cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.50676
title: Medical Relation Extraction Gold Standard With Crowdtruth

description: The lack of annotated datasets for training and benchmarking is one of the main challenges of Clinical Natural Language Processing. In addition, current methods for collecting annotations attempt to minimize disagreement between annotators, and therefore fail to model the ambiguity inherent in language. We propose the <strong>CrowdTruth</strong> method for collecting medical ground truth through crowdsourcing, based on the observation that disagreement between annotators can signal ambiguity in the text, target semantics, or the worker's interpretation.

This repository contains a dataset of 3,984 English sentences for medical relation extraction, centering on the cause and treat medical relations, that have been processed with CrowdTruth disagreement analytics to capture ambiguity. In addition, we provide the raw crowdsourcing data used to compile this ground truth, as well as the task templates used to collect the data on CrowdFlower.
DOI: 10.5281/zenodo.50628
title: Baby

description: This is an item called baby
DOI: 10.5281/zenodo.45015
title: Heat Stress Exposure Maps - Base Scenario 1986 - 2005: Berlin, Germany

description: <strong>Average number of heatwave days per year versus socio economic data - base scenario (1986-2005)</strong>

Heat stress exposure maps for the city of Berlin representing the average number of heatwave days per year versus socio economic data per statistical unit.  The average number of heatwave days per year has been modelled over the reference period 1986-2005 using the present land use / cover situation for the city.

<strong>Exposure mapping variable include the following:</strong>

Total population 2013

Population density inhabitants per hectare 2013

Number of inhabitants aged 0 to 17 years 2013

Number of inhabitants aged 18 to 65 years 2013

Number of inhabitants aged +65 years 2013

Number of schools 2014

Number of childcare centers 2014

Number of hospitals 2014

Number of elderly stay facilities 2014
description: * This item contains the description and data set only, Berlin mapping (3 x) are uploaded separately, under the same title

* Complete data set and mapping are available at NACLIM: Impact on Urban System http://naclim.zmaw.de/Impact-Urban-Systems.2227.0.html
DOI: 10.5281/zenodo.34146
title: Data From "Linked Coupled Cluster Monte Carlo"

description: We consider a new formulation of the stochastic coupled cluster method in terms of the similarity transformed Hamiltonian. We show that improvement in the granularity with which the wavefunction is represented results in a reduction in the critical population required to correctly sample the wavefunction for a range of systems and excitation levels and hence leads to a substantial reduction in the computational cost. This development has the potential to substantially extend the range of the method, enabling it to be used to treat larger systems with excitation levels not easily accessible with conventional deterministic methods.
DOI: 10.5281/zenodo.31987
title: Supplementary Material Accompanying "Factoring Lexical And Phonetic Phylogenetic Characters From Word Lists"

description: This repository contains the scripts and the data that were used to run the analyses for the paper "Factoring lexical and phonetic phylogenetic characters from word lists". For details, please refer to the README.md file provided along with the dataset. If you run into problems replicating the analysis, please do not hesitate to contact the authors.
DOI: 10.17632/tmdphz3b82.1
title: Social media data use by Spanish libraries

description: Social media data from Spanish academic libraries. Doctoral dissertation about use of social media and profitability of the use of social media by libraries
DOI: 10.15129/e8c87c4d-4904-45ae-a4a5-a854fa1e3214
title: A single emitting layer white OLED based on exciplex interface emission

description: A new triaryl molecule based on a benzene-benzothiadiazole-benzene core has been applied in a WOLED device. This very simple molecule emits from a combination of emissive states (exciton/electromer/exciplex/electroplex) to give white light with CIE coordinates of (0.38, 0.45) and a colour temperature of 4500K.

