cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10842115
title: GeoEDdA: A Gold Standard Dataset for Named Entity Recognition and Span Categorization Annotations of Diderot & d'Alembert's Encyclopédie

description: This repository contains a gold standard dataset for named entity recognition and span categorization annotations from Diderot & d’Alembert’s Encyclopédie entries.

The dataset is available in the following formats:



JSONL format provided by Prodigy

binary spaCy format (ready to use with the spaCy train pipeline)


The Gold Standard dataset is composed of 2,200 paragraphs out of 2,001 Encyclopédie's entries randomly selected. All paragraphs were written in 19th-century French.

The spans/entities were labeled by the project team along with using pre-labelling with early machine learning models to speed up the labelling process. A train/val/test split was used. Validation and test sets are composed of 200 paragraphs each: 100 classified under 'Géographie' and 100 from another knowledge domain. The datasets have the following breakdown of tokens and spans/entities.

Tagset



NC-Spatial: a common noun that identifies a spatial entity (nominal spatial entity) including natural features, e.g. ville, la rivière, royaume.

NP-Spatial: a proper noun identifying the name of a place (spatial named entities), e.g. France, Paris, la Chine.

ENE-Spatial: nested spatial entity , e.g. ville de France , royaume de Naples, la mer Baltique.

Relation: spatial relation, e.g. dans, sur, à 10 lieues de.

Latlong: geographic coordinates, e.g. Long. 19. 49. lat. 43. 55. 44.

NC-Person: a common noun that identifies a person (nominal spatial entity), e.g. roi, l'empereur, les auteurs.

NP-Person: a proper noun identifying the name of a person (person named entities), e.g. Louis XIV, Pline.

ENE-Person: nested people entity, e.g. le czar Pierre, roi de Macédoine.

NP-Misc: a proper noun identifying entities not classified as spatial or person, e.g. l'Eglise, 1702, Pélasgique

ENE-Misc: nested named entity not classified as spatial or person, e.g. l'ordre de S. Jacques, la déclaration du 21 Mars 1671.

Head: entry name

Domain-Mark: words indicating the knowledge domain (usually after the head and between parenthesis), e.g. Géographie, Geog., en Anatomie.


HuggingFace

The GeoEDdA dataset is available on the HuggingFace Hub: https://huggingface.co/datasets/GEODE/GeoEDdA

spaCy Custom Spancat trained on Diderot & d’Alembert’s Encyclopédie entries

This dataset was used to train and evaluate a custom spancat model for French using spaCy. The model is available on HuggingFace's model hub: https://huggingface.co/GEODE/fr_spacy_custom_spancat_edda.

Acknowledgement

The authors are grateful to the ASLAN project (ANR-10-LABX-0081) of the Université de Lyon, for its financial support within the French program "Investments for the Future" operated by the National Research Agency (ANR). Data courtesy the ARTFL Encyclopédie Project, University of Chicago.
DOI: 10.6084/m9.figshare.24885113
title: Consolidation improves the learning of new meanings for known words but not necessarily their integration into semantic memory

description: Consolidation is essential to integrating novel words into the mental lexicon; however, its role in learning new meanings for known words remains unclear. This old-form-new-meaning learning is very common, as when one learns that “skate” is also a type of fish in addition to its familiar roller- or ice-skating meaning. To address consolidation effects for new meanings, we compared the behavioural and ERP measures on new and original meanings tested 24 h after learning with words tested immediately after learning. Semantic judgments of both new and original meanings benefitted from the study-test interval. However, N400 amplitudes on studied words – indicators of meaning access from semantic memory – were unaffected by learning or consolidation. These results suggest that while sleep benefits memory for new meanings, the new meanings do not become integrated into the mental lexicon within that period. Instead, episodic retrieval remains functional in accessing new meanings even after 24 h.
DOI: 10.6084/m9.figshare.24885113.v1
title: Consolidation improves the learning of new meanings for known words but not necessarily their integration into semantic memory

