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18,621 results for “development;”
User Personas Improve Social Sustainability by Encouraging Software Developers to Deprioritize Antisocial Features
<p>This dataset contains the supplementary material for the paper "User Personas Improve Social Sustainability by Encouraging Software Developers to Deprioritize Antisocial Features".</p> <p>The dataset includes:</p> <ul> <li>Pilot study material and analysis document</li> <li>Task Materials(Instruction, prioritization worksheet, personas, stakeholder map)</li> <li>Instructions for Invigilators (experimental protocol)</li> <li>Consent form (de-identified)</li> <li>Data sheet</li> <li>Preliminary data analysis script and visualizations - Python Notebook</li> <li>Cummulative Link Mixed Model analysis script - R</li> <li>Propotional Odds analysis script - R</li> <li>Instructional videos<br><br>***This version includes written experimental protocol for invigilators, instructional videos for participants and Propotional Odds assumption analysis script.</li> </ul>
Netzero2040: Reaching climate neutrality in Austria by 2040: engaging stakeholders for model-supported scenario development. Data repository
<p><span>This repository contains scenario results in pyam format, qualitative scenario narratives and drivers identified by stakeholders for the NetZero2040 project.</span></p> <p><span>NetZero2040 developed the first independent scenarios achieving climate-neutrality in Austria by 2040. We improve on previous analyses by employing a structured co-creation process involving stakeholders and modellers, simultaneously modelling the whole energy system and the electricity system in great detail, creating shared visions of a climate-neutral future. Results are openly available and have been broadly disseminated in the scientific community and to the public. Our scenarios are differentiated by assumptions on energy demand and imports of energy carriers. They show that a rapid electrification of transport and heating, in combination with a build out rate of renewable energies which is well above historical maxima in the Austrian power system, allow significant emission reductions until 2030, and that these measures are consistently required in all scenarios. However, after 2030 scenarios diverge and uncertainty about the most cost-efficient transformation measures prevail. </span></p>
Evaluating Large Language Models in Summarizing Developer Chat Conversations: A Linguistic Perspective
<p>This is a replication package that includes:</p> <ul> <li>GoldenSet: contains the best summaries by participants for each conversation and the corresponding LLM generated summaries)</li> <li>LinguisticAnalysis_HumanGenerated: linguistic analysis such as speech tags, entities, etc. for summaries created by the Mturk participants (golden set)</li> <li>LinguisticAnalysis_LLMGenerated: linguistic analysis such as speech tags, entities etc. for summaries generated by the large language models</li> </ul> <p> </p>
Data underlying research paper "Developing an open data intermediation business model: insights from the case of Esri"
<p><strong>Data underlying research paper “Developing an open data intermediation business model: insights from the case of Esri” </strong></p> <p>by Ashraf Shaharudin, Bastiaan van Loenen, and Marijn Janssen from Delft University of Technology (TU Delft), the Netherlands.</p> <p>This folder contains data underlying the research paper “Developing an open data intermediation business model: insights from the case of Esri”. It consists of:</p> <p>1. De-identified interview transcripts</p> <p>2. Informed consent form template</p> <p><strong>Note about the de-identified interview transcripts:</strong></p> <p>The de-identified interview transcripts should be read in the context of the research on open data ecosystem and the role of Esri as open data intermediaries.</p> <p>The 27 interviews, involving 29 interviewees, were conducted between April 2023 and April 2024 based on the semi-structured approach. We shared the tentative interview questions with the interviewees in advance (for the majority, at least three working days prior). Since they are semi-structured interviews, the ultimate interview questions may differ from the tentative questions.</p> <p>We removed personally identifiable information from the transcripts. Some interviewees may risk being identifiable if their organization is known. Hence, we removed the organization and country information from all transcripts. </p> <p>With verbal communication, some sentences may be less incomprehensible in writing. Thus, we did minimal edits when transcribing to improve the comprehensibility where necessary, but the main objective was to keep the transcripts as close to verbatim as possible. </p> <p><strong>Note about the informed consent form template:</strong></p> <p>We sent the informed consent form to every interviewee in advance and requested that they return it to us before or during the interview. </p> <p>All interviewees whose interview transcripts are recorded in this document give permission for the anonymized transcript of their interview, with personally identifiable information redacted, to be shared in 4TU.ResearchData repository so it can be used for future research and learning.</p> <p><strong>Acknowledgement:</strong></p> <p>This research is part of the 'Towards a Sustainable Open Data ECOsystem' (ODECO) project. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 955569. The opinions expressed in this document reflect only the author’s view and in no way reflect the European Commission’s opinions. The European Commission is not responsible for any use that may be made of the information it contains.</p>