The dataset consists of two folders. One folder contains a Word document with modelling information on compound 1 and TPA exciplex. The NMA, MALDI, HMRS folder contains a sub-folder of raw data files. There is also two supporting Word documents on NMR spectra and HRMS, and an Adobe pdf relating to Compound 1 MALDI.
DOI: 10.5281/zenodo.50352
title: Introduced-Stability: First Release Of Introduced Stability Model

description: First release for the model associated with the "Introduced omnivores can increase stability in a tri-trophic model" manuscript.
DOI: 10.17632/jm8ygdf9hm.2
title: Supplementary Table 1 - Smp List

description: Protein list of the next generation Schistosoma mansoni protein array.
DOI: 10.5281/zenodo.50697
title: Combine Archive Show Case

description: <strong>DO NOT USE.</strong>

Find the actual publication: https://dx.doi.org/10.6084/m9.figshare.3427271.v1<br>
Contribute at: https://github.com/SemsProject/CombineArchiveShowCase
DOI: 10.5281/zenodo.50653
title: Performance Of Current Eco-Routing Methods - Experiment Data

description: Dataset on which "Performance of current eco-routing methods" study is based on. Presented at Intelligent Vehicles Symposium, 2016.
DOI: 10.17632/r73dvcvvf3.1
title: Dataset of Depressive symptoms, loss of appetite and undernutrition among treated HIV patients: a cross sectional study in Goma, the Democratic Republic of Congo

description: Data used for the manuscript entitled: Depressive symptoms, loss of appetite and undernutrition among treated HIV patients: a cross sectional study in Goma, the Democratic Republic of Congo.
DOI: 10.17632/244xxbf5yt.1
title: Dataset : Disclosure of HIV Status and its impact on the loss to follow-up of HIV-infected patients on potent antiretroviral therapy programs in a conflict and post conflict setting: A retrospective Cohort Study from Goma, the Democratic Republic of Congo

description: Dataset used for: Disclosure of HIV Status and its impact on the loss to follow-up of HIV-infected patients on potent antiretroviral therapy programs in a conflict and post conflict setting: A retrospective Cohort Study from Goma, the Democratic Republic of Congo
DOI: 10.17632/6rhpz4fvn9.1
title: Dataset: Determinants of survival in HIV patients receiving antiretroviral therapy in Goma, Democratic Republic of Congo

description: Dataset used for: Determinants of survival in HIV patients receiving antiretroviral therapy in Goma, Democratic Republic of Congo
DOI: 10.17632/9fx2cx68mt.1
title: Sataset for Food insecurity and undernutrition in treated HIV patients a (post-) conflict setting: A cross sectional study from Goma, Eastern Democratic Republic of Congo

description: Dataset used for the manuscript : Food insecurity and undernutrition in treated HIV patients a (post-) conflict setting: A cross sectional study from Goma, Eastern Democratic Republic of Congo
DOI: 10.17632/9fx2cx68mt.2
title: Dataset for Food insecurity and undernutrition in treated HIV patients a (post-) conflict setting: A cross sectional study from Goma, Eastern Democratic Republic of Congo

description: Dataset used for the manuscript : Food insecurity and undernutrition in treated HIV patients a (post-) conflict setting: A cross sectional study from Goma, Eastern Democratic Republic of Congo
DOI: 10.17632/dzv8x8wcfg.1
title: Dataset for Predictors of persistent anaemia in the first year of antiretroviral therapy: A retrospective Cohort Study from Goma, the Democratic Republic of Congo.

description: Dataset used for: Predictors of persistent anaemia in the first year of antiretroviral therapy: A retrospective Cohort Study from Goma, the Democratic Republic of Congo.
DOI: 10.5281/zenodo.50722
title: Gene Genealogy Interrogation Advances Resolution Of Recalcitrant Phylogenies