description: Consolidation is essential to integrating novel words into the mental lexicon; however, its role in learning new meanings for known words remains unclear. This old-form-new-meaning learning is very common, as when one learns that “skate” is also a type of fish in addition to its familiar roller- or ice-skating meaning. To address consolidation effects for new meanings, we compared the behavioural and ERP measures on new and original meanings tested 24 h after learning with words tested immediately after learning. Semantic judgments of both new and original meanings benefitted from the study-test interval. However, N400 amplitudes on studied words – indicators of meaning access from semantic memory – were unaffected by learning or consolidation. These results suggest that while sleep benefits memory for new meanings, the new meanings do not become integrated into the mental lexicon within that period. Instead, episodic retrieval remains functional in accessing new meanings even after 24 h.
DOI: 10.6084/m9.figshare.24441277
title: Agreement attraction in comprehension: do active dependencies and distractor position play a role?

description: Across four eye-tracking studies and one self-paced reading study, we test whether attraction in subject-verb agreement is affected by (a) the relative linear positions of target and distractor, and (b) the active dependency status of the distractor. We find an effect of relative position, with greater attraction in retro-active interference configurations, where the distractor is linearly closer to the critical verb (Subject…Distractor…V) than in pro-active interference where it is more distant (Distractor…Subject…V). However, within pro-active interference configurations, attraction was not affected by the active dependency status of the distractor: attraction effects were similarly small whether or not the distractor was waiting to complete an upcoming dependency at the critical verb, with Bayes Factor analyses showing evidence in favour of a null effect of active dependency status. We discuss these findings in terms of the decay of activation, and whether such decay is affected by maintenance of features in memory.
DOI: 10.6084/m9.figshare.24441277.v1
title: Agreement attraction in comprehension: do active dependencies and distractor position play a role?

description: Across four eye-tracking studies and one self-paced reading study, we test whether attraction in subject-verb agreement is affected by (a) the relative linear positions of target and distractor, and (b) the active dependency status of the distractor. We find an effect of relative position, with greater attraction in retro-active interference configurations, where the distractor is linearly closer to the critical verb (Subject…Distractor…V) than in pro-active interference where it is more distant (Distractor…Subject…V). However, within pro-active interference configurations, attraction was not affected by the active dependency status of the distractor: attraction effects were similarly small whether or not the distractor was waiting to complete an upcoming dependency at the critical verb, with Bayes Factor analyses showing evidence in favour of a null effect of active dependency status. We discuss these findings in terms of the decay of activation, and whether such decay is affected by maintenance of features in memory.
DOI: 10.34740/kaggle/dsv/7893138
title: Egypt Gold Prices | Daily Updated
DOI: 10.6084/m9.figshare.25441432
title: dataset.csv

description: Data of ultrasound measurements
DOI: 10.25625/bzclyz/inwawh
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/m7i3ys
title: umr.hh

description: :unav
DOI: 10.25625/bzclyz/d51ia2
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/oq8drb
title: ch4_co2.hh

description: :unav
DOI: 10.25625/bzclyz/ucizx9
title: h2_n2.hh

description: :unav
DOI: 10.25625/bzclyz/yrpj5z
title: DumuxMacroScaleMacros.cmake

description: :unav
DOI: 10.25625/bzclyz/fjcekk
title: dfg_logo.gif

description: :unav
DOI: 10.25625/bzclyz/oilbks
title: co2_n2.hh

description: :unav
DOI: 10.25625/bzclyz/5xq4jx
title: dumux-macro-scale.pc.in

description: :unav
DOI: 10.25625/bzclyz/anojvv
title: spatialparams.hh

description: :unav
DOI: 10.25625/bzclyz/tb9amw
title: h2o_h2.hh

description: :unav
DOI: 10.25625/bzclyz/wzfooy
title: h2oh2co2ch4.hh

description: :unav
DOI: 10.25625/bzclyz/xbl1xp
title: problem.hh

description: :unav
DOI: 10.25625/bzclyz/rluldc
title: main.cc

description: :unav
DOI: 10.25625/bzclyz/abodwx
title: h2_co2.hh

description: :unav
DOI: 10.25625/bzclyz/jhqmpp
title: mm_porosity.txt

description: :unav
DOI: 10.25625/bzclyz/7rcyey
title: localresidual.hh

description: :unav
DOI: 10.25625/bzclyz/jmlykp
title: volumevariables.hh

description: :unav
DOI: 10.25625/bzclyz/lzhnk1
title: dune.module

description: :unav
DOI: 10.25625/bzclyz/r51jdr
title: fvlocalassemblerbase.hh

description: :unav
DOI: 10.25625/bzclyz/vfp7sy
title: model.hh

description: :unav
DOI: 10.25625/bzclyz/hrnnbl
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/vypl7q
title: localresidual.hh

