwent a single experimental session during which a tonic heat stimulus was applied on one leg to the foot sole and on the other to the calf muscle. Both legs were tested consecutively in pseudorandom order. Concurrently, subjects received transcutaneous electrical stimuli to elicit the nociceptive withdrawal reflex (NWR). The muscle responses were recorded via surface electromyography (sEMG) from the biceps femoris (BF), rectus femoris (RF), and tibialis anterior (TA). The protocol consisisted of eight blocks per leg. During the first two blocks no temperature stimulation was applied. These two blocks served to identify the NWR threshold at the BF. For threshold determination, a single ascending staircase with either single electrical stimulations or triplets (at 2Hz) were used. From the triplets, only the muscle response to the third stimulation was analysed. The higher of the two obtained currents was used as the threshold. The following six blocks used six different temperatures (one per block) of 32, 36, 39, 42, 45 and 46 centigrade. During each block eight transcutaneous electrical stimuli were applied, either to the medial plantar nerve (MP) on the foot sole or to the retromalleolar pathway of the sural nerve (SU). The stimulations increased from -4 mA w.r.t. threshold to 200% threhold. Participants verbally rated perceived pain for every stimulation during these six blocks. Every electrical stimulation consisted of a train of five rectangular stimuli of 1 ms duration delivered at 200 Hz. Muscle responses were recorded from 120 pre- to 380 ms post-stimulation. The recorded sEMG signals were sampled at 48 kHz and downsampled to 6 kHz, rectified, band-pass filtered from 10 Hz to 500 Hz and amplified up to 125 times. Between 120 ms pre- and 380 ms post-stimulation, traces for all applied stimulations were automatically saved into separate txt files. Please consult the README.txt file for details on the structure of the uploaded data and for information w.r.t. potential instances of incompleteness or unusability. The study was funded by the Swiss National Science Foundation as part of a grant to PS (grant number 320030_179191/1).

Governing Scholar-Led OA Book Publishers: Interviews with Presses

This is a set of interviews conducted by Dr. Judith Fathallah in the context of the 2023 research report "Governing Scholar-Led OA Book Publishers: Values, Practices, Barriers", with the kind assistance of the following interviewees: <ul> <li> François van Schalkwyk, Director of African Minds </li> <li> Joe Deville, Co-Founder of Mattering Press </li> <li> Jeff Pooley, Director of mediastudies.press </li> <li> Mercedes Bunz, Co-Founder of meson press </li> <li> Alessandra Tosi, Co-Director of Open Book Publishers </li> <li> Eileen Joy, Co-Director of punctum books. </li> </ul>

FIG. 1 in Ericaria giacconei sp. nov. (Sargassaceae, Fucophyceae), the species to which the invalidly published Cystoseira hyblaea Giaccone should be referred

FIG. 1. — Distribution of Ericaria giacconei sp. nov. white circles indicate stations in which the species was previously recorded as Cystoseira hyblaea Giaccone. The white triangle shows the type locality.

FIG. 5 in Ericaria giacconei sp. nov. (Sargassaceae, Fucophyceae), the species to which the invalidly published Cystoseira hyblaea Giaccone should be referred

FIG. 5. — Ericaria giacconei sp. nov. and Sabellaria alveolata (Linnaeus, 1767) from "Porto Palo di Capo Passero" (Sicily): A, overview of the bottom covered by a E. giacconei and S. alveolata biocostructions; B, A thallus of E. giacconei encircled by S. alveolata.

FIG. 3 in Ericaria giacconei sp. nov. (Sargassaceae, Fucophyceae), the species to which the invalidly published Cystoseira hyblaea Giaccone should be referred

FIG. 3. — Ericaria giacconei sp. nov., holotype: CAT 2716, 11.I.2020, Contrada Guardiana (36°39'03"N, 15°04'37"E), Porto Palo di Capo Passero (Straits of Sicily, Italy), 0.50 m depth: A, habit; B, detail of basal crust; C, detail of apex of cauloid. Scale bars: A, 2 cm; B, C, 1 cm.