description: Addressing phylogenetic problems using complex genomic datasets usually proceeds either via concatenation of all gene sequences into a supermatrix for model-based analysis or by estimation of individual gene genealogies to produce a summary tree under the coalescent. No approach is without shortcomings, as concatenation can amplify undesired biases and coalescent approaches can be sensitive to gene tree estimation error. Here, we present a method to account for gene tree error in genome-wide datasets by individually interrogating gene fragments in a statistical framework using topology tests. We apply this method to resolve controversial relationships within the largest freshwater fish radiation using newly generated exon-wide data (1051 loci) for 225 species. While both concatenation and coalescent methods reveal substantial incongruence, our novel approach resolves the interrelationships of major lineages with high confidence. We investigate the utility of our method by reanalysing published datasets for other emblematic groups proven recalcitrant to phylogenetic resolution.
description: Datasets
DOI: 10.5281/zenodo.50737
title: Ore 2015 User Submitted Ontologies

description: This dataset contains the user submitted ontologies of the ORE competition 2015. The files are intended purely for use in reasoner benchmarking actitivities. The open access extends only to this purpose. All individual ontologies in the dataset have their own license restrictions which still apply when a use other than reasoner benchmarking is intended. If you are the copyright holder of one of the ontologies in the set and want your ontology removed, please contact us here (http://owl.cs.manchester.ac.uk/contact/).

More information can be found at

http://owl.cs.manchester.ac.uk/publications/supporting-material/ore-2015-report/

See also:

http://ceur-ws.org/Vol-1457/SSWS2015_paper1.pdf
DOI: 10.5281/zenodo.50738
title: Ore 2015 Reasoning Systems

description: This dataset contains the executable versions of all reasoning systems that participated in the ORE reasoner competition in 2015. The files are intended purely for use in reasoner benchmarking activities. The open access extends only to this purpose. All individual reasoners in the dataset have their own license restrictions which still apply when a use other than reasoner benchmarking is intended.  If you are a reasoner developer and want your reasoner removed, please contact us here (http://owl.cs.manchester.ac.uk/contact/).

More information can be found at 

http://owl.cs.manchester.ac.uk/publications/supporting-material/ore-2015-report/
DOI: 10.17632/sbxkzhy7h6.1
title: Topographic data generated from oblique aerial photos in Minami-Aso, Kumamoto, Japan just after the April 2016 earthquake

description: Numerous landslides occurred when the Mw 7.0 earthquake hit Kumamoto area in western Japan on April 16, 2016. The most distinct landslide was observed in Minami-Aso Village, where a bridge was destroyed by the landslide. This datasets comprise 3-dimensional topographic models of the landslide at Minami-Aso, produced just after the source data (oblique aerial photographs) became available online. The first version is the result of prompt data processing of those original photographs using the technique of Structure-from-Motion Multi-View Stereo (SfM-MVS) photogrammetry. - data type: point cloud (LAZ), digital elevation model (DEM) (GeoTIFF), hillshade image (GeoTIFF), orthorectified image (GeoTIFF) - projection: Japan Plane Rectangle CS II (datum: JGD 2000)
DOI: 10.5281/zenodo.50657
title: Gamma Frequency And The Spatial Tuning Of Primary Visual Cortex Pt.1

description: <strong>Analysed pRF mapping data: </strong>

S1-4.zip: Subjects 1-4 & Extract_Data.m MatLab function.

S5-7.zip: Subjects 5-7

S8-10.zip: Subject 8-10

Unzip all ten subject folders into a directory. Type 'help Extract_Data' for an explanation of how to extract the pRF size and surface area data.

<strong>MEG gamma data:</strong>

S1.zip: Subject 1 MEG_MergedData S1.mat S1.dat

S2.zip: Subject 2 MEG_MergedData S2.mat S2.dat

S3.zip: Subject 3 MEG_MergedData S3.mat S3.dat

S4.zip: Subject 4 MEG_MergedData S4.mat S4.dat

S5.zip: Subject 5 MEG_MergedData S5.mat S5.dat
DOI: 10.5281/zenodo.46183
title: Aboveground Microclimate At Safe 2013 - 2015