description: :unav
DOI: 10.25625/bzclyz/onsgo7
title: model.hh

description: :unav
DOI: 10.25625/bzclyz/wnnuwl
title: h2_ch4.hh

description: :unav
DOI: 10.25625/bzclyz/vojrtl
title: Doxylocal

description: :unav
DOI: 10.25625/bzclyz/vklhcd
title: spatialparams.hh

description: :unav
DOI: 10.25625/bzclyz/iva1fa
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/4ssksv
title: mm_permy.txt

description: :unav
DOI: 10.25625/bzclyz/hqtnup
title: volumevariables.hh

description: :unav
DOI: 10.25625/bzclyz/ypt7x7
title: mm_permx.txt

description: :unav
DOI: 10.25625/bzclyz/tzwu9q
title: README.md

description: :unav
DOI: 10.25625/bzclyz/48tvph
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/jvpdzy
title: properties.hh

description: :unav
DOI: 10.25625/bzclyz/ykimo7
title: params.input

description: :unav
DOI: 10.25625/bzclyz/5ixd2n
title: h2o_co2.hh

description: :unav
DOI: 10.25625/bzclyz/p3bfxo
title: iofields.hh

description: :unav
DOI: 10.25625/bzclyz/uxjo9l
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/vhyhz1
title: ch4_n2.hh

description: :unav
DOI: 10.25625/bzclyz/7o63yn
title: simpleco2.hh

description: :unav
DOI: 10.25625/bzclyz/u9tlfo
title: model.hh

description: :unav
DOI: 10.25625/bzclyz/xchp7k
title: params.input

description: :unav
DOI: 10.25625/bzclyz/cwjejf
title: main.cc

description: :unav
DOI: 10.25625/bzclyz/il8hvm
title: .gitignore

description: :unav
DOI: 10.25625/bzclyz/fealpq
title: properties.hh

description: :unav
DOI: 10.25625/bzclyz/swu7qs
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/bjbpnc
title: CMakeLists.txt

description: :unav
DOI: 10.25625/bzclyz/oxdtba
title: problem.hh

description: :unav
DOI: 10.25625/bzclyz/ttsbib
title: fvlocalresidual.hh

description: :unav
DOI: 10.25625/bzclyz/a275ky
title: iofields.hh

description: :unav
DOI: 10.25625/bzclyz/5vmauh
title: .gitkeep

description: :unav
DOI: 10.25625/bzclyz
title: DuMux code for structured microbial transport

description: The present repository contains the source code of the numerical model for microbial growth and transport in two-phase porous media systems developed in the project "Macro-scale modeling concepts for bacterial growth and transport in advective two-phase porous media systems" (DFG Project number 433108788). The repository consists of two mathematical models (“dumux/porousmediumflow/2pncbiostructured“ and „dumux/porousmediumflow/2pncbio“). In the 2pncbiostructured model the present microbes are separated into two microbial structures. The first structure includes all mobile microorganisms which are suspended in the water phase. Mobile microorganisms emerge by growth from mobile and immobile microorganisms. A growth limiting function is used as a multiplier to the double Monod equation. They are transported with the flow of water and can be immobilized by adhering to solid surfaces. The second structure includes all immobile microorganisms which are attached to solid surfaces. Immobile microorganisms only arise by immobilization/attachment of mobile microorganisms. A re-mobilization is not considered as this was not observed during the experiments. The function of attachment is defined to be irreversible. In addition, the model includes the transport of chemical components. For this, the flow of both phases, the diffusive transport, and the reaction kinetics are taken into account. The microbial reaction rate is proportional to the sum of microbes in both structures and to the rate of microbial growth. In addition, a maintenance consumption is considered. The model is accompanied by a test case (“appl/mmstudy”). The test case simulates a laboratory experiment in which a H2​-CO2​-gas mixture is injected into a micromodel. In the 2pncbio model both microbial structures are merged and microbes are assumed to be immobile. This model is also accompanied by a test case (“appl/umr3d”). This test case at field scale simulates the injection of a H2​-CO2​-gas mixture into a simplified geological structure.
DOI: 10.25625/bzclyz/bvij1x
title: config.h.cmake