FIG. 4 in Ericaria giacconei sp. nov. (Sargassaceae, Fucophyceae), the species to which the invalidly published Cystoseira hyblaea Giaccone should be referred

FIG. 4. — Ericaria giacconei sp. nov., holotype: CAT 2716: A, cross section showing a medulla formed by small rounded cells, a cortex made of roundish cells with thin walls and a meristoderm formed by a layer of rectangular cells twice longer than wide; B, mature receptacles terminal, with deciduous spinous appendages, conceptacles located at the base of spinous deciduous appendages; C, cross section showing a conceptacle with oogonia occupying the floor of the conceptacle and antheridia forming a ring above them; D, detail of antheridia on branched hairs. Scale bars: A, D, 50 µm; B, 0.5 cm; C, 100 µm.

FIG. 2 in Ericaria giacconei sp. nov. (Sargassaceae, Fucophyceae), the species to which the invalidly published Cystoseira hyblaea Giaccone should be referred

FIG. 2. — Ericaria giacconei sp. nov.: Giaccone's specimen labelled as Cystoseira hyblaea Giaccone (CAT 74, preserved in glycerine) showing primary branches with a cupressoid outline. Scale bar: 2 cm.

FIG. 1 in Notes on the typification of fourteen names published by A.R. Franchet in Saussurea DC. (Asteraceae)

FIG. 1. — Portrait of A. R. Franchet (Photo from P herbarium library, Muséum national d'Histoire naturelle).

Project Gutenberg Self-Publishing Press: Portuguese Books

A collection of 40 books written in Portuguese and published at <a href="http://self.gutenberg.org/">Project Gutenberg Self-Publishing - eBooks | Read eBooks online | Free eBooks</a>. <ul> <li>The gutenberg_selfpub_tagged.vrt file contains all the books. The texts were tagged using Spacy large trained model for Portuguese (<a href="https://spacy.io/models/pt">https://spacy.io/models/pt</a>)</li> <li>The corpus metadata is listed in gutenberg_selfpub_metadata.tsv</li> <li>gutenberg_selfpub_xml_untagged.zip contains all the untagged texts.</li> </ul> The XML files contain the following tags and attributes: <ul> <li>chapter: n</li> <li>dedication</li> <li>text:id</li> <li>title</li> <li>author</li> <li>subtitle</li> <li>part: n</li> <li>acknowledge</li> <li>summary: lang</li> <li>publisher</li> <li>short: n</li> <li>biography</li> </ul>

List of multinational publishers of serial publications established by the ISSN Network (PDF format)

The ISSN International Centre and the ISSN Network of nearly 100 national centres around the world are authorized by the International Organization for Standardization (ISO) to implement serial identification according to the terms of ISO3297:2022 standard. The ISSN Network serves publishers who wish to uniquely identify their serial publications. These publishers contact the National Centres of the countries where they are located. When there is no national centre, they contact the ISSN International Centre. The place of publication determines the ISSN Centre responsible for identification. However, when a publisher operates in several countries, an agreement may be reached between this multinational publisher and the involved ISSN Centres so that all requests for identification are handled by one centre. The following list identifies more than 300 multinational publishers. These publishers have been identified through the ISSN Portal (https://portal.issn.org) data. The ISSN International Centre works with the National Centres on this list of publishers to determine their responsibility for identifying the publications of these publishers. The list also contains information on the names by which these publishers are known and a mapping of links between publishers. It also contains a link to the ISNI and VIAF databases in which these publishers are also recorded. This data is managed by the ISSN Network in an internal wiki that will be updated regularly. The ISSN Network makes this list available to the publishing community and to librarians. They can contact the ISSN International Centre to share comments (additions, modifications, deletions) on this list which will be published quarterly.

Dataset associated with publication "Direct observation of coherence transfer and rotational-to-vibrational energy exchange in optically centrifuged CO2 super-rotors" to be published in Nature Communications

This dataset contains all data to compose figures in the associated manuscript.  Some of the images are presented in MatLab .mat files.  If a different format is needed, please contact the corresponding author.

