cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5121154.v1
title: Supplementary Material for: Ein langer Weg der Professionalisierung: Die Geschichte des deutschen Psychotherapeutengesetzes

description: Vor nunmehr 11 Jahren, am 01.01.1999, trat das Psychotherapeutengesetz (PsychThG) in Kraft. Nach mehreren Jahrzehnten berufspolitischer Kontroversen war es endlich gelungen, die psychologische Psychotherapie durch Schaffung zweier neuer akademischer Heilberufe auf eine adÄquate gesetzliche Grundlage zu stellen. Dennoch war das Psychotherapeutengesetz zunÄchst sehr umstritten. Werden anlÄsslich seines 10. Geburtstages einerseits die Errungenschaften des Psychotherapeutengesetzes fÜr den Berufsstand der Psychologischen Psychotherapeuten sowie der Kinder- und Jugendlichenpsychotherapeuten gewÜrdigt, wird andererseits gerade, vor allem infolge der jÜngst verÖffentlichten Ergebnisse des Forschungsgutachtens zur Psychotherapeutenausbildung, eine Diskussion um die mÖgliche ReformbedÜrftigkeit dieses Gesetzes entfacht. Von den ersten Kassenpsychotherapien und den «Laienpsychoanalytikern» ohne Ärztlichen Grundberuf in den 1920er Jahren bis zum genannten Forschungsgutachten zur Psychotherapeutenausbildung nach dem PsychThG erfolgt in diesem Beitrag eine differenzierte Darstellung der wechselvollen (Vor-)Geschichte des PsychThG, die eng mit der wenig erforschten deutschen Psychotherapiegeschichte verwoben ist. Die Geschichte der Verhaltenstherapie in Deutschland erfÄhrt in diesem Zusammenhang eine besondere WÜrdigung.
DOI: 10.6084/m9.figshare.5544466.v2
title: metabolism.csv

description: SMR, MMR and weights for mudfish and kokopu in units described in-text.
DOI: 10.17632/fj7sskjdt7
title: Characterization of Tinnitus Through the Analysis of Electroencephalographic Activity

description: Subjective tinnitus is a symptom associated with the perception of a sound without an external source that generates it. Although its origin is due to a hearing impairment, the perception of this is a brain pathology that causes a decrease in the quality of life of people suffering from it, having significant morbidity. There is no cure, and alternative treatments remain uncertain. 
The main objective of the present database was to characterize tinnitus and classify it according to the neuronal electrical response to provide a reliable and replicable accurate measurement that reflected the nature of this symptom. 
The experimental paradigm was tested for objective information (in a control group (GC) of 15 participants and a tinnitus group (GA) of 22 participants) where EEG activity was recorded in two states: (1) basal, where the person remained in a state of rest with open eyes; (2) active where the participant had the task of identifying a sound stimulus, within a sound-tinnitus library, by pressing a key. GA had to identify the sound most similar to personal tinnitus. GC had to identify the 3.5kHz sound.
DOI: 10.6084/m9.figshare.28943750.v1
title: <b>Research on Balcony-Sliding Door Coupling Ventilation Mechanisms and Energy Efficiency Optimization Based on CFD Simulation—Threshold Effects of Opening Degrees and Multi-Zone Collaborative Design Strategies</b>

description: In response to the Energy Saving and Carbon Reduction Action Programme 2024-2025, this study constructs eight working conditions including balcony window opening 0%-75%, with or without sliding door for a three-room house model based on CFD, and verifies by k-εmodel that a fully closed balcony makes the living room air-age up to 196s and increases the health risk. Window openings≥ 25% improved ventilation but elevated air age in the master bedroom at &gt;50%. Sliding doors slightly increase balcony air speed, but overall ventilation is uneven. Optimisation strategy: Prioritise the use of fixed windows without sliding doors and in the middle of 25% opening windows on both sides of the balcony; deploy an air-detection linked intelligent ventilation system. The results support residential energy-saving renovation and help achieve energy-saving goals, and will be followed up by deepening the research by integrating climate parameters and user behaviours.
DOI: 10.17632/brgfhwndz6
title: Dataset for paper Towards accessible website design through artificial intelligence: A systematic literature review

description: The accompanying dataset provides full transparency and reproducibility of the systematic literature review presented in the article Towards Accessible Website Design Through Artificial Intelligence. It consists of three components:

The folder "01-Related Work search" documents the initial automated search process conducted in the Scopus and Web of Science databases. It includes the records retrieved based on the filters applied during the preliminary review of related work.

