cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/npc-761-r0e
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wbr-0ty-5sx
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fff-76p-a52
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n82-8tm-ayd
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22137797.v2
title: Targeted Learning: Toward a Future Informed by Real-World Evidence

description: The 21st Century Cures Act of 2016 includes a provision for the U.S. Food and Drug Administration10.13039/100000038 (FDA) to evaluate the potential use of Real-World Evidence (RWE) to support new indications for use for previously approved drugs, and to satisfy post-approval study requirements. Extracting reliable evidence from Real-World Data (RWD) is often complicated by a lack of treatment randomization, potential intercurrent events, and informative loss to follow-up. Targeted Learning (TL) is a sub-field of statistics that provides a rigorous framework to help address these challenges. The TL Roadmap offers a step-by-step guide to generating valid evidence and assessing its reliability. Following these steps produces an extensive amount of information for assessing whether the study provides reliable scientific evidence, including in support of regulatory decision-making. This article presents two case studies that illustrate the utility of following the roadmap. We used targeted minimum loss-based estimation combined with super learning to estimate causal effects. We also compared these findings with those obtained from an unadjusted analysis, propensity score matching, and inverse probability weighting. Nonparametric sensitivity analyses illuminate how departures from (untestable) causal assumptions affect point estimates and confidence interval bounds that would impact the substantive conclusion drawn from the study. TL’s thorough approach to learning from data provides transparency, allowing trust in RWE to be earned whenever it is warranted.
DOI: 10.6084/m9.figshare.28539380.v1
title: Data_Repository: 30-channel microcoil system for high-throughput metabolic flux analysis using hyperpolarized <sup>13</sup>C NMR spectroscopy

description: Evaluation of a new 30-channel microcoil setup for hyperpolarized 13C NMR studies of biopsies (cells, tissue).Repository contains all data and scripts used to generate figures from the paper.
DOI: 10.6084/m9.figshare.3515531.v1
title: Appendix A. Details of study area, basal-area survey adjustments, tree height–dbh regression, frequency distribution of point biomass estimates, standardized variogram for point biomass sampled at various distances, full ANOVA table for transects nested within region, and canopy gap recorded at each transect.

description: Details of study area, basal-area survey adjustments, tree height–dbh regression, frequency distribution of point biomass estimates, standardized variogram for point biomass sampled at various distances, full ANOVA table for transects nested within region, and canopy gap recorded at each transect.
DOI: 10.3535/8hh-tft-w4c
title: †Katastrophomena Cocks, 1968

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kh2-e6q-64f
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.4121/uuid:61fb9665-40ab-4b70-8214-767c521cc950
title: Title and subtitles of Wikipedia articles

description: This dataset contains 871 articles from Wikipedia (retrieved on 8th August 2016), selected from the list of featured articles ({https://en.wikipedia.org/wiki/Wikipedia:Featured_articles}) of the 'Media', 'Literature and Theater', 'Music biographies', 'Media biographies', 'History biographies' and 'Video gaming' categories. From the list of articles, the structure of the document, i.e. sections and subsections of the text, is extracted. The dataset also contains a proposed clusterization of the event names to increase comparability of Wikipedia articles.
DOI: 10.17632/dxmy77y45y
title: Fingerprint density meta-analysis data from previous studies

description: This dataset contains data concerning Fingerprint density of males and females from previous studies. It includes mean, standard deviation, sample size and sex effect for different ethnicities all over the world.
DOI: 10.17632/fpmmftpsy2
title: Data from: Duets convey information about pair and individual identities in a Neotropical bird

description: Data and R codes for reproducing the statistical analyses from the article:
Diniz P, Silva-Jr EF, Rech GS, Ribeiro PHL, Guaraldo AC, Macedo RH, Amorim PS (2024). Duets convey information about pair and individual identities in a Neotropical bird, Current Zoology, zoae064, https://doi.org/10.1093/cz/zoae064

Data Description:
The dataset includes RDS files (to be loaded in R) and one XLSX file. These contain information on acoustic measurements, specifically spectro-temporal and temporal structure characteristics of different components of rufous hornero (Furnarius rufus) duets: complete duets, overlapping duet sections, duet phrases, overlapping syllable parts, and non-overlapping syllable parts. Detailed information on the recording locations and settings is available in the referenced article.