description: Relative humidity and temperature logger data from over 130 sites across the SAFE landscape. The three files include the original quality checked sources put together by Stephen Hardwick from individual logger records and the compiled dataset in two formats. See details here: http://forestecology.net/dokuwiki/safe/safe_data/climate/microclimate
DOI: 10.48370/ofd/pnfq4h
title: Apodemus flavicollis - 23752, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1960-05-26, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/eelaze
title: Apodemus flavicollis - 35530, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1964-06-02, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/gbwuac
title: Apodemus flavicollis - 117417, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1975-09-19, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/shxq30
title: Apodemus flavicollis - 163419, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1994-09-16, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/qseqsi
title: Apodemus flavicollis - 8856, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1955-06-13, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/mg8sas
title: Apodemus flavicollis - 156300, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1987-10-27, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/ruz9m1
title: Apodemus flavicollis - 161067, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1991-09-21, in: Białowieża National Park, Poland. Material type:
DOI: 10.5281/zenodo.6583263
title: Fuse2Control pretrain_train_data_PPO.pkl

description: Dataset collected for pretraining latent state of comparing methods.
DOI: 10.5281/zenodo.6583262
title: Fuse2Control pretrain_train_data_PPO.pkl

description: Dataset collected for pretraining latent state of comparing methods.
DOI: 10.48370/ofd/udtinm
title: Apodemus flavicollis - 85179, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1969-04-17, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/gvjqxk
title: Apodemus flavicollis - 125708, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1977-10-04, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/fzxo6p
title: Apodemus flavicollis - 131738, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1979-07-07, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/pdgk4a
title: Apodemus flavicollis - 25796, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1961-09-02, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/jljmqs
title: Apodemus flavicollis - 1019, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1953-05-31, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/lwdzon
title: Apodemus flavicollis - 72344, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1968-03-24, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/39renl
title: Apodemus flavicollis - 155552, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1987-07-21, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/59raot
title: Apodemus flavicollis - 9884, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1955-07-03, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/nx2wbe
title: Apodemus flavicollis - 138904, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1981-07-15, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/gzewyl
title: Apodemus flavicollis - 152629, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1986-05-20, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/i2bwbc
title: Apodemus flavicollis - 81268, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1968-09-21, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/evsifz
title: Apodemus flavicollis - 33758, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1963-10-06, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/5rspup
title: Apodemus flavicollis - 82706, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1968-10-20, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/aewh9l
title: Apodemus flavicollis - 153530, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1986-09-24, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/es6sya
title: Apodemus flavicollis - 155826, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1987-09-19, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/bsfeo0
title: Apodemus flavicollis - 716, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1953-05-05, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/90kj3m
title: Apodemus flavicollis - 33099, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1963-08-31, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/emjj83
title: Apodemus flavicollis - 28460, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1962-07-26, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/ujuz2i
title: Apodemus flavicollis - 151906, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1985-09-30, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/e2zoxw
title: Apodemus flavicollis - 51307, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1966-03-07, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/v5da2j
title: Apodemus flavicollis - 125623, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1977-10-01, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/7pnbjr
title: Apodemus flavicollis - 45829, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1965-09-14, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/qqjcnu
title: Apodemus flavicollis - 26516, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1961-11-14, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/isqsiy
title: Apodemus flavicollis - 151814, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1985-09-25, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/q8ty3o
title: Apodemus flavicollis - 148598, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1983-09-18, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/xxwilh
title: Apodemus flavicollis - 7013, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1954-10-19, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/m26dll
title: Apodemus flavicollis - 151913, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1985-09-30, in: Białowieża National Park, Poland. Material type:
DOI: 10.48370/ofd/a9udta
title: Apodemus flavicollis - 1094, Zoological collection of the Mammal Research Institute, PAS

description: Apodemus flavicollis (Yellow-necked mouse) from Zoological collection of the Mammal Research Institute, PAS. Collected 1953-06-01, in: Białowieża National Park, Poland. Material type: