cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e245154
title: Abortion Pills In Fujairah | )][(་༘࿐✓|+971)(521786258 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Fujairah

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DOI: 10.6084/m9.figshare.31323271.v1
title: Attention & Focus under Digital Load 2026 (Dataset, n = 353)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience 2026 data series. It examines focus capacity and digital cognitive load in AI-mediated information environments, including sustained attention stability, mental saturation and effort escalation, and behavioural disengagement patterns during digital overload.The dataset includes:<br>• validated 1–7 Likert-scale items<br>• self-reported measures of sustained attention, interruption recovery, and cognitive effort<br>• behavioural indicators of disengagement frequency and focus disruption<br>• multi-select variables stored as canonical semicolon-delimited snake_case tokens<br>• open-text reflections with minimal safe cleaning (trim + newline removal only)<br>• demographic variables across six English-speaking countries<br>• digital life exposure (daily hours online) and AI-tool usage frequencyData were collected on<b> </b>10 February 2026 via Prolific from adults in the UK, US, Australia, Canada, New Zealand, and Ireland.<br>All data were cleaned, anonymised, and processed under the Human Clarity Institute’s machine-readable dataset protocol, which includes:• canonical snake_case variable naming<br>• validated numeric ranges<br>• standardised multi-select formats<br>• minimal safe text cleaning<br>• full alignment with the accompanying data dictionary<br>• removal of Prolific IDs and timestamps<br>• SHA-256 checksums for all files<br>This dataset contributes to understanding how<b> </b>digital information density and AI-mediated environments influence sustained focus, cognitive strain, and decision engagement, supporting longitudinal tracking of human cognitive resilience and behavioural adaptation in AI-integrated digital life, and the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.34740/kaggle/dsv/14815546
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.6084/m9.figshare.31323271
title: Attention & Focus under Digital Load 2026 (Dataset, n = 353)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience 2026 data series. It examines focus capacity and digital cognitive load in AI-mediated information environments, including sustained attention stability, mental saturation and effort escalation, and behavioural disengagement patterns during digital overload.The dataset includes:<br>• validated 1–7 Likert-scale items<br>• self-reported measures of sustained attention, interruption recovery, and cognitive effort<br>• behavioural indicators of disengagement frequency and focus disruption<br>• multi-select variables stored as canonical semicolon-delimited snake_case tokens<br>• open-text reflections with minimal safe cleaning (trim + newline removal only)<br>• demographic variables across six English-speaking countries<br>• digital life exposure (daily hours online) and AI-tool usage frequencyData were collected on<b> </b>10 February 2026 via Prolific from adults in the UK, US, Australia, Canada, New Zealand, and Ireland.<br>All data were cleaned, anonymised, and processed under the Human Clarity Institute’s machine-readable dataset protocol, which includes:• canonical snake_case variable naming<br>• validated numeric ranges<br>• standardised multi-select formats<br>• minimal safe text cleaning<br>• full alignment with the accompanying data dictionary<br>• removal of Prolific IDs and timestamps<br>• SHA-256 checksums for all files<br>This dataset contributes to understanding how<b> </b>digital information density and AI-mediated environments influence sustained focus, cognitive strain, and decision engagement, supporting longitudinal tracking of human cognitive resilience and behavioural adaptation in AI-integrated digital life, and the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.71955/duedata-2026-mlf5ryw6
title: Dataset Discourse Management Constructions in Wikipedia Talk Pages

description: &lt;p&gt;This dataset forms the basis to the paper: Gillmann, M. (2024). Allostructions and stancetaking: a corpus study of the German discourse management constructions Wo/wenn wir gerade/schon dabei sind. Cognitive Linguistics, 35(1), 67-107. &lt;a href="https://doi.org/10.1515/cog-2020-0117"&gt;https://doi.org/10.1515/cog-2020-0117&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Drawing on a corpus study of Wikipedia Talk pages, the paper presents a case study of German discourse management markers such as&lt;em&gt; wo wir gerade dabei sind&lt;/em&gt; ‘Speaking of which’ or &lt;em&gt;wenn wir schon dabei sind&lt;/em&gt; ‘while we’re at it’. Based on the dataset, the observed frequencies of the filler items were compared to the statistically expected ones, using Hierarchical Configural Frequency Analysis and Distinctive Collexeme Analysis. Those measures revealed that there are two different collocational types, namely &lt;em&gt;wo wir/ich gerade bei NP sind/bin&lt;/em&gt; ‘as we are/I am just at NP’ and &lt;em&gt;wenn wir/du schon bei NP sind/bist&lt;/em&gt; ‘as we/you are already at NP’.&lt;/p&gt;
&lt;p&gt;Both serve as discourse management markers, topic orientation markers in particular, whose purpose it is to shift the topic. They involve the same fixed pattern, combining the same categorical slots. However, they diverge in collocational preferences, which reflect functional differences.&lt;/p&gt;
&lt;p&gt;The raw dataset consists of a table, with each row containing one corpus occurrence as well as the lexical filler items of the categorical slots that recurred in both patterns. Those filler items comprise&lt;br&gt;a) the connector slot with the connectors &lt;em&gt;wo &lt;/em&gt;or &lt;em&gt;wenn&lt;/em&gt;,&lt;br&gt;b) the subject slot that in the vast majority of the cases contains a personal pronoun,&lt;br&gt;c) the adverb slot,&lt;br&gt;d) the preposition slot,&lt;br&gt;e) lemmatas occurring in the noun slot that is embedded in a prepositional phrase,&lt;br&gt;f) punctuation marks.&lt;br&gt;These variables are the basis for the collocation measures presented in the paper.&lt;/p&gt;
&lt;b&gt;Methods&lt;/b&gt;
&lt;p&gt;The data come from a sub-corpus of the German Reference Corpus (Deutsches Referenzkorpus, DeReKo) hosted by the Leibniz Institute for the German Language (Mannheim), which consists of all editor discussions associated with specific Wikipedia articles between 2002 and 2017 (&lt;a href="https://www.ids-mannheim.de/digspra/kl/projekte/korpora/archiv/wp/"&gt;https://www.ids-mannheim.de/digspra/kl/projekte/korpora/archiv/wp/&lt;/a&gt;). In this dataset all occurrances of discourse management markers such &lt;em&gt;wo wir gerade dabei sind&lt;/em&gt; or &lt;em&gt;wenn wir schon dabei sind&lt;/em&gt; were extracted and subsequently analyzed.&lt;/p&gt;
DOI: 10.34740/kaggle/dsv/14815542
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.71955/duedata-2026-mlewswn9
title: Booklet for Standard Operational Procedures of DFG SPP2122 Interlaboratory Study measuring the effect of nanoparticles on the entire PBF-LB process chain of AlSi10Mg and PA12

description: &lt;p&gt;An interlaboratory study (ILS) has been designed within the DFG Priority Program 2122 “Materials for Additive Manufacturing” (SPP 2122) for testing nanoparticle-modified and virgin AlSi10Mg and PA12 powder feedstocks along the entire process chain of powder bed fusion using laser beam. The following SOPs are prepared for the central laboratories (CLs) measuring as-produced and used (after PBF-LB processing), virgin and nanoparticle-modified AlSi10Mg and PA12 powder feedstock properties, for PBF-LB participants who are processing as-received and nanoparticle-modified AlSi10Mg and PA12 build jobs, and for the CLs measuring virgin and nanoparticle-modified AlSi10Mg and PA12 as-built part properties to generate FAIR data in SPP2122 ILS.&lt;/p&gt;

&lt;p&gt;Each SOP in the booklet describes procedures of individual measurement techniques and PBF-LB manufacturing plan to collect data for an ILS measuring the effect of nano-modification along the entire PBF-LB process.&lt;/p&gt;
description: Funding: Deutsche Forschungsgemeinschaft (DFG) - Project number 409784234: SPP2122 Coordination Project
DOI: 10.3886/e245156
title: Abortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al Quwain

description: Abortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al Quwain
DOI: 10.6084/m9.figshare.30928703
title: none

description: none<br>
DOI: 10.6084/m9.figshare.30928703.v6
title: none

description: none<br>
DOI: 10.6084/m9.figshare.30928703.v5
title: Metagenome-assembled genomes and viromes from particle-attached and free-living fractions of Osaka Bay in 2022

description: This dataset contains metagenome-assembled genome (MAG) bins and virome assemblies reconstructed from particle-attached (PA) and free-living (FL) marine metagenomic samples collected from Osaka Bay, Japan in 2022. The raw metagenomic sequencing reads used for genome and virome reconstruction have been deposited in the DDBJ Sequence Read Archive (DRA) under BioProject accession PRJDB39950, with run accessions DRR894022–DRR894045.<br>
DOI: 10.6084/m9.figshare.31323274
title: <b>Context-dependent responses of soil microbes and nematodes to grazing: Evidence from a global meta-analysis</b>

description: <b>Data_Context-dependent responses of soil microbes and nematodes to grazing: Evidence from a global meta-analysis</b>
DOI: 10.6084/m9.figshare.31323274.v1
title: <b>Context-dependent responses of soil microbes and nematodes to grazing: Evidence from a global meta-analysis</b>

description: <b>Data_Context-dependent responses of soil microbes and nematodes to grazing: Evidence from a global meta-analysis</b>
DOI: 10.3886/e245157
title: Abortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al Quwain