description: :unav
DOI: 10.25625/bzclyz/zadnuz
title: model.hh

description: :unav
DOI: 10.6084/m9.figshare.25441402
title: Geometries.7z

description: Presets for the ANSYS numerical calculation.
DOI: 10.6084/m9.figshare.25441402.v1
title: Geometries.7z

description: Presets for the ANSYS numerical calculation.
DOI: 10.23729/51e5ae25-2216-49f7-90ed-027e72dbef7a
title: Koilismaa Set 2 preview

description: Set 2 of Koilismaa data. Collective preview entry at https://doi.org/10.23729/2cbc518e-6f9b-4b3f-ac25-d262a983734b

Preview of PAS dataset https://doi.org/10.23729/25e3b20a-2a87-4bff-add6-6b2103095fd4
DOI: 10.15151/esrf-es-1409737393
title: Italian CryoEM Bag (ICB)

description: This BAG application builds on the development of single particle cryo-EM in the Italian Structural Biology community, as in Italy there is no top-end instrument available. The groups in this application have acquired know-how in cryo.EM through international collaborations or by acquiring medium-level in-house equipment. Access to the CM01 beamline at the ESRF has been instrumental for the achievement of high-profile scientific results and publications in top journals. Presently three screening microscopes are available in Italy, these instruments will boost sample production and the number of applications to CM01. Given these premises a BAG from Italian institutions could ensure timely data collection, nurturing the expansion of the field in Italy and a high-level scientific production.
DOI: 10.6084/m9.figshare.25441579
title: agnecy paper.sav

description: We investigated the impact of ostracism on the sense of agency from the embodied cognition paradigm.
DOI: 10.6084/m9.figshare.25441579.v1
title: agnecy paper.sav

description: We investigated the impact of ostracism on the sense of agency from the embodied cognition paradigm.
DOI: 10.16909/dataset/48
title: Swiss bus fleet inventory from 1940s through 2022 to track technological innovations and their impacts

description: Data regarding the development of a country’s bus fleet over recent decades is seldom available. Nevertheless, possessing such data would inform many potential applications, such as an evaluation of the effects of bus technology advancements, not only on the environment bus also on the comfort for passengers, changes in their mobility or changes in working conditions and occupational exposure of bus drivers. This database highlights the technological evolution of the Swiss bus fleet from 1940 to 2022.

The data was collected through a comprehensive mapping study and verified by contacting Swiss bus companies and consulting experts from the Federal Office of Transport, and the Swiss Public Transport Union. Vehicle approval forms were used to improve the quality of technical data. Buses were classified by model and, for each model, 58 technical characteristics such as suspension, engine and soundproofing were documented in a database. A latent class analysis (LCA) was carried out to classify the buses according to their technological characteristics, including gearbox, suspension, and engine.

The technical database includes 891 bus models, classified into four generations and different types based on latent class analysis. The results highlight the predominance of thermal buses in the Swiss bus fleet and the emergence of hybrid and electric buses since 2010. This inventory documents the evolution of bus technology, its impact on the environmental sustainability, and potential implications for driver occupational exposure.
DOI: 10.34740/kaggle/dsv/7893354
title: AutoXGB
DOI: 10.34740/kaggle/dsv/7893355
title: OnlineFree
DOI: 10.5281/zenodo.10702286
title: Oxford Nanopore sequencing for comprehensive, targeted eukaryotic metagenomics analysis of environmental DNA biodiversity