Data Files:
pair_measures_list.RDS: Contains duet measurements at the pair level, divided into five vectors:
Spectro-temporal measurements of complete duets
Spectro-temporal measurements of overlapping duet sections
Temporal structure measurements of complete duets
Temporal structure measurements of overlapping duet sections
Spectro-temporal measurements of overlapping syllable parts

indiv_measures_list.RDS: Contains duet measurements at the individual level, divided into two vectors:
Temporal structure measurements of duet phrases
Spectro-temporal measurements of non-overlapping syllable parts

results.xlsx: Summarizes the statistical results in the following sheets:
Sheets 1–3: Results of permuted Discriminant Function Analyses (pDFAs)
Sheet 4: Results of Potential for Identity Coding (PIC)
Sheet 5: Results of Permutational Multivariate Analysis of Variance (PERMANOVA)
Sheet 6: Legends explaining the columns and variables in the previous sheets

R Code Description:
The provided R scripts cover the following statistical analyses and figure generation:
Script 1. pDFA, DFA, and PIC for population (site) classification
Script 2. pDFA, DFA, and PIC for pair classification
Script 3. pDFA, DFA, and PIC for sex classification
Script 4. pDFA, DFA, and PIC for individual classification
Script 5. Figure generation for pDFA results (Figure 2)
Script 6. Figure generation for PIC results (Figures 4 and S1)
Script 7. PERMANOVA for pair-level duet traits
Script 8. PERMANOVA for individual-level duet traits
Script 9. PERMANOVA for individual-level duet traits, analyzed within each sex
Script 10. Figure generation for PERMANOVA results (Figure 3)
DOI: 10.3535/05x-7dr-f6y
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xwj-kt9-39d
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22723766.v1
title: Tibial Osteotomy Dataset.xlsx

description: Dataset from the following study: <br> <strong>In vitro effects on tibial alignment of tibial osteotomies used for the treatment of cranial cruciate ligament disease and medial patella luxation</strong>
DOI: 10.3535/7jl-6yw-dlw
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9cg-ca4-wqd
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16606424.v1
title: Additional file 1: Table S1. List of studied species for all Nyctaginaceae and outgroups.

description: <b>Additional file 1: Table S1.</b> List of studied species for all Nyctaginaceae and outgroups.
DOI: 10.6084/m9.figshare.894306.v3
title: Ensete ventricosum genome sequence

description: This file-set contains full draft genome sequence data as described in this paper: Harrison, J.; Moore, K.A.; Paszkiewicz, K.; Jones, T.; Grant, M.R.; Ambacheew, D.; Muzemil, S.; Studholme, D.J. A Draft Genome Sequence for Ensete ventricosum, the Drought-Tolerant “Tree Against Hunger”. Agronomy 2014, 4, 13-33.
DOI: 10.3535/b8m-2qn-dzk
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h1t-bsm-ybz
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/75g-gh8-4bp
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/a37-27d-468
title: †Dalmanella Hall & Clarke, 1892

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/rfkdwgnwx4
title: Single particle calculations for a Woods–Saxon potential with triaxial deformations, and large Cartesian oscillator basis

description: Abstract We present a computer program which solves the Schrodinger equation of the stationary states for an average nuclear potential of Woods–Saxon type. In this work, we take specifically into account triaxial (i.e. ellipsoidal) nuclear surfaces. The deformation is specified by the usual Bohr parameters. The calculations are carried out in two stages. In the first, one calculates the representative matrix of the Hamiltonian in the Cartesian oscillator basis. In the second stage one diagonalizes thi... Title of program: Triaxial Catalogue Id: ADSK_v1_0 Nature of problem The single particle energies and the single particle wave functions are calculated from one-body Hamiltonian including a central field of Woods-Saxon type, a spin-orbit interaction, and the Coulomb potential for the protons. We consider only ellipsoidal (triaxial) shapes. The deformation of the nuclear shape is fixed by the usual Bohr parameters (Β, γ). Versions of this program held in the CPC repository in Mendeley Data ADSK_v1_0; Triaxial; 10.1016/S0010-4655(03)00464-8 ADSK_v2_0; Triaxial2007; 10.1016/j.cpc.2007.02.096 ADSK_v3_0; Triaxial2014; 10.1016/j.cpc.2014.07.016 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.3535/0e8-t41-4x1
title: †Aegiria norvegica Öpik, 1933