description: Abortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al Quwain
DOI: 10.4121/782781c2-ce52-42cb-bb05-b604eabb6b85
title: Data supporting the research on bioremediation strategies of the sequential Fenton reaction-biodegradation process for treating PAH-contaminated soil

description: Polycyclic aromatic hydrocarbons (PAH), commonly found in soil and sediment, pose substantial health risks due to their genotoxic, mutagenic, and carcinogenic properties. The sequential Fenton reaction and biodegradation process has been proposed to remediate PAH-contaminated soils. However, reactive oxygen species from the acidic residue of the Fenton reaction inhibits the activity of indigenous bacteria and reduces the effectiveness of subsequent biodegradation. This study develops two specific bioremediation strategies: bioaugmentation and biostimulation. The initial Fenton reaction removes 56–82% of pyrene (Pyr) at an optimized concentration of 14.4 mM Fe<sup>2+</sup> and 206 mM H<sub>2</sub>O<sub>2</sub> for 30 minutes. The subsequent biodegradation process following Fenton’s reaction involves bioaugmentation with neutralophilic or acidic PAH biodegraders. Pyrene biodegradation by acidophilic PAH biodegraders (pseudo-first-order rate constant, <em>k</em>=0.120 day<sup>-1</sup>) is faster than that by neutralophilic PAH biodegraders (<em>k</em>=0.079 day<sup>-1</sup>). <em>Acetobacter</em> sp. and <em>Pseudomonas</em> sp. play important roles as the dominant species during biodegradation, contributing 9.14±1.55 %- 9.22±1.96 % of neutralophilic PAH biodegraders and 22.42±2.81%–27.45±2.89% of acidic PAH biodegraders, respectively. For comparison, another subsequent biodegradation involved PAH biodegraders supplemented with a commercial biostimulant. The biodegradation rate of Pyr by neutralophilic PAH biodegraders (k=0.033 day<sup>-1</sup>) was higher than that by acidic PAH biodegraders (<em>k</em>=0.014 day<sup>-1</sup>). Biomineralization significantly increased to the range of 81.47%-82.88% during the biodegradation process by both neutralophilic and acidophilic PAH biodegraders. This study successfully develops the sequential Fenton reaction and biodegradation process using different bioremediation strategies, providing detailed information for future field-scale contaminated sites.
DOI: 10.4121/782781c2-ce52-42cb-bb05-b604eabb6b85.v1
title: Data supporting the research on bioremediation strategies of the sequential Fenton reaction-biodegradation process for treating PAH-contaminated soil

description: Polycyclic aromatic hydrocarbons (PAH), commonly found in soil and sediment, pose substantial health risks due to their genotoxic, mutagenic, and carcinogenic properties. The sequential Fenton reaction and biodegradation process has been proposed to remediate PAH-contaminated soils. However, reactive oxygen species from the acidic residue of the Fenton reaction inhibits the activity of indigenous bacteria and reduces the effectiveness of subsequent biodegradation. This study develops two specific bioremediation strategies: bioaugmentation and biostimulation. The initial Fenton reaction removes 56–82% of pyrene (Pyr) at an optimized concentration of 14.4 mM Fe<sup>2+</sup> and 206 mM H<sub>2</sub>O<sub>2</sub> for 30 minutes. The subsequent biodegradation process following Fenton’s reaction involves bioaugmentation with neutralophilic or acidic PAH biodegraders. Pyrene biodegradation by acidophilic PAH biodegraders (pseudo-first-order rate constant, <em>k</em>=0.120 day<sup>-1</sup>) is faster than that by neutralophilic PAH biodegraders (<em>k</em>=0.079 day<sup>-1</sup>). <em>Acetobacter</em> sp. and <em>Pseudomonas</em> sp. play important roles as the dominant species during biodegradation, contributing 9.14±1.55 %- 9.22±1.96 % of neutralophilic PAH biodegraders and 22.42±2.81%–27.45±2.89% of acidic PAH biodegraders, respectively. For comparison, another subsequent biodegradation involved PAH biodegraders supplemented with a commercial biostimulant. The biodegradation rate of Pyr by neutralophilic PAH biodegraders (k=0.033 day<sup>-1</sup>) was higher than that by acidic PAH biodegraders (<em>k</em>=0.014 day<sup>-1</sup>). Biomineralization significantly increased to the range of 81.47%-82.88% during the biodegradation process by both neutralophilic and acidophilic PAH biodegraders. This study successfully develops the sequential Fenton reaction and biodegradation process using different bioremediation strategies, providing detailed information for future field-scale contaminated sites.
DOI: 10.5281/zenodo.18617827
title: Efficient Molecular Dynamics of Primary Radiation Damage in Vanadium Using Neuroevolution Potential

