cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60797/irj.2025.161.15.2
title: Таблица взаимосвязи индивидуальных копинг-стратегий молодых людей и девушек с компонентами взрослой романтической привязанности

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.8.1
title: Причины трудоустройства не по профессии/специальности

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.15468/dl.y74hhv
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucocintractia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 278 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038588-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60797/irj.2025.161.8.2
title: Данные об уровне безработицы выпускников образовательных организаций среднего профессионального образования

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.12.5
title: Характеристика коров представителей линий различного происхождения

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.8.3
title: Данные о соответствии должности трудоустроенных выпускников 2021-2023 гг. выпуска специальности, полученной в образовательной организации среднего профессионального образования

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.1.3
title: Зависимость выхода БАС листьев стевии от времени настаивания на кипящей водяной бане

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.1.4
title: Зависимость выхода БАС листьев стевии от соотношения «сырье-экстрагент»

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.1.5
title: Зависимость выхода БАС листьев стевии от степени измельченности сырья

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.1.6
title: Суммарное содержание гидроксикоричных кислот в высушенных стевии листьях

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.1.8
title: Внутрилабораторная воспроизводимость

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.60797/irj.2025.161.1.9
title: Результаты определения правильности методики

description: Международный научно-исследовательский журнал, Выпуск 11 (161) 2025
DOI: 10.15468/dl.7qhgbp
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON ((-73.173752 45.53377, -73.124313 45.53377, -73.124313 45.569832, -73.173752 45.569832, -73.173752 45.53377))",
 "TaxonKey is Tracheophyta",
 "Year is greater than 2010",
 "GadmGid is CAN.11_1",
 "DatasetKey is one of (Herbier Louis-Marie (QFA) - Collection de plantes vasculaires, Herbier du Québec (QUE) - Collection de plantes vasculaires, Jardin botanique de Montréal (JBM), Marie-Victorin Herbarium (MT) - Plantes vasculaires, National Collection of Vascular Plants (DAO), UQTR-herbarium (Herbier Estelle-Lacoursière))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038589-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52pska
title: Occurrence Download

description: A dataset containing 140284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December, January)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pycnonotus",
 "Year 2010-2025"
 ]
}

 The dataset includes 140284 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038539-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17627151
title: Generated Software Requirements From User Stories

description: This dataset contains software requirements generated by multiple Large Language Models (LLMs) based on a set of standardized user stories. It was created to support an experimental study examining how different LLMs perform in requirements generation and how structured prompting affects the quality of the produced requirements.

For every requirement, the dataset includes the generated text, the source user story, the model used, the prompting condition, and several quality-related measures calculated during the experiment:





Classification result (Functional / Non-Functional)




Ambiguity Score




Semantic Similarity to the user story




Passive-voice detection




5W1H completeness score (Who, What, When, Where, Why, How)




Readability metrics (Flesch-Kincaid Eease, Flesch-Kincaid Grade Level, Gunning Fog Index)



The dataset is intended for research on LLM behavior in requirements generation, comparison of prompting strategies, and analysis of requirement clarity, completeness, and language quality.
DOI: 10.5281/zenodo.17627150
title: Generated Software Requirements From User Stories

description: This dataset contains software requirements generated by multiple Large Language Models (LLMs) based on a set of standardized user stories. It was created to support an experimental study examining how different LLMs perform in requirements generation and how structured prompting affects the quality of the produced requirements.

For every requirement, the dataset includes the generated text, the source user story, the model used, the prompting condition, and several quality-related measures calculated during the experiment:





Classification result (Functional / Non-Functional)




Ambiguity Score




Semantic Similarity to the user story




Passive-voice detection




5W1H completeness score (Who, What, When, Where, Why, How)




Readability metrics (Flesch-Kincaid Eease, Flesch-Kincaid Grade Level, Gunning Fog Index)



The dataset is intended for research on LLM behavior in requirements generation, comparison of prompting strategies, and analysis of requirement clarity, completeness, and language quality.
DOI: 10.15468/dl.egnbwf
title: Occurrence Download

description: A dataset containing 1033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moreaua",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1033 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038590-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3nppp
title: Occurrence Download

description: A dataset containing 2545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Amanita muscaria"
 ]
}