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pxh-z5d-ynd
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28536137.v1
title: Crush Delphi Survey Questions and Results

description: Delphi survey questions and results from rounds 1-3 evaluating crush syndrome diagnosis and management in resource-constrained settings.
DOI: 10.6084/m9.figshare.655949.v2
title: Columbia River Basin Projects

description: This is a series of grey literature, posters, presentations and figures on riparian ecology and plant sciences from across the Columbia and Missouri River Basins. These documents originated as a part of the PACFISH/INFISH Biological Opinion: http://www.fs.fed.us/biology/fishecology/emp/ and were created at least in part by Nate Hough-Snee: http://www.natehough-snee.org
DOI: 10.3535/k4z-aej-nj2
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xdz-c0c-xvm
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28466813.v2
title: AUROCs of each model

description: Centralized: Model trained on pooled data, FL: Federated Learning. The rows indicate where the models were developed, including centralized and federated models, while the columns represent the regions where the models were applied. The data are presented as the median with the range from the 2.5th to 97.5th percentile of 1000 bootstrap samples shown in parentheses.
DOI: 10.3535/6r9-e3y-ffr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/f1m-56c-2vk
title: †Strophomenida Öpik, 1934

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12951044.v1
title: LSDV, VC Statistics.pdf

description: Lumpy skin disease virus (LSDV) and Goat pox (GTPV) /Sheep pox viruses (SPPV), responsible for lumpy skin disease in cattle and pox in goats and sheeps have financial consequences for farming.
DOI: 10.3535/e28-a3s-hy9
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s39-1st-t1l
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27180369.v2
title: Dataset and scripts related to dietary or pharmacological inhibition of insulin-like growth factor-1 protects from renal ischemia-reperfusion injury, published in iScience.

description: Dataset and scripts related to dietary or pharmacological inhibition of insulin-like growth factor-1 protects from renal ischemia-reperfusion injury, published in iScience.One-week protein restriction (PR) limits ischemia-reperfusion (IR) damages and improves metabolic fitness. Similarly, longer-term calory restriction results in increased lifespan, partly via reduced Insulin-Like Growth Factor (IGF)-1. However, the influence of short-term PR on IGF-1 and its impact on IR are unknown. PR was achieved in mice via one-week carbohydrate loading and/or through a low-protein diet. PR decreased IGF-1 circulating levels as well as renal and hepatic expression. Upon renal IR, serum IGF-1 positively correlated with renal dysfunction and tissular damages, independently of sex and age. Exogenous IGF-1 administration abrogated PR benefits during IR, while IGF-1 receptor inhibition with linsitinib was protective. IGF-1 was associated with a reduction in forkhead box O (FoxO), and AMP-activated protein kinase (AMPK) signaling pathways previously demonstrated to improve IR resilience in various organs. These data support dietary or pharmacological reduction of IGF1 signaling to mitigate IR injury prior to solid organ transplantation and beyond.
DOI: 10.3535/26f-vtl-gp0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hn1-63y-eaf
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/bpj2tvjynh
title: Sediment data of cores PC13-3, PCL1-2, PC06, PC01 and GC16 (Galician Continental Margin)

description: General sediment properties from five piston cores extracted at the Transitional Zone morphostructural province at the Galician Continental Margin (NW Iberian Margin). This data includes high-resolution XRF geochemical values, susceptibility (MS) values, grey levels (GL) and RGB values, grain-size, Total Carbon (TC), Total Inorganic Carbon (TIC), Total Organic Carbon (TOC) and CaCO3 (%) content.
DOI: 10.3535/3cp-ycq-50s
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ywn-tqb-r0b
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.7674092.v1
title: Plos One Data set Beta Blockers for headaches

description: Data for Plos One Beta-blocker treatment of headache
DOI: 10.3535/7hl-tbp-nw4
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19204722.v1
title: Supplemental materials_Final.xlsx

description: Supplemental Material to include the search query, data extracted, and definitions applied to a systematic review.
DOI: 10.17632/kvktbp2kpx
title: Analysis of cold tolerance data and differentially expressed gene data in response to low temperature in juvenile Macrobrachium rosenbergii

description: Raw data including differentially expressed genes, GO enrichment and KEGG enrichment analysis
DOI: 10.3535/paf-wll-exl
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pq0-48x-5ag
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.5281/zenodo.15117478
title: COVID-19 Bimodal Sentiment Analysis Dataset

description: A Twitter sentiment bimodal analysis code and dataset using text and image before and during COVID-19
DOI: 10.5281/zenodo.15117479
title: COVID-19 Bimodal Sentiment Analysis Dataset