The folder "02-Automatic search results" contains the subsequent search stages carried out across selected digital library databases (Scopus, Web of Science, IEEE Xplore, ACM Digital Library, SpringerLink, and ScienceDirect). It includes exported bibliographic records organized by search strings, as well as inclusion and exclusion steps applied.

The file "Dataset_Towards_accessible_website_through_AI.xlsx" serves as the main dataset. It contains the fully curated data resulting from the entire review process, including metadata for the 31 selected primary studies, quality assessment scores, AI techniques employed, accessibility targets, and evaluation methods. It also includes the search queries, filters used, inclusion/exclusion criteria, and the bibliometric and synthesis analyses performed across the three phases of the proposed method: planning, conduction, and reporting.

Together, these materials support the reproducibility of the study and provide a structured foundation for future meta-analyses or replication studies in the field of AI-driven web accessibility.
DOI: 10.6084/m9.figshare.17099132.v1
title: Supplementary Material for: Family history of breast cancer is associated with elevated risk of prostate cancer: evidence for shared genetic risks

description: Introduction: Although breast and prostate cancers arise in different organs and are more frequent in the opposite sex, multiple studies have reported an association between their family history. Analysis of single nucleotide polymorphism data, based on distant relatives, has revealed a small positive genetic correlation between these cancers explained by common variants. The estimate of genetic correlation based on close relatives reveals the extent to which shared genetic risks are explained by both common and rare variants. This estimate is unknown for breast and prostate cancer. Method: We estimated the relative risks, heritability, and genetic correlation of breast cancer and prostate cancer, based on the Minnesota Breast and Prostate Cancer Study, a family study of 141 families ascertained for breast cancer. Results: Heritability of breast cancer was 0.34 (95% credible interval: 0.23-0.49) and 0.65 (95% credible interval: 0.36-0.97) for prostate cancer, and the genetic correlation was 0.23. In terms of odds ratios, these values correspond to a 1.3 times higher odds of breast cancer among probands, given that the brother has prostate cancer. Conclusion: This study shows the inherent relation between prostate cancer and breast cancer; an incident of one in a family increases the risk of developing the other. The large difference between estimates of genetic correlation from distant and close relatives, if replicated, suggests that rare variants contribute to the shared genetic risk of breast and prostate cancer. However, the difference could steam from genotype-by-family effects shared between the two types of cancers.
DOI: 10.6084/m9.figshare.20387085.v1
title: THz-TDS data

description: THz-TDS data for all 10 subjects
DOI: 10.6084/m9.figshare.7813886.v1
title: Data and Rcode from the article "Global ecosystem thresholds driven by aridity", doi: 10.1126/science.aay5958

description: Data from " Berdugo, M., M. Delgado-Baquerizo, S. Soliveres, R. Hernández-Clemente, Y. Zhao, J. J. Gaitán, N. Gross, H. Saiz, V. Maire, A. Lehman, M. C. Rillig, R. V. Solé & F. T. Maestre. Global ecosystem thresholds driven by aridity. <i>Science </i>.... "<br>There is one folder with the database (6 files), and another with the bootstrapped parameters of the regressions presented in Fig. S2. Another file called "threshold final2" contains bootstrapped thresholds presented in Figure 1. Data regarding global maps and remote sensing can be downloaded freely from original sources. There are also two files with the necessary code to generate figures and perform analyses in R code. All the methodological details can be found in the article.<br>
DOI: 10.17632/p896bncwbh
title: DATA STABILITY OF ATTACHMENT NARRATIVES

description: This data set provides the percentage of stable adjectives and stable autobiographical memories provided in Adult Attachment Interviews conducted seven years apart, together with attachment security assessed as AAI coherence and secure base script knowledge. Additionally, memory stability is examined according to different memory features such as valence and autobiographical memory specificity.
DOI: 10.17632/tmss46jh3p
title: PAR-Q+ | Cross-cultural adaption | German version | 2024

description: Data of participants recruited in a reserach project on the cross-cultural adaption of the German version of the Physical Activity Readiness Questionnaire for Everyone (PAR-Q+) to detect and stratify risks prior to becoming (more) physically active.
DOI: 10.17632/z97x2hc87w
title: Research data_Water Efficiency in Dairy Farming