 The dataset includes 2545 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038591-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.33514.58566
title: Devs.bot Tengri Bot and Devsmap
DOI: 10.15468/dl.fkvujk
title: Occurrence Download

description: A dataset containing 183774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diplachne fusca fascicularis, Diplachne fusca uninervia, Chamaecrista nictitans patellaria, Mimosa pudica unijuga, Mucuna pruriens utilis, Sesbania sesban bicolor, Vicia villosa varia, Silene latifolia alba, Amaranthus capensis uncinatus, Iresine diffusa herbstii, Ipomoea carnea fistulosa, Sonchus arvensis uliginosus, Helianthus debilis cucumerifolius, Avena sterilis ludoviciana, Cucumis melo agrestis, Eucalyptus globulus maidenii, Cleome rutidosperma burmanni, Ocimum gratissimum suave)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Material sample)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 183774 records from 1736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038581-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t7223
title: Occurrence Download

description: A dataset containing 3932 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización biótica en predios de los municipios de Restrepo y Cumaral, departamento del Meta"
 ]
}

 The dataset includes 3932 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000513-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0444077
title: Replication Data for: Slow Burn: Weak Energy Transition in a Growing Economy

description: Despite impressive recent gains in income (now classified by the World Bank as a ``high income country''), and access to alternative heating systems, Chileans continue to have amongst the highest levels of per-capita wood consumption in the world, with serious attendant health and environmental implications. In this paper, we estimate the income elasticity of the use of firewood as a primary residential heating system in Chilean households. Our estimate accounts for the country’s climatic, geographic, and socio-demographic variation; controls for multiple levels of fixed-effects and covariates; and accounts for selection---as some households choose no heating systems whatsoever. We find that an increase of income of 10\% decreases the probability of firewood use by about one-tenth of a percentage point, a statistically significant but economically trivial effect. This result, consistent across various robustness checks, provides evidence for an extremely weak income-based energy transition in Chile. It implies that passive environmental policy, expecting a reduction of firewood use exclusively from income growth will fail. If the Chilean government’s aim is to lower the detrimental health and environmental outcomes associated with firewood use, they will have to adopt more aggressive approaches.
DOI: 10.14288/1.0425269
title: Minimal impact of chronic proprioceptive loss on implicit sensorimotor adaptation and perceived movement outcome

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Implicit sensorimotor adaptation keeps our movements well-calibrated amid changes in the body and environment. We have recently postulated that implicit adaptation is driven by a perceptual error: the difference between the desired and perceived movement outcome. According to this perceptual re-alignment model, implicit adaptation ceases when the perceived movement outcome – a multimodal percept determined by a prior belief conveying the intended action, the motor command, and feedback from proprioception and vision – is aligned with the desired movement outcome. Here, we examined the role of proprioception in implicit motor adaptation and perceived movement outcome by examining individuals who experience deafferentation (i.e., individuals with impaired proprioception and touch). We used a modified visuomotor rotation task designed to isolate implicit adaptation and probe perceived movement outcome throughout the experiment. Surprisingly, both implicit adaptation and perceived movement outcome were minimally impacted by chronic deafferentation, posing a challenge to the perceptual re-alignment model of implicit adaptation.&lt;/p&gt;
DOI: 10.14288/1.0444132
title: Replication Data for "Efficacy of an exoskeleton-based physical therapy program for non-ambulatory patients during subacute stroke rehabilitation: a randomized controlled trial"

description: The dataset belongs to: Louie DR, Mortenson WB, Durocher M, Schneeberg A, Teasell R, Yao J, Eng JJ. Efficacy of an exoskeleton-based physical therapy program for non-ambulatory patients during subacute stroke rehabilitation: a randomized controlled trial. J Neuroeng Rehabil. 2021 Oct 10;18(1):149.
DOI: 10.14288/1.0445106
title: Replication Data for: Spatial distribution of fishmeal and fish oil factories around the globe