description: NEP-V training dataset
DOI: 10.5281/zenodo.18617828
title: Efficient Molecular Dynamics of Primary Radiation Damage in Vanadium Using Neuroevolution Potential

description: NEP-V training dataset
DOI: 10.3886/e245158
title: Abortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al Quwain

description: Abortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al Quwain
DOI: 10.4121/ae67520c-2a3a-4946-805e-51abd1d61165
title: Data underlying the publication: Grain size and fluid effects on the frictional behaviour of simulated carbonate fault gouge

description: This dataset includes:A series of experiments was conducted at the rotary shear apparatus in the HPT Laboratory at Utrecht University. A Python notebook that generates all the plots associated with the manuscript: Size does matter: Effect of grain size distribution on the frictional behavior of simulated carbonate fault gouge
DOI: 10.4121/ae67520c-2a3a-4946-805e-51abd1d61165.v2
title: Data underlying the publication: Grain size and fluid effects on the frictional behaviour of simulated carbonate fault gouge

description: This dataset includes:A series of experiments was conducted at the rotary shear apparatus in the HPT Laboratory at Utrecht University. A Python notebook that generates all the plots associated with the manuscript: Size does matter: Effect of grain size distribution on the frictional behavior of simulated carbonate fault gouge
DOI: 10.15468/4vd4wn
title: Junkerdalen 2025 Coleoptera

description: Beetles sampled with flight interception traps in Junkerdalsura nature reserve during summer 2025. Some traps were within a spruce plantation that the reserve management is removing by cutting or otherwise killing the spruce trees, to restore the native birch forest.
DOI: 10.3886/e245159
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description: Abortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al QuwainAbortion Pills In Umm Al Quwain | )][(་༘࿐✓|+971)(569875040 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Umm Al Quwain
DOI: 10.5281/zenodo.18618154
title: Management on Workers Execution

description: Workers Execution is a key determinant in an organization’s success. For an organization to achieve its goals and objectives, Workerss’ involvement, commitment and motivation plays a key role. Literature have revealed a relationship between Execution management practices and organizational effectiveness while many studies have been subjective in determining the impact of Execution management practices on organizational effectiveness. This study adopted desk review to determine the impact of role clarity and Execution review on organizational effectiveness. It is clear from the literature reviewed that there are gaps in explaining the relationship between the two variables. Different scholars have measured Execution management practices and organizational effectiveness using different measurements. The literature review carried out also revealed that other factors including; leadership, organizational culture and behaviour, Workers engagement, training,top management commitment, globalization, technological capabilities, resilience capabilities and Workerss competencies among others affect the effectiveness and use of Execution management practices. There is need to examine the interrelation between Execution management practices and organizational effectiveness. Managers and supervisors should ensure that deliverables, processes/methods as well as goals and objectives are clear to Workerss. Role content and scope should be clearly defined to avoid role ambiguity and role conflict. Workerss’ Execution should also be reviewed from time to time to ensure that goals and objectives are continuously being met towards the achievement of organizational effectiveness.
DOI: 10.5281/zenodo.18618153
title: Management on Workers Execution

description: Workers Execution is a key determinant in an organization’s success. For an organization to achieve its goals and objectives, Workerss’ involvement, commitment and motivation plays a key role. Literature have revealed a relationship between Execution management practices and organizational effectiveness while many studies have been subjective in determining the impact of Execution management practices on organizational effectiveness. This study adopted desk review to determine the impact of role clarity and Execution review on organizational effectiveness. It is clear from the literature reviewed that there are gaps in explaining the relationship between the two variables. Different scholars have measured Execution management practices and organizational effectiveness using different measurements. The literature review carried out also revealed that other factors including; leadership, organizational culture and behaviour, Workers engagement, training,top management commitment, globalization, technological capabilities, resilience capabilities and Workerss competencies among others affect the effectiveness and use of Execution management practices. There is need to examine the interrelation between Execution management practices and organizational effectiveness. Managers and supervisors should ensure that deliverables, processes/methods as well as goals and objectives are clear to Workerss. Role content and scope should be clearly defined to avoid role ambiguity and role conflict. Workerss’ Execution should also be reviewed from time to time to ensure that goals and objectives are continuously being met towards the achievement of organizational effectiveness.
DOI: 10.3886/e245160
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DOI: 10.6084/m9.figshare.31323076
title: Sotrovimab-Omicron-Data

description: <b>Glycan Shielding and Epitope Reorganization Drive Sotrovimab Resistance in SARS-CoV-2 Omicron Variants</b>
DOI: 10.6084/m9.figshare.31323076.v1
title: Sotrovimab-Omicron-Data

description: <b>Glycan Shielding and Epitope Reorganization Drive Sotrovimab Resistance in SARS-CoV-2 Omicron Variants</b>