cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/szh628kv3g
title: Generation of the Clebsch-Gordan coefficients for Sn

description: Title of program: SYMOR Catalogue Id: ACYH_v1_0 Nature of problem The Clebsch-Gordan coefficients of the symmetric group obey certain orthonormality conditions. This program checks to see that the coefficients computed do actually obey to these conditions. The deviation from exact orthonormality also provides a useful estimate of the accuracy of the calculation and the precision of the coefficients. Note that the calculational procedure of SYMCGM does not force orthonormality, except to some extent, for multiplicity greater than one, for ro (=1). Versions of this program held in the CPC repository in Mendeley Data acyh_v1_0; SYMOR; 10.1016/0010-4655(78)90087-5 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/4ysw32c9fy
title: WEEE recycling patents' dataset

description: The patent dataset analyzed is based on search criteria dealing with WEEE recycling, namely focusing on battery recycling, while a ‘control’ sample is produced where the patent data concern a more generical recycling technical context. Such differentiation is essentially achieved by two different selections from the EPO database Patstat (Spring 2022 ed.), each patent search being based on IPC/CPC classification codes selected from a pool of “green” classification codes. While the dataset regarding the batteries is defined by any of the IPC/CPC H01M6/52 or the IPC/CPC H01M10/54 or the CPC Y02W30/84 individually taken or combined together, documents of the ‘control’ should not be assigned with any of the classification codes defining the batteries recycling. The first step of the patent analysis is focusing on applications including either national authorities or supranational authorities, such as the EPO or the WIPO (both addressed through harmonized filing procedures) to evaluate meaningful trends of patent applications filed starting from yr. 1980 to yr. 2022. Such trends can also be assessed in order to normalize the amount of filing events, i.e. by comparing, for each of the most representative patent authorities, the trend of WEEE specific applications with the trend resulting from the combination of the WEEE applications plus the amount of the applications belonging to the respective control sample, for each trend being the applications filed to the same patent authority. A subsequent step entails assessments based on the EPO definition of simple patent families. Essentially, the same strategy has been adopted for both the ‘WEEE/RAEE’ patent families and the ‘control’. The assessment in each case deals with the analysis of the patent families based on the ranking of IPC and CPC codes, respectively, to highlight those most frequently assigned in the field of batteries recycling. Subsequently, qualitative and quantitative information is provided about the most frequently addressed patent authorities, the most representative players and their affiliation, the patent family dimensions, the forward citations (in terms of number of citing families and national/supranational authorities) for each patent family of the dataset. Eventually a ‘proof of concept’ analytic approach deals with the focusing on the filing strategy of the top players.
The same analytic approach could be used in case other kinds of electronic waste recycling should be of interest, for example not focusing on batteries. To such aim, the CPC Y02W30/82 classification code, initially present in several patent documents included in the ‘control’ sample if focusing on the batteries recycling, should be then omitted from the control dataset and be replaced with the IPC/CPC classification codes specific for the batteries recycling. Therefore, the CPC Y02W30/82 could define a new dataset, namely that one specifically regarding the WEEE (non-batteries) recycling.
DOI: 10.17632/bjxjp2s5vj
title: Lesions in the oral mucosa and/or alterations in the non-pathological conditions of the oral cavity in patients who smoke electronic cigarettes (Vape)

description: Background: Electronic cigarettes are associated with smoking cessation, these are currently more preferred and are being studied for their possible effects on the oral cavity and other systems of the human body. 
Objetive: The aims of this study is to analyze lesions in the oral mucosa and/or alterations in the non-pathological conditions of the oral cavity in patients who smoke electronic cigarettes (Vape). 
Methodology: In this analytical observational study, 70 participants were evaluated at the Dr. René Puig Benz clinic, Dominican Republic. These were divided into two groups: cigarette smokers electronic and non-smokers, to later be compared. A personal data questionnaire was applied, an extra and intraoral clinical examination was carried out, and smokers were inquired about the consumption of electronic cigarettes and nicotine dependence was measured through the Fagerström test, the data were analyzed with the package statistical SPSS, version 23. 
Results: The age range of those evaluated was between 18 and 38 years. In the group male smoker showed 77% and a statistically significant difference between sex and type of lesion in the oral mucosa (p=0.035), where melanosis prevailed and frictional hyperkeratosis. An association was found between nicotine concentration exposure and oral mucosal lesions (p=0.017). 
Conclusion: No statistically significant differences were found according to the type of injury and non-pathological conditions in relation to the groups, nor to dependence. It is necessary to carry out longitudinal studies to follow up the relationship of exposure and effects of the use of these devices in the oral cavity. Interested conflict: not declared.
DOI: 10.6084/m9.figshare.17268173.v1
title: How to deposit a file in repositories?