description: Fishmeal and fish oil (FMFO) are critical inputs for the compound aquatic feeds sustaining the fed aquaculture sector, yet there is limited publicly available information on the location of FMFO production factories around the globe. This makes it difficult to assess the environmental, social, and economic impacts of individual factories and the industry’s footprint as a whole. To fill this knowledge gap, we compiled location data for FMFO factories across 63 producing countries. We identified 506 factories owned and/or operated by 413 companies. We provide an open-source database that includes FMFO factory locations, company names and websites, and raw material types. This study offers a first look at the spatial distribution of the FMFO industry and serves as a valuable resource for marine resource managers and policymakers. Knowing the locations of factories and where FMFO production is concentrated can inform the development of cooperative national and international policies to ensure environmentally and socially responsible standards.
DOI: 10.14288/1.0444178
title: Regional differences in leaf evolution facilitate photosynthesis following severe drought

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Characterizing physiological and anatomical changes that underlie rapid evolution following climatic perturbation can broaden our understanding of how climate change is affecting biodiversity. It can also provide evidence of cryptic adaptation despite stasis at higher levels of biological organization.&lt;/p&gt; &lt;p&gt;Here we compared evolutionary changes in populations of &lt;em&gt;Mimulus cardinalis &lt;/em&gt;from historically different climates in the north and south of the species’ range following an exceptional drought. We grew seeds produced from pre-drought ancestral plants alongside peak-drought descendants in a common greenhouse and exposed them to wet and dry conditions.&lt;/p&gt; &lt;p&gt;Prior to the drought, northern ancestral populations expressed traits contributing to drought escape, while southern ancestral populations expressed drought avoidance. Following the drought, both regions evolved to reduce water loss and maintain photosynthesis in dry treatments (drought avoidance), but via different anatomical alterations in stomata, trichomes, and palisade mesophyll. Additionally, southern populations lost the ability to take advantage of wet conditions.&lt;/p&gt; &lt;p&gt;These results reveal rapid evolution towards drought avoidance at an anatomical level following an exceptional drought, but suggest that differences in the mechanisms between regions incur different trade-offs. This sheds light on the importance of characterizing underlying mechanisms for downstream life-history and macromorphological traits.&lt;/p&gt;
DOI: 10.14288/1.0445256
title: Regional differences in leaf evolution facilitate photosynthesis following severe drought

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Characterizing physiological and anatomical changes that underlie rapid evolution following climatic perturbation can broaden our understanding of how climate change is affecting biodiversity. It can also provide evidence of cryptic adaptation despite stasis at higher levels of biological organization.&lt;/p&gt; &lt;p&gt;Here we compared evolutionary changes in populations of &lt;em&gt;Mimulus cardinalis &lt;/em&gt;from historically different climates in the north and south of the species’ range following an exceptional drought. We grew seeds produced from pre-drought ancestral plants alongside peak-drought descendants in a common greenhouse and exposed them to wet and dry conditions.&lt;/p&gt; &lt;p&gt;Prior to the drought, northern ancestral populations expressed traits contributing to drought escape, while southern ancestral populations expressed drought avoidance. Following the drought, both regions evolved to reduce water loss and maintain photosynthesis in dry treatments (drought avoidance), but via different anatomical alterations in stomata, trichomes, and palisade mesophyll. Additionally, southern populations lost the ability to take advantage of wet conditions.&lt;/p&gt; &lt;p&gt;These results reveal rapid evolution towards drought avoidance at an anatomical level following an exceptional drought, but suggest that differences in the mechanisms between regions incur different trade-offs. This sheds light on the importance of characterizing underlying mechanisms for downstream life-history and macromorphological traits.&lt;/p&gt;
DOI: 10.14288/1.0444182
title: Smart Discharges to improve pediatric post-discharge survival