Interviews on the future of digital editing and publishing

Transcriptions of 46 interviews with theorists and practitioners in the field of digital scholarly editing on topics relating to the future of digital scholarly editions

Datasets for "Update on our action plan for equity, inclusion, and diversity in publishing at JGR: Biogeosciences"

Datasets supporting "Update on our action plan for equity, inclusion, and diversity in publishing at JGR: Biogeosciences." These files provide summary data on submissions to AGU journals between 2018 and 2022. They also include decision data for manuscripts submitted to AGU journals with a decision made between 2018 and 2021. Summary data are presented in compliance with AGU's Privacy Policy, https://www.agu.org/Privacy-Policy

opencc-by-4.0Jun 2023View details →

Nanomaterial genotoxicity evaluation using the high-throughput p53-binding protein 1 (53BP1) assay - data from the article published in PlosOne

Data that have been used in the manuscript "Nanomaterial genotoxicity evaluation using the high-throughput p53-binding protein 1 (53BP1) assay" by M. Fontaine et al., published in PlosOne in 2023.

otoole et al (2023) apobec3 published data

Contents Data - 3 XML files (epoch model, exponential model and skygrid model with 2 APOBEC3 partitions defined). - 4 phylogenies (B.1 and Clade IIb, Clade I and Clade IIa, outgroup pruned) - 4 state reconstruction files (B.1 and Clade IIb, Clade I and Clade IIa) - 4 branch SNP reconstruction files  (B.1 and Clade IIb, Clade I and Clade IIa) - 4 amino acid reconstruction files (B.1 and Clade IIb, Clade I and Clade IIa) - 4 snp count files (B.1 and Clade IIb, Clade I and Clade IIa)  - 2 heptamer count files for Clade IIb (internal and all branches) - 4 root-to-tip data files (B.1 and Clade IIb, Clade I and Clade IIa) - 1 mutation count file including data from Clade IIb and B.1 Scripts - all_in_one notebook (notebook of most work from the paper- reconstructs the branch snps from the state files, generates tree figures, calculates amino acid information, calculates root-to-tip data for regression, code for generating figures present in the manuscript, sliding window calculations) - analysis_until_roottotip (stand alone notebook to get root-to-tip data) - cleaner_apobec_work (earlier version of analysis, including sankey diagram code) - get_ml_tree_with_reconstruction (shell commands for aligning, generating ml tree, reconstructing states and pruning off outgroup) - make_partitions (extraction of code for generating the two partitions of the alignment, apobec3 and non-apobec3) - roottotip.R (regression analysis using roottotip data) - synonprob.R (probability of getting x synonymous mutations given the data)

Supplementary materials for "Spanish lower and upper bounded change of state verbs: Focusing on transitive experiencer object verbs", published in Linguistics: An Interdisciplinary Journal of the Language Sciences

Supplementary files are as follows: <ul> <li>R-code_Scalarity.Rmd contains the R-code in a markdown version of the statistical analysis of the study.</li> <li>R-code_Scalarity.html displays the R-code_Scalarity.Rmd in an html format.</li> <li>Results_Scalarity.csv contains the data of the study.</li> </ul> For more details on the description of the data, see the publication: "Spanish lower and upper bounded change of state verbs: Focusing on transitive experiencer object verbs", Linguistics.

Published articles on gender in cultural and creative sectors

Results from the analysis of 6.631 scientific articles on Gender in Cultural and Creative Sectors (CCS) retrieved from Web of Science and dating between 1958 and 2022. The largest number of publications have their focus on the audio-visual and multimedia industry (37,08%), followed by performing arts (20,48%), book and press (17,80%) and visual arts (9,35%). In other CCS, the share of publications ranges between 5,35% (advertising) and 0,41% (arts and crafts). Therefore, there is an evident need to foster research on the women's role in particular domains of the CCS, such as heritage, library, archives, architecture and, especially, arts and crafts. Additionally, the role of women is less emphasized in the preservation and conservation stage of the CCS value chain (for almost all the domains), in the management and regulation stage (for visual and performing arts) and in the creation stage (in the audio-visual and multimedia sector). A guide on Gender integration Cultural statistics can be retrieved at this URL: https://www.mesoc-project.eu/resources/gender-and-cultural-and-creative-sector-guide-gender-integration-cultural-statistics

The need to develop tailored tools for improving the quality of thematic bibliometric analyses: Evidence from papers published in Sustainability and Scientometrics (Dataset)

This dataset contains the data used to completed the article under peer review: References: Cabezas, A.; Milanés, Y.;Alba, R.; Delgado, A.M. (2023). The need to develop tailored tools for improving the quality of thematic bibliometric analyses: Evidence from papers published in Sustainability and Scientometrics. (Article under peer review) Institutions: Spain (Universidad Internacional de La Rioja, Universidad Pablo de Olavide, Hospital Universitario Virgen de las Nieves)