description: pags
DOI: 10.6084/m9.figshare.4906745.v1
title: Reproducible results for: Evidence for widespread dysregulation of circadian clock progression in human cancer

description: The zip file contains all code, data, results, and figures.<br>The tar file is a docker image that was generated from "Dockerfile" (see the log file) and contains the entire computing environment to reproduce the analysis. Load the image and start the container using the following commands:$ docker load &lt; circadian_clock_cancer.tar$ docker run -it circadian_clock_cancer
DOI: 10.17632/b243r463d2
title: Dataset: Detecting leaf-cutting ants through computer vision in vineyards

description: Between 20% and 40% of global agricultural production is lost annually due to pests, generating significant economic impacts—estimated at 70 billion USD from invasive insects alone—according to the Food and Agriculture Organization of the United Nations (FAO). In addition, the expected rise in average global temperature is likely to increase the destructive potential of leaf-cutting ants [1], reinforcing the need for sustainable pest management strategies in modern agriculture. In this context, the present dataset aims to support the identification and geolocation of leaf-cutting ants and their foraging trails. The provided images and ground truth data were generated through the use of agricultural machinery equipped with cameras, combined with image preprocessing techniques to detect ants and their trails in real-world conditions. Data collection was conducted in a vineyard located in Uruguay, providing a valuable real-world case study to advance the Technology Readiness Level (TRL) of AI-based solutions aimed at supporting Smart Agriculture practices.
DOI: 10.17632/vsn37ps3rx
title: KUET Bangla Emotional Speech (KBES) Dataset

description: KBES: A Dataset for Realistic Bangla Speech Emotion Recognition with Intensity Level
DOI: 10.17632/x9m7bdncps
title: Data for Room for sustainability: On the relationship between ESG performance and corporate value creation

description: This dataset contains market data and ESG information for all firms traded on the U.S., Chinese, Eurozone and Japanese equity markets for which the Refinitiv ESG Company Scores are available. The sample includes 5,619 companies covering most of the sectors traded on the those markets, where 3,180 firms are listed in the U.S., 922 in China, 1,049 in the Eurozone, and 468 in Japan. The dataset also contains exchange rates and the consumer price index for the U.S. as provided by the OECD, as well as the risk-free rate provided by Kenneth R. French on his website.
DOI: 10.6084/m9.figshare.28093940.v2
title: Supplementary_Materials

description: This research is part of digital trust research for supply chain 4.0.
DOI: 10.17632/6ps7gtp2wg
title: Spoiled and fresh fruit inspection dataset

description: The design of quality control systems in food has become an essential element in research to ensure a state suitable for consumption. It is necessary to develop automatic and efficient systems that can verify their condition before distribution. The proposed dataset can be used with a deep learning-based algorithm for the identification of the fruits and the state in which they are. The data set has 8 different fruits: -banana -lemon -lulo -mango -orange -strawberry -tamarillo -tomato. Two thousand images of each one of the types of fruits are acquired for a total of 16000 samples. Half of them correspond to fresh fruits and the other half to non-fresh or spoiled fruits. For the acquisition of the dataset, changing of backgrounds, rotation of the fruits, distance of capture, and light variations were made, in order to make it robust.
DOI: 10.17632/n33kky5dww
title: Increase in colonic PRopionate as a method of prEVENTing weight gain in young adults: IPREVENT Clinical Trial Statistical Analysis Plan

description: Statistical analysis plan for the IPREVENT Trial.
DOI: 10.6084/m9.figshare.20791696.v1
title: linguistics_datasets