description: &lt;br/&gt;&lt;strong&gt;Background:&lt;/strong&gt; In Sub-Saharan Africa, pediatric post-discharge death is increasingly recognized as an important contributor to mortality. Current studies evaluating interventional approaches for post-discharge mortality focus on pharmacologic therapy, though only malaria prophylaxis post-discharge appears effective. Approaches to reduce vulnerability through health system strengthening approaches may further help to improve outcomes. This study aimed to evaluate the impact of a risk-differentiated approach to improved peri-discharge care on post-discharge mortality among children under 60 months.&lt;br /&gt; &lt;br /&gt;&lt;strong&gt;Methods:&lt;/strong&gt; We conducted a prospective parallel cluster crossover trial at 6 hospitals in Uganda. Children &lt;60 months admitted due to suspected infectious illness were eligible for enrollment. Phase 1 was a comparative control. During phase 2, enrolled children were screened for post-discharge mortality risk at admission using a multivariable risk algorithm. All children received counselling on post-discharge care practices during admission and at discharge. High-risk children received referrals and automated SMS engagement at 2, 7 and 14 days at a clinic of their choice, or by a community health worker. Survival analysis, adjusting for age, sex, site, period time and predicted risk of mortality was used to estimate the effect of the intervention on 6-month all-cause post-discharge mortality.&lt;br /&gt; &lt;br /&gt;&lt;strong&gt;Findings:&lt;/strong&gt; 13,050 patients were enrolled (phase 1: n=6954; phase 2: n=6096) and had complete 6-month follow-up. Baseline characteristics were similar between groups. The median age was 0.8 months (IQR: 0.2-1.7), with 56% of participants male. The multivariable risk algorithm gave a mean predicted risk of post-discharge mortality of 6.1% in phase 1 and 5.9% in phase 2. The rate of post-discharge mortality was 6.0% during phase 1 and 4.9% during phase 2, with an adjusted hazard ratio of 0.77 (95% CI – 0.90), favoring the intervention. Additional sensitivity analysis using different sets of covariates in the model showed similar results. &lt;br /&gt; &lt;br /&gt;&lt;strong&gt;Ethics Declaration:&lt;/strong&gt; These studies were approved by the Mbarara University of Science and Technology (No. 15/10-16), the Uganda National Council for Science and Technology (HS 2207), and the University of British Columbia (H16-02679).&lt;br /&gt;
DOI: 10.14288/1.0446854
title: Smart Discharges Uganda Under 5: Phase II clinical data of children 0-6 months

description: This data is a subset of the Smart Discharges Uganda Under 5 years parent study and is specific to the Phase II interventional cohort of children aged 0-6 months. &lt;br&gt; &lt;br/&gt;&lt;strong&gt;Objective(s):&lt;/strong&gt; Used as part of the Smart Discharge prediction modelling for adverse outcomes such as post-discharge death and readmission. &lt;br&gt; &lt;br /&gt;&lt;strong&gt;Data Description:&lt;/strong&gt; All data were collected at the point of care using encrypted study tablets and these data were then uploaded to a Research Electronic Data Capture (REDCap) database hosted at the BC Children’s Hospital Research Institute (Vancouver, Canada). At admission, trained study nurses systematically collected data on clinical, social and demographic variables. Following discharge, field officers contacted caregivers at 2 and 4 months by phone, and in-person at 6 months, to determine vital status, post-discharge health-seeking, and readmission details. Verbal autopsies were conducted for children who had died following discharge. . &lt;br&gt; &lt;br /&gt;&lt;strong&gt;Data Processing:&lt;/strong&gt; Created z-scores for anthropometry variables using height and weight according to WHO cutoff. Distance to hospital was calculated using latitude and longitude. Extra symptom and diagnosis categories were created based on text field in these two variables. BCS score was created by summing all individual components.&lt;br&gt; &lt;br /&gt;&lt;strong&gt;Limitations:&lt;/strong&gt; There are missing dates and the admission, discharge, and readmission dates are not in order. &lt;br&gt; &lt;br /&gt;&lt;strong&gt;Ethics Declaration:&lt;/strong&gt; This study was approved by the Mbarara University of Science and Technology Research Ethics Committee (No. 15/10-16), the Uganda National Institute of Science and Technology (HS 2207), and the University of British Columbia / Children & Women’s Health Centre of British Columbia Research Ethics Board (H16-02679). This manuscript adheres to the guidelines for STrengthening the Reporting of OBservational studies in Epidemiology (STROBE).