description: The study of symbiotic organisms from different classes or kingdoms, including those previously unknown, is possible with simultaneous and equally efficient metagenomic analysis of these species. A variety of targeted primer sets are used for eukaryotic metagenomic biodiversity, including those that are universal for specific families, classes, or kingdoms. The most universal for all existing cellular organisms is the presence of ribosomal RNA encoding gene sequences. For eukaryotic sequences, these are 16S and 23s rDNA, and for eukaryotic sequences of nuclear (18S and 28S) and mitochondrial (12S and 16S) ribosomal RNA. Here, we present the application of the eukaryotic metagenomics approach to the simultaneous, quantitative, and unbiased identification of most eukaryotic species.
DOI: 10.5281/zenodo.10702287
title: Oxford Nanopore sequencing for comprehensive, targeted eukaryotic metagenomics analysis of environmental DNA biodiversity

description: The study of symbiotic organisms from different classes or kingdoms, including those previously unknown, is possible with simultaneous and equally efficient metagenomic analysis of these species. A variety of targeted primer sets are used for eukaryotic metagenomic biodiversity, including those that are universal for specific families, classes, or kingdoms. The most universal for all existing cellular organisms is the presence of ribosomal RNA encoding gene sequences. For eukaryotic sequences, these are 16S and 23s rDNA, and for eukaryotic sequences of nuclear (18S and 28S) and mitochondrial (12S and 16S) ribosomal RNA. Here, we present the application of the eukaryotic metagenomics approach to the simultaneous, quantitative, and unbiased identification of most eukaryotic species.
DOI: 10.57967/hf/1938
title: WildfireSimMaps
DOI: 10.5519/qd.40nh9ldk
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.25335913
title: ARDC - Linking Research and Industry to Power up Innovation

description: Mingfang Wu and Jo Dalvean of ARDC discuss linking research and industry to power up innovation.<br>
DOI: 10.6084/m9.figshare.25335913.v2
title: ARDC - Linking Research and Industry to Power up Innovation

description: Mingfang Wu and Jo Dalvean of ARDC discuss linking research and industry to power up innovation.<br>
DOI: 10.6084/m9.figshare.25335913.v1
title: ARDC - Linking Research and Industry to Power up Innovation

description: <b>Mingfang Wu and Jo Dalvea</b><b>n of ARDC </b><b>discuss linking research and industry to power up innovation</b><br>
DOI: 10.5517/ccdc.csd.cc2gfpn8
title: CCDC 2277280: Experimental Crystal Structure Determination

description: Related Article: Jia-Nan Xie, Yun-Lan Li, Hai-Ling Wang, Zi-Xin Xiao, Zhong-Hong Zhu, Fu-Pei Liang, Hua-Hong Zou|2024|Dalton Trans.|53|5665|doi:10.1039/D3DT03314G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gx8h5
title: CCDC 2291287: Experimental Crystal Structure Determination

description: Related Article: Jia-Nan Xie, Yun-Lan Li, Hai-Ling Wang, Zi-Xin Xiao, Zhong-Hong Zhu, Fu-Pei Liang, Hua-Hong Zou|2024|Dalton Trans.|53|5665|doi:10.1039/D3DT03314G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gx8j6
title: CCDC 2291288: Experimental Crystal Structure Determination

description: Related Article: Jia-Nan Xie, Yun-Lan Li, Hai-Ling Wang, Zi-Xin Xiao, Zhong-Hong Zhu, Fu-Pei Liang, Hua-Hong Zou|2024|Dalton Trans.|53|5665|doi:10.1039/D3DT03314G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j6qt9
title: CCDC 2330171: Experimental Crystal Structure Determination

description: Related Article: Andrea Žáková, Pritha Saha, Alexandros Paparakis, Martin Zábranský, Gabriela Gastelu, Jaroslav Kukla, Jorge G. Uranga, Martin Hulla|2024|Chem.Commun.|60|3287|doi:10.1039/D3CC05878F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hyvz9
title: CCDC 2322612: Experimental Crystal Structure Determination

description: Related Article: Pragyan J. Hazarika, Poonam Gupta, Suryanarayana Allu, Naba K. Nath|2024|CrystEngComm|26|1671|doi:10.1039/D3CE01321A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jb6wz
title: CCDC 2333521: Experimental Crystal Structure Determination

description: Related Article: Andrea Žáková, Pritha Saha, Alexandros Paparakis, Martin Zábranský, Gabriela Gastelu, Jaroslav Kukla, Jorge G. Uranga, Martin Hulla|2024|Chem.Commun.|60|3287|doi:10.1039/D3CC05878F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.