description: This item includes four linguistic datasets in the form of .xlsx files, which all follow the same tab structure: <br> <strong>glottodata </strong> contains the linguistic data. Rows are languages identified with a glottocode (www.glottolog.org), columns are linguistic features. <br> <strong>structure </strong> contains a list of features taken into consideration for a particular analysis, as well as their weight and type, with optionally further attributes. <br> <strong>description</strong> contains a text description or all variables and their possible values, as well as further info (e.g. what the design was based on, further remarks, etc.) <br> <strong>references</strong> contains the references to the sources and page number for each datapoint. <br> <strong>sample</strong> contains the sample of languages taken into consideration for a particular analysis. <br> <strong>readme</strong> contains contact and citation information <br> <strong>lookup</strong> defines the types of data <br> The four datasets differ in their structure and sample tabs. <br> <strong>ling_nc_all </strong> contains the full range of variables, but the samples tab lacks control languages <br> <strong>ling_nc_phon</strong> contains a selection of variables pertaining to phonology, and the samples tab lacks control languages <br> <strong>ling_nc_ms</strong> contains a selection of variables pertaining to morphosyntax, and the samples tab lacks control languages <br> <strong>ling_c_all</strong> contains the full range of variables, and the samples tab includes control languages
DOI: 10.6084/m9.figshare.5241460.v1
title: Erratum: Acid-Base and Electrolyte Abnormalities during Renal Support for Acute Kidney Injury: Recognition and Management

description: Acute kidney injury (AKI) is associated with electrolyte and acid-base disturbances such as hyperkalemia, metabolic acidosis, hypocalcemia and hyperphosphatemia. The initiation of dialysis in AKI can efficiently treat these complications. The choice of dialysis modality can be made based on their operational characteristics to tailor the therapy according to the clinical scenario. Each dialysis modality can also trigger significant electrolyte and acid-base disorders, such as hypokalemia, hypophosphatemia and metabolic alkalosis, which may direct changes in fluid delivery and composition. Continuous techniques may be particularly useful in these situations as they allow more time for correction and to maintain balance. This review provides an overview of the electrolyte and acid-base disturbances occurring in AKI and after the initiation of dialysis and discusses therapeutic options in this setting.
DOI: 10.17632/848xf2j4jv
title: Replication Information for The Value of Privacy and the Choice of Limited Partners by Venture Capitalists

description: Replication package for paper The Value of Privacy and the Choice of Limited Partners by Venture Capitalists.
DOI: 10.17632/dmd5dc8ymr
title: Appendix A and B for: From ecological opportunism to multi-cropping: mapping food globalisation in prehistory

description: Appendix A. Supplementary Table S1 Appendix B. Supplementary References
DOI: 10.6084/m9.figshare.25572387.v1
title: statistical data

description: We recruited 414 college students to participate in the experiment. Through the experiment, we collected their visual data and arranged them according to different visual indicators. Then we process our data through qualitative and quantitative analysis to get the final result.
DOI: 10.17632/ckwkh8vz62
title: Generating large prime numbers via The Goldbach Conjecture and The Symmetry of Prime Pairs around any integer

description: This paper presents a new approach, supported by two new algorithms for efficient prime 
number generation based on The Goldbach Conjecture and its relation to arithmetic symmetry. 
The algorithms use the assumption, derived from the conjecture, that around every number there 
exists at least one symmetric pair of prime numbers, which significantly reduces the number of 
candidates for testing. Even without a full proof of the conjecture, its partial validity (e.g., 90% 
or 50%) is sufficient for a simplified and accelerated generation process. We demonstrate the 
effectiveness of the method by generating 30 prime numbers with 200–300 digits in minutes 
using a fast search procedure.
DOI: 10.17632/xb39kmybzn
title: "Parp1 promotes sleep, which enhances DNA repair in neurons", Study of Zada et al. 2021

description: This data is the original raw data for immunoblots, comet assays and imaging of all the results appear in the manuscript. The analysis was performed as mention in the methods section.
DOI: 10.17632/3kmz38hxhp
title: Optimizing heavy metal phytoextraction in king grass through Serendipita indica symbiosis: insights into core root exudates and GABA signaling in rhizoremediation

