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Dataset of 500 circular economy definitions with extracted themes within and beyond R-strategies using rule-based NLP
DATASET MIGRATED FROM FIGSHARE: This dataset comprises 500 peer-reviewed circular economy (CE) definitions, annotated with extracted themes within and beyond the R-strategies (R0–R9) using a rule-based Natural Language Processing (NLP) model. Each definition is accompanied by its publication year and reference source, enabling temporal analysis of CE conceptual evolution. The dataset includes:Original CE definitions from academic sourcesPublication year for temporal trend analysisReference information for citation trackingDetected R-strategies (R0–R9) based on predefined keyword listsExtracted themes beyond R-strategies (e.g., economic growth, social equity, eco-innovation)The dataset supports statistical, thematic, and trend analyses of CE definitions, providing insights into integrating sustainability dimensions over time. </p
Search strategies for a review article on youth not in education, employment, or training as co-researchers
DATASET MIGRATED FROM FIGSHARE: Search strategies for a review article on youth not in education, employment, or training as co-researchers are described.</p
Replication data for: Microbiome of a cruise ship: Analysis of the microbiome found on surfaces and crew members' hands
DATASET MIGRATED FROM FIGSHARE: Extended data for the article with the same title.- Supplementary Table 1- Information letters and- Consent form</p
Task-shifting in Eye Health in High-Income countries - a scoping review protocol.pdf
DATASET MIGRATED FROM FIGSHARE: This document outlines the protocol for a scoping review that aims to map existing research on task-shifting in eye health services in high-income countries. Task-shifting involves reallocating specific tasks from highly specialized professionals to less specialized workers, patients, caregivers, or technology. The review will explore the types of tasks shifted, methods of task-shifting, its effects, and barriers and facilitators to implementation. It follows the JBI methodology and includes studies from 2000 onward in English, German, Dutch, and Scandinavian languages. The findings will support evidence-informed strategies to enhance service delivery and address workforce challenges in vision and eye care</p
Replication Data for: Reflexiones metodológicas y teóricas sobre el análisis de marcadores pragmáticos: ilustraciones a través del estudio de «es que»
Dataset abstract
This dataset contains one data file used to create the graphs and tables in the paper "Reflexiones metodológicas y teóricas sobre el análisis de marcadores pragmáticos: ilustraciones a través del estudio de «es que»". It includes 200 tokens of the pragmatic marker es que. These were retrieved from CORMA, a conversational corpus of peninsular Spanish compiled between 2016 and 2019. The data are annotated for: (i) the position of es que in the speech act, (ii) the function of es que on the metadiscursive dimension, (iii) the presence or absence of a function on the modal dimension, (iv) the function of es que on the modal dimension, (v) the subvalue of es que with regard to attenuation.Article abstract
Although pragmatic markers were considered a marginal linguistic category until the late 1980s, their study has gained considerable attention in recent decades. However, analyzing their pragmatic functions involves multiple challenges. These include the choice between emphasizing macro- or microfunctional categories, deciding on a semasiological or onomasiological approach, addressing their polyfunctionality in specific contexts, and establishing formal criteria to identify concrete pragmatic functions. This study aims to explore these theoretical and methodological options. It is exemplified through a case study of the marker es que, as observed in the colloquial speech of Madrid. Using a representative sample from the CORMA corpus (Corpus Oral de Madrid), it is argued that es que functions as a polyfunctional pragmatic marker with procedural meaning, whose interpretation is shaped by context, and whose analysis requires a multidimensional approach.</p
Colourlab Image Database: Imai’s ColorCheckers (CID:ICC)
Dataset originally published together with related publication in 2014, then republished in DataverseNO in 2025. Dataset contains supplementary data for related publication, in the form of sample scenes with color checker (43 JPEG Image files)
Supporting Data for: Allochrony in Atlantic lumpfish: genomic and otolith shape divergence between spring and autumn spawners
This data set contains two datasets. Firstly, the Single Nucleotide Polymorphism (SNP) genotypes for the Atlantic lumpfish (Cyclopterus lumpus) used in the population genomics study. Samples are collected from fjords around Norway (Sørøya and Namdal). The genotypes are called using whole genome shotgun sequencing approach. Second data is 4th wavelet data for otoliths. From each contour, a total of 512 Cartesian coordinates on each orthogonal projection of the otolith were extracted using the wavelet representation routines developed in MATLAB® language and implemented in the AFORO v-1.1.2 (‘Anàlisi de FORmes d'Otòlits’) web page (http://aforo.cmima.csic.es/index.jsp). The 4th (medium-small detail) wavelet was selected for further analyses, as it is recommended to capture the optimal level of detail for identification of intra-specific populations or morphotypes
Replication Data for: Biological N2-fixation and grain yield of pigeon pea: The role of biochar and conservation agriculture in low-input systems
This dataset contains original research data from Mubende (central Uganda), Alebtong and Gulu (Northern Uganda), for two growing seasons in 2022 and 2023. We investigated the effect of biochar and conservation agriculture on nitrogen derived from the atmosphere (Ndfa%), biological N2-fixation, biomass, grain yield, and soil parameters
Extended data for: The proteoglycan decorin does not influence adiposity, glucose tolerance or aerobic exercise capacity in mice
Supplementary figures to manuscript: The proteoglycan decorin does not influence adiposity, glucose tolerance or aerobic exercise capacity in mice.
Supplementary figure 1: Dcn+/+ mice and Dcn-/- littermates were placed on a HFD for 35 weeks (n=12).