description: A Twitter sentiment bimodal analysis code and dataset using text and image before and during COVID-19
DOI: 10.6084/m9.figshare.14842467.v1
title: Data for figure reproduction

description: The individual folders contain data for reproducing the figures of the publication<br>
DOI: 10.17632/frkvyhmz2f
title: Data from: Population structure and microhabitat preference of a threatened freshwater mussel, Westralunio carteri, in south-western Australia

description: The Excel files provided here contain data used in a study of the population structure and microhabitat associations of a threatened freshwater mussel (Westralunio carteri) from south-western Australia.
The  file “Mussel_quadrat_data” contains data relating to number of mussels and microhabitat variables in quadrat samples from different sites. Each row provides the information from one quadrat. Data include: River; Site within river; Number of mussels per quadrat (Mussel #); Distance to riverbank (BD); Water depth (WD); Riverbed slope (BS); Presence of debris (DP); Debris height (DH); Flow velocity (FV); Substrate grain size (SG); Vegetation cover (VC); Macrophyte cover (MC); Algal cover (AC).

The file Length_and_age contains data relating to shell length (TL) and estimated age (AgeH = high estimate; AgeL = low estimate). Age estimates are based on the slowest and fastest growth rates for W. carteri reported by Klunzinger et al. (2014) Freshwater Science 33: 1127-1135. Each tab provides the measurements from mussels collected within a  different river.
DOI: 10.17632/k2pjh6rpxb
title: Supplementary Materials (Wahyudi et al., 2020)

description: Seagrass vegetation data (density, coverage and biomass) and carbon data of four scenario presented in Wahyudi et al (2020).
Wahyudi, A. J., Rahmawati, S., Irawan, A., Hadiyanto, H., Prayudha, B., Hafizt, M., Afdal, A., Adi, N. S., Rustam, A., Hernawan, U. E., Rahayu, Y. P., Iswari, M. Y., Supriyadi, I. H., Solihudin, T., Ati, R. N. A., Kepel, T. L., Kusumaningtyas, M. A., Daulat, A., Salim, H. L., … Kiswara, W. (2020). Assessing Carbon Stock and Sequestration of the Tropical Seagrass Meadows in Indonesia. Ocean Science Journal, 55(1), 85–97. https://doi.org/10.1007/s12601-020-0003-0
DOI: 10.3535/d6y-6e6-4r4
title: †Isorthis Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n44-ma9-wrm
title: †Protochonetes Muir-Wood, 1962

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23694168.v4
title: The comparative genomic analyses output files of Cerasus.

description: The comparative genomic analyses output files of Cerasus.
DOI: 10.6084/m9.figshare.28366199.v1
title: Wetlands.xlsx

description: The dataset includes data on the organic carbon content in sediment cores from the Liaohe River Delta wetland under different salinity gradients.
DOI: 10.6084/m9.figshare.7121594.v1
title: McKay_et_al_Plos1_Data Set and Read Me File

description: Interview data on human-tiger interactions in the Sumatran study landscape used in publication of McKay et. al in Plos 1.
DOI: 10.3535/003-ez3-5e0
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xr1-20h-9gy
title: Linoporella G. Steinmann, 1899

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/dp58jkhy8g
title: Sentiment in Machine Translation of Slovak Movie Subtitles

description: The dataset represents the processed movie subtitle data adjusted for sentiment analysis, which was implemented using IBM Watson Natural Language Understanding (IBM NLU). The source data contains Slovak and English subtitles from 10 movies, which are matched into pairs. Each of the subtitles is matched with a machine translation generated using Google Translate and identified sentiment score using the OpenAI GPT model. In the next matrix, the results of the sentiment analysis from IBM NLU service for each segment are processed. The third file contains the results of validating the accuracy and error rates of the machine translations from the BLEU and TER metrics.
DOI: 10.17632/z856trfgvz
title: Data for: Resource Scarcity, Technological Progress, and Stochastic Growth

description: Matlab code for some figures.
DOI: 10.3535/hvt-gha-5sj
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t8q-pd5-ex5
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/brfj34mk9y
title: Data for: Proof of Service Power: A Blockchain Consensus for Cloud Manufacturing

description: The simulation of PoSP consensus is established by anylogic software, and the transaction behavior in cloud manufacturing platform is simulated, and the simulation transaction data is generated.
DOI: 10.3535/rqk-pn8-q8r
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y8b-73r-v2z
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0ww-dmb-37x
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6jj-r1w-5e1
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.