description: This study investigated the symbiosis between Serendipita indica (SI) and king grass (KG) to optimize the phytoextraction of cadmium (Cd) and chromium (Cr) from contaminated agriculture soils, focusing on root exudate profile dynamics and GABA signaling in rhizoremediation. We examined the mechanisms linking heavy metals (HMs), microbial symbiosis, and root exudates in the rhizosphere during remediation. First, SI promoted plant growth, increasing biomass by 10.2%–17.7% and significantly enhancing fine root development. It also boosted antioxidant enzyme activities (SOD, APX, GR) by 11.5%, 27.7%, and 15.0%, respectively, while reducing MDA and H2O2 levels, thereby alleviating HMs-induced stress. Root uptake of Cd and Cr increased by 23.2%–30.0% and 20.8%–30.0%, respectively, while soil Cd and Cr removal increased by 27.5% and 28.7%. Second, under Cd/Cr stress, SI increased root vigor and regulated root exudates by KG, upregulating IAA, betaine, ascorbic acid, riboflavin, and notably γ-aminobutyric acid (GABA), which increased 4.0–14.0–fold, reaching 19.2 mmol mL-1 at the tillering stage. These exudates correlated with Cr concentration and growth-promotion. SI upregulated the Alanine-Aspartate-Glutamate and Arginine-Proline pathways, closely association with the TCA cycle. Third, exogenous GABA further enhanced oxidative stress responses, alleviated toxicity, increased biomass by 34.1%–41.6%, and boosted Cr uptake by 21.1%–25.1%, while inhibiting Cr translocation to aerial parts. This study highlights the metabolic interactions between GABA and other metabolites in the KGSI symbiosis. The growth-promoting properties of SI and GABA's ability to sequester HMs in roots support their potential in phytoremediation, offering new opportunities to optimize soil phytoremediation technologies.
DOI: 10.6084/m9.figshare.17067380.v2
title: Development of a large SNPs data in two freshwater turtle species using RAD-seq

description: Understanding population diversity and genetic structure are the basis of optimizing farm management and improving conservation strategy. To better manage populations<i> </i>of <i>Mauremys reevesii</i> and <i>Mauremys sinensis</i> in China, which are two commercially important reptile species, it is important to clearly understand the population structure and genetic diversity of these species. In this study, we conducted a genome-wide analysis of 20 individuals from four farm populations using restriction site-associated DNA sequencing (RAD-seq). A total of 5688 quality-filtered SNP markers were identified. The results indicated that the four populations possess a relatively high genetic diversity and absence of genetic differentiation. This data will support further research on protecting and population genetic study of <i>M. reevesii</i> and <i>M. sinensis</i>.
DOI: 10.6084/m9.figshare.24552985.v1
title: Supporting data for "Gene acquisition by giant transposons primes eukaryotes for rapid evolution via horizontal gene transfer"

description: This repository contains scripts used in this study to generate figures and conduct comparative and statistical analyses, in addition to supporting data such as sequences, alignments and Newick tree files.
DOI: 10.6084/m9.figshare.25418287.v1
title: Chromatogram of representative plant samples

description: Plant glutathione transferases (GSTs) constitute a large and diverse family of enzymes that are involved in plant stress response, metabolism and defense, yet their physiological functions remain largely elusive. Consistent with the traditional view on GSTs across organisms as detoxification enzymes, <i>in vitro</i> most plant GSTs catalyze glutathionylation, conjugation of the tripeptide glutathione (GSH; γ-Glu-Cys-Gly) onto reactive molecules. However, when it comes to elucidating GST functions it remains a key challenge that the endogenous plant GS-conjugates that would result from such glutathionylation reactions are rarely reported. Furthermore, GSTs often display high substrate promiscuity, and their proposed substrates are prone to spontaneous chemical reactions with GSH, hence single gene knockouts rarely provide clear chemo- or phenotypes. In a few cases, GS-conjugates are demonstrated to be biosynthetic intermediates that are rapidly further metabolized towards a pathway end-product, explaining their low abundance and rare detection. In this review we summarize the current knowledge of plant GST functions, and how and possibly why evolution has resulted in a broad and extensive expansion of the plant GST family. Finally, we demonstrate that endogenous GS-conjugates are more prevalent in plants than assumed, and suggest they are overlooked as clues towards identification of plant GST functions.
DOI: 10.17632/ft4v6fgm6p
title: Eurostat data for Hierarchical Time Series Cluster analysis and script