description: This table presents the raw data, already anonymized to protect the identity of the source farms. The information pertains to dairy farms and includes the number of lactating cows, milk production, and water consumption. The table also displays efficiency indices such as L water cow⁻¹ day⁻¹ and L water kg milk⁻¹ day⁻¹. Data are categorized by three production systems (confined, semi-confined, and pasture-based) and different water uses, including drinking water and water used for cleaning. Additionally, the table includes the efficiency score derived from the DEA method, specifically the BCC model.
DOI: 10.6084/m9.figshare.12745151.v1
title: Dataset S1

description: Station names and coordinates (ascii format).
DOI: 10.6084/m9.figshare.20017538.v1
title: Elevated CO2 Altered Rice VOCs Aggravate Population Occurrence of Brown Planthoppers by Improving Host Selection Ability

description: The Original dataset of “ Elevated CO<sub>2</sub> Altered Rice VOCs Aggravate Population <br> Occurrence of Brown Planthoppers by Improving Host <br> Selection Ability”
DOI: 10.6084/m9.figshare.5719633.v1
title: Life cycle stages and Brazilian family business profiles

description: ABSTRACT The distinctive features of family firms, such as family influence, add complexity to organizational life-cycle models in terms of the different stages of development. This research analyzes the relationship between stages of the organizational life cycle proposed by Lester et al. (2003) and the elements of influence of the F-PEC family (power, experience, and culture). The study was developed through a sample of 117 Brazilian family companies, without the participation of companies with shares traded on the stock exchange, and employed statistical treatment of the data through a structural equation model. As a result, the elements of F-PEC were partially identified in the sample. Power indicates the control of the company by the family, experience indicates the role of the different generations, and culture indicates the values of the controllers. In particular, it should be pointed out that, at birth, power and culture play important roles; in maturity, experience and culture stand out, and in rejuvenation, power and culture have been identified as characteristic. As an exploratory analysis, the article contributes to the understanding of organizations, by indicating the development of comparative analyses and performance on the variables that provide migration planning to more desirable stages, such as growth, maturity, and rejuvenation.
DOI: 10.6084/m9.figshare.6007322.v3
title: top50_hashtags.json

description: Contains counts of the 50 most common hashtags on Twitter from 2013 through 2016, sampling each hour. The sample was obtained using a 10% sample of all tweets.
DOI: 10.17632/ttg358zb2t
title: ZBP1 Senses Spliceosome Stress Through Z-RNA:DNA Hybrid Recognition. He Jianfeng et al

description: This repository contains uncropped Western blot and microscopy images for the manuscript "ZBP1 Senses Spliceosome Stress Through Z-RNA:DNA Hybrid Recognition". See manuscript for details.
DOI: 10.6084/m9.figshare.14578605.v2
title: Dataset SHOT Norway 2016-2018 non-biological measures.sav

description: The SHOT study (Study of Health Outcome after Trauma) Norway includes 110 patients attending an outpatient mental health clinic in Southern Oslo between 2016-2018.<br>
DOI: 10.6084/m9.figshare.26496157.v1
title: <b>Prompting large language models to extrac</b><b>t </b><b>chemical‒disease relation precisely</b><b>and </b><b>comprehensively at </b><b>the </b><b>document level</b>

description: In this study, we harness the advanced reading comprehension capabilities and extensive world knowledge of LLMs to innovatively construct precise and comprehensive zero-shot prompt workflows for extracting chemical‒disease relationships on the basis of the patterns of LLM-based relation extraction, the attributes of chemical‒disease relationships, and the linguistic features of biomedical literature.The uploaded data includes two compressed files, namely the data and code used in this study. Both the data and code include two folders, the Precise Relation Extraction section and the Comprehensive Relation Extraction section.
DOI: 10.6084/m9.figshare.95972.v2
title: The vacuole life cycle of yeast series

description: Transmission electron microscopy is a powerful technique that allows us to peer deep inside cells. Dynamic cellular processes, like the fission and fusion of internal compartments, are frozen in time by an aldehyde-containing fixative, allowing us to get a glimpse of a population of near 100% genetic clones. The cell in this gallery is a wildtype strain (BY4716) of Saccharomyces cerevisiae, or budding yeast. As is evidenced in the high magnification zooms, the formation of multilamellar compartments is a normal event in the lives of vacuoles and related trafficking organelles.
DOI: 10.17632/68pt973n6j
title: Input-output data set for Multi-damages in Smart Composite Laminates