A; mRNA expression in quadriceps muscle. For reverse transcriptase quantitative PCR (RT-qPCR), tissues were homogenized in TRI Reagent solution (Thermo Fisher) and phase-separated by adding chloroform. RNA was then isolated with a Nucleospin RNA extraction kit (Macherey-Nagel) according to the manufacturer’s instructions. cDNA was synthesized with a Tetro cDNA synthesis kit (Bioline). qPCR was performed using TaqMan reagents and predeveloped assays from Applied Biosystems. Raw data is found in "Raw data SFig1a.csv"; CT values in duplicates, as quantified in CFX manager (Bio-Rad).
B; Protein expression in gastrocnemius muscle measured with western blotting. Muscle tissue was homogenized in RIPA buffer and subjected to SDS-PAGE with criterion™ TGX™ gels (Bio-Rad). Protein transfer was done using the Trans-Blot Turbo transfer system and RTA transfer kit (Bio-Rad). For total protein measurements the membranes were either stained with Ponceau S, or visualized with TGX stain-free technology (Bio-Rad) for fluorescent detection of proteins. The membranes were then blocked in Tris buffered saline containing 0.1% Tween-20 and 5% BSA, and incubated over night with primary antibodies in 2.5% BSA in TBS-T. The following antibodies were used: Total OXPHOS rodent antibody cocktail (MitoScience LLC Cat# MS604, RRID:AB_2629281), glycogen synthase (GS; Cell Signaling Technology Cat# 3886, RRID:AB_2116392), phospho-glycogen synthase (pGS; Cell Signaling Technology Cat# 3891, RRID:AB_2116390), Ppargc1a (PGC1α; Santa Cruz Biotechnology Cat# sc-13067, RRID:AB_2166218), PI3 Kinase p85 (Millipore Cat# 06-497, RRID:AB_310141), Stat-3 (Cell Signaling Technology Cat# 4904, RRID:AB_331269) and phopho-Stat3 ((Cell Signaling Technology Cat# 9167, RRID:AB_561284)), Decorin (LF-114 antisera from Fisher et al(19)). For detection we used HRP-conjugated secondary antibodies (Jackson Immunoresearch) and the ChemiDoc™ Touch Imaging System (Bio-Rad). Quantification of band intensities was done in ImageJ and were normalised to loading control (ponceau stain or TGX stain-free fluorescent detection of proteins). For the OXPHOS proteins, the band detected slightly above 50 kDa was assumed to be complex 5 (ATP5A), complex 4 (MTC01) was assumed to be the band at around 40 kDa and complex 2 (SDHB) was detected at around 30 kDa. Raw data is found in "Raw data SFig1b.csv"; band intensities and loading control intensities, as quantified in ImageJ.
Data in Supplementary Figure 1a and 1b are presented as fold change, Dcn-/- relative to Dcn+/+. Statistical testing was done with a student one-sample t-test. *p<0.05, significant difference from 1.
Supplementary Figure 2. Cross sectional view of the tibialis anterior muscle from female (A) and male (B) Dcn+/+ and Dcn-/- mice. Stained with Hematoxylin and eosin stain. Muscle tissue was fixed in 10% phosphate-buffered formalin, embedded in paraffin, sectioned and stained with hematoxylin and eosin for routine histology at the Garvan Histopathology Core Facility. Cross sections from whole muscles were scanned with a 5x lens on a Leica DM 6000 Power Mosaic microscope with a stepping stage for mosaic image acquisition. Fiber cross sectional area and Feret diameter was measured by manual annotation of 50-150 fibers per section, using ImageJ software (RRID:SCR_003070)
Replication Data for: A corpus-based analysis of the Dat-Nom/Nom-Dat alternation in German
Dataset abstract
The dataset includes an annotated sample of N = 13292 German written sentences with a Nominative and a Dative argument. The sentences comprise 76 different verbs taking two alternating object orders: 5591 sentences occur with the Dat-Nom order, 8701 sentences occur with the Nom-Dat order. Each sentence is annotated for Object order, the sentence Verb and several features related to both objects, including: (pro)nominality, pronoun type, referentiality, person, number, definiteness, animacy, and length. The sentences and the two objects are shared in a separate .csv-file. An R Notebook with the data analysis is provided as well as an html file with both the R code and output for the analysis.Article abstract
A subgroup of German Nom-Dat verbs have received considerable attention in the literature due to the propensity of the dative to occur preverbally, which is unexpected on an object analysis of the dative (see references below). Here we argue for an alternative analysis, namely that the relevant verbs alternate between two different argument structures, Dat-Nom and Nom-Dat, and hence that either argument, the dative or the nominative, may be the syntactic subject. Earlier studies have shown that topicalisation of direct arguments is found in ca. 4–12% of the cases in German texts. For comparison, we have extracted 13,000 tokens of 76 verbs from the deTenTen13 corpus and coded them for ten different variables. Our findings support an alternating Dat-Nom/Nom-Dat analysis for these verbs, as 42% of the tokens instantiate the Dat-Nom order and the remnant 58% instantiate the Nom-Dat order. In contexts with full NPs only, the share of Dat-Nom tokens is even higher, 46% compared to 54% Nom-Dat, which altogether excludes a topicalisation analysis of the Dat-Nom word order. In order to throw further light on the alternation, we carry out a multivariate analysis which confirms the effect of topicality, definiteness, length, the animacy of the dative and the inanimacy of the nominative.</p