description: Contains:
1. Three timeseries datasets from Eurostat data in three dimensions:
dim1: Economic Structure
dim2: Energy Policy
dim3: Energy Consumption
3. Qualitative three-dimensional dataset.
4. R-Script with code.
DOI: 10.6084/m9.figshare.12409556.v4
title: IEEE 33-bus system and practical-scale system in Shandong

description: 1.<b> IEEE 33-bus system and practical-scale system in Shandong.xlsx</b>：Base case three-phase load profiles and branch parameters for the IEEE 33-bus distribution system and practical-scale system in Shandong.<br>2. <b>Historical_data_in_simulation.xlsx</b>：Historical data in simulation of the IEEE 33-bus distribution system and the introduction of data file Shandong_power_15min.mat.<br>3.<b> Shandong_power_15min.mat</b>: Historical data in simulation of practical-scale system in Shandong.
DOI: 10.6084/m9.figshare.7361246.v1
title: GmHapMap_LOF_Description and Genotypes

description: GmHapMap_LOF_Description and Genotypes
DOI: 10.17632/66wntsfwxx
title: Differences in photoprotective behaviours based on immigration status: a systematic review

description: Unprotected sun exposure induces skin damage and potential disease, warranting sun-protection of all modalities. It is documented that sunscreen use is negatively associated with immigration status, while sun-protective clothing and sun-accessory use is more prevalent in these populations. Understanding how diversity in populations changes photoprotective behaviours is imperative for dermatologists in using a holistic lens when tailoring care to their patients. This systematic review examines differences in photoprotective behaviours based on immigration status.
DOI: 10.17632/fscyyhg6vt
title: Synthetic Medical Images for Robust, Privacy-Preserving Training of AI: Application to Retinopathy of Prematurity Diagnosis

description: Purpose: Developing robust artificial intelligence (AI) models for medical image analysis requires large quantities of diverse, well-curated data, which can prove challenging to collect due to privacy concerns, disease rarity, or diagnostic label quality. Collecting datasets for training diagnostic models for retinopathy of prematurity (ROP), a potentially-blinding disease, suffers from all of these challenges. Progressively-growing generative adversarial networks (PGANs) may help, as they can synthesize highly-realistic images that may increase both the size and diversity of medical datasets.

Design: Diagnostic validation study of convolutional neural networks (CNNs) for plus disease detection, a component of severe ROP, using synthetic data.

Participants: 5842 retinal fundus images (RFIs) collected from 963 preterm infants.

Methods: Retinal vessel maps (RVMs) were segmented from RFIs. PGANs were trained to synthesize RVMs with normal, pre-plus, or plus disease vasculature. CNNs were trained, using real or synthetic RVMs, to detect plus disease from two real RVM test datasets.

Main Outcome Measures: Features of real and synthetic RVMs were evaluated using Uniform Manifold Approximation and Projection (UMAP). Similarities were evaluated at the dataset and feature level using Frechet Inception Distance (FID) and Euclidean distance, respectively. CNN performance was assessed via area under the receiver operating characteristics (AUROC) curve; AUROCs were compared via bootstrapping and Delong’s test for correlated ROC curves. Confusion matrices were compared using McNemar’s 𝜒2 and Cohen’s κ.

Results: The CNN trained on synthetic RVMs had a significantly higher AUROC (0.971, p = 0.006, p = 0.004) and classified plus disease more similarly to a set of eight international experts (κ = 0.922) than the CNN trained on real RVMs (AUC = 0.934, κ = 0.701). Real and synthetic RVMs overlapped, by plus disease diagnosis, on the UMAP manifold, showing that synthetic images spanned the disease severity spectrum. FID and Euclidean distances suggested that real and synthetic RVMs were more dissimilar to one another than real RVMs were to one another, further suggesting that synthetic RVMs were distinct from the training data with respect to privacy considerations. 

Conclusions: Synthetic medical datasets may be useful for training robust medical AI models. Furthermore, PGANs may be able to synthesize realistic data for use without protected health information concerns.