description: This data set contains the raw input-output data for the findings in the paper 'Classification and Prediction of Multi-damages in Smart Composite Laminates Using Discriminant Analysis'. The input data is contained in the file 'vphinput_100'. The output for the healthy and different damaged cases is contained in the files 'H.mat, ALD1.mat, ALD2.mat, AMD1.mat, AMD2.mat, AUD1.mat, AUD2.mat, BLD1.mat, BLD2.mat, BMD1.mat, BMD2.mat, BUD1.mat, BUD2, CLD1.mat, CLD2.mat, CMD1.mat, CMD2.mat, CUD1.mat, CUD2, sen1_25per_100_loadings.mat, sen1_50per_100_loadings.mat, sen2_25per_100_loadings.mat and sen2_50per_100_loadings.mat'. The details of each output data can be seen the published paper. The columns of ‘vphinput_100’ contains the 100 random harmonic inputs applied through the actuator. Each one of the output files contain the response three sensors to 100 random harmonic inputs
DOI: 10.17632/dnzvcbjmdb
title: Data for: Determination of aneurysm volume critical for stability after coil embolization

description: We collected 3530 aneurysms with coil embolization
DOI: 10.17632/wnv4bszczz
title: A dataset of fortunella margarita images

description: This article created a Fortunella margarita image data set. The images of fortunella margarita are divided into seven categories: (a) mature, (b) immature, (C) growing, (d) containing mature and immature in one image, (e) mature and growing, (f) immature and growing, and (g) image data at all three stages set. Then the dataset is sorted into two types of files: (1) Growth stage classification images (Growth stage classification) and (2) Manual labeling and annotation files (Labels). (1) Growth stage classification images: The number original images is 1031. Figure 1 shows examples of the original images for seven fortunella margarita categories. After data augmentation, we have a total of 6611 images. The size of image is 3024 * 4032 pixels, and the image format is JPEG. The dataset is divided into training, verification and test sets for machine learning or deep learning. Table 1 shows the number of training, verification and test images of the seven categories before data amplification. (2) Manual labeling and annotation files (Labels): This dataset contains 6611 annotation images. The file format is XML. Each file is manually labeled with the growth stage and location as shown in Figure 2. This file can be used by researchers to train deep learning models such as YoLo, R-CNN etc.
DOI: 10.6084/m9.figshare.25738953.v1
title: EMG-data

description: EMG dataset from 7 individuals learning different percentages of maximum voluntary contraction using different modalities of sensory feedback.
DOI: 10.6084/m9.figshare.25780365.v1
title: Raw data for insect DNA metabarcoding sequences in potato field in China

description: DNA metabolic barcodes are rapidly becoming a cost-effective method for large-scale biodiversity assessment and pest monitoring. The current research uses metabolic barcodes to evaluate insect diversity in potato fields in Qujing City, Yunnan Province, China from 2021 to 2022. Five Malaise trap were set up in the potato field to sample insects, generating a total of 245 samples and 726 sequencing samples. Use two cloud based data storage and analysis platforms, namely the Life Barcode Data System (BOLD) and the Multi Barcode Research and Visualization Environment (mBRAVE), to encode these batch samples with meta barcodes, and plan and analyze the sequences. These platforms assign sequences to 1688 barcode index numbers (BINs), a species proxy. Due to providing basic data on insect biodiversity in potato fields in China for the first time, this study is a valuable resource for a wide range of research areas such as pest management and beneficial insect monitoring in potato fields.
DOI: 10.6084/m9.figshare.25838536.v1
title: Three datasets used in Coordination among leaf and fine-root traits along a strong natural soil fertility gradient; Plant and Soil

description: Unravelling how fundamental axes of leaf and fine-root trait variation correlate and relate to nutrient availability is crucial for understanding plant distribution across edaphic gradients. While leaf traits vary consistently along soil nutrient availability gradients, the response of fine-root traits to the same gradients has yielded inconsistent results.We studied leaf and root trait variation among 23 co-occurring plant species along a 2-million-year soil chronosequence to assess how leaf and root traits coordinate and whether this axis of trait variation relates to soil fertility.Leaf and root trait variation was primarily structured by mycorrhizal association types. However, when considering community-level traits weighted by plant species abundance, soil nutrient availability was an important driver of trait distribution. Leaves that support rapid growth on younger more fertile soils were associated with roots of larger diameter and arbuscular mycorrhizal colonization. In contrast, leaves that favor nutrient conservation on nutrient-impoverished soil were associated with greater root-hair length and phosphorus-mobilizing root exudates proxied by leaf manganese concentration. At the species level, leaf and root trait variation patterns deviated from the community-wide results, as leaves that support either rapid growth or survival were associated with a wide range of root trait syndromes.Our results highlight the challenge of generalizing a specific set of root-trait values that consistently meet the requirements of leaves supporting rapid growth or survival. Hence, the leaf economic spectrum's ability to capture variation in carbon gain may not be reflected by the root economic spectrum.
DOI: 10.6084/m9.figshare.28511984.v2
title: 2017 China-Provincial Biodiversity Footprint Result Dataset

description: China-Provincial Biodiversity Footprint Result Data+processed_data+Appendix_ Threats Relationship Comparison
DOI: 10.6084/m9.figshare.4630228.v1
title: scripts S

description: Movie scripts starting with S
DOI: 10.6084/m9.figshare.709540.v2
title: The Second Cold War in the Middle East

description: <em>This article seeks to describing the political status quo of the Middle East </em>region.
DOI: 10.17632/683zs2ssyy
title: The Python script and files to build TMN

description: The Python script and files to build TMN in the manuscript of "A compounds annotation strategy combining hand-in-hand alignment with targeted molecular networking for offline two-dimensional liquid chromatography-mass spectrometry analysis: chemical profile of Yupingfeng, a classical traditional Chinese medicine prescription, as a case study"
DOI: 10.17632/9mxxrftwgv
title: ZNF574 is a Quality Control Factor for Defective Ribosome Biogenesis Intermediates Akers et al

description: U2OS cells CRISPRi expressing uL16 wild type or mutant together with sgRNAs targeting Gal4 (control) or ZNF574 (20210203_rep1, 2, 3)
HEK293T cells stained with antibody raised against ZNF574 (ZNF574_Ab)
PLA assays detecting interactions between FLAG-tagged wild type or mutant uL16 and endogenous ZNF574 in HEK293T cells (20241213_PLA)
Zebrafish images
DOI: 10.6084/m9.figshare.12195735.v2
title: COVID19 inpatient cases data.xls

description: A data set on hospitalized patients with COVID-19, which information recorded included demographic data, signs and symptoms, medical history, laboratory values, time of virus negative, anti-virus treatment, and chest computed tomographic (CT) scans. All data are extracted from electronic medical records.
DOI: 10.6084/m9.figshare.27910677.v1
title: Implementation of CoCoMega and experimental results

description: This item provides a comprehensive resource for efficient and effective system-level testing of Autonomous Driving Systems (ADSs), featuring the implementation of CoCoMega, a novel algorithm developed for this purpose. The item includes the source code for CoCoMega, baseline algorithms for comparison, and experimental results as detailed in our study. The implementation also includes the configuration files and evaluation metrics used in the experiments to facilitate reproducibility and further research in the field of ADS testing.
DOI: 10.6084/m9.figshare.7174973.v1
title: Fatty acids table.xlsx

description: Attached is the main data about Statistic of Fatty Acid
DOI: 10.6084/m9.figshare.7235924.v1
title: Plant remains from Arundel Square, Waterford

description: CSV table of identified charred plant remains from a settlement in Waterford city, Ireland.<br>
DOI: 10.17632/5kr7mj3wd6
title: Anti-spike IgG decay after 6 months of vaccination in a Nursing Home

description: Dataset linked with paper "Decay rate of antiS1/S2 IgG serum levels after 6 months of BNT162b2 vaccination in a cohort of COVID-19-naive and COVID-19-experienced subjects"
DOI: 10.6084/m9.figshare.25209818.v1
title: <b>Pediatric COVID-19 Dataset</b>

description: Data extracted from the pediatric infectious disease case registration system of the Negeri Sembilan state of Malaysia. These were secondary data that underwent data cleaning and preprocessing (anonymization, imputation of missing values, categorical variable encoding, and dimension reduction) for clinical research.a. dataset_pediatricCOVID19_cleanedData_1495rows.csv consists of clinical data collected between 1<sup>st</sup> February 2020 and 31<sup>st</sup> December 2021.b. dataset2_pediatricCOVID19_cleanedData_500rows.csv consists of clinical data collected between 1<sup>st</sup> January 2022 and 31<sup>st</sup> March 2022.Outcome variable: 1= requires ambulatory outpatient care, 2= requires hospital care