Confocal images from: Cell density, alignment, and orientation correlate with C-signal-dependent gene expression during Myxococcus xanthus development
<p>Starving <em>Myxococcus xanthus</em> bacteria use short-range C-signaling to coordinate their movements and construct multicellular mounds, which mature into fruiting bodies as rods differentiate into spherical spores. Differentiation requires efficient C-signaling to drive the expression of developmental genes, but how the arrangement of cells within nascent fruiting bodies (NFBs) affects C-signaling is not fully understood. Here, we used confocal microscopy and cell segmentation to visualize and quantify the arrangement, morphology, and gene expression of cells near the bottom of NFBs at much higher resolution than previously achieved. We discovered that "transitioning cells" (TCs), intermediate in morphology between rods and spores, comprised 10 to 15% of the total population. Spores appeared midway between the center and the edge of NFBs early in their development and near the center as maturation progressed. The developmental pattern as well as C-signal-dependent gene expression in TCs and spores were correlated with cell density, the alignment of neighboring rods, and the tangential orientation of rods early in the development of NFBs. These dynamic radial patterns support a model in which the arrangement of cells within the NFBs affects C-signaling efficiency to regulate precisely the expression of developmental genes and cellular differentiation in space and time. Developmental patterns in other bacterial biofilms may likewise rely on short-range signaling to communicate multiple aspects of cellular arrangement, analogous to juxtacrine and paracrine signaling during animal development.</p>
Supplemental tables of Growth, puberty and testicular function in boys born small for gestational age with non-specific disorder of sex development
<p>Being born small for gestational age (SGA) is frequently associated with unexplained disorder of sex development (non-specific DSD) in boys. Little is known about their future growth, puberty and testicular function. Our objective is to determine the long-term endocrine outcome of boys born SGA who have a non-specific DSD. Cases and controls were retrieved through the international DSD registry and retrospective data collected, based on a spreadsheet containing 102 items. 46,XY boys with a non-specific DSD (n = 179) were included. Males born SGA (n=115) were compared to males born appropriate for gestational age (AGA) (n=64). Their growth and pubertal development were compared. Serum LH, FSH, testosterone, AMH and inhibin B levels in infancy and puberty were analyzed to assess testicular function. At two years of age, 30% of boys born SGA had incomplete or absent catch-up growth. Boys born SGA also had higher LH during minipuberty and lower testosterone in stimulation tests (p=.037 and .040 respectively), as compared to boys with non-specific DSD born AGA. No differences were observed in timing or course of puberty or end-pubertal hormone levels. Almost one out of three SGA boys with a non-specific DSD experiences insufficient catch-up growth. In addition, our data suggest dysfunction of infantile Leydig cells or altered regulation of the hypothalamic-pituitary-gonadal axis in SGA boys during childhood. Sex steroid production during puberty seems unaffected. </p>
Dataset for Learning in Continuous Action Space for Developing High Dimensional Potential Energy Models
<p>The NN potentials developed in this study and the other available MLIP methods such as GAP, SNAP, qSNAP, and MEGNET used for benchmarking.</p>
Data from: The quiescent centre of the root apical meristem: Conceptual developments from Clowes to modern times
<p>This data for the review article "The quiescent centre of the root apical meristem: Conceptual developments from Clowes to modern times" published in Journal of Experimental Botany by Joseph G. Dubrovsky and Victor B. Ivanov (<a href="https://doi.org/10.1093/jxb/erab305">https://doi.org/10.1093/jxb/erab305</a>) includes a complete bibliography of Frederick Albert Lionel Clowes in chronological order. The referred article is dedicated to the 100th anniversary of the birth of Clowes, who during his career investigated organization, function, and maintenance of the root apical meristem in plants and who discovered and formulated a concept of the quiescent centre, as a group of cells now considered to be stem cells in plant roots. In the main text, the authors discuss how our understanding and concepts about the root apical meristem and the quiescent centre changed over time, from F.A.L. Clowes to the present times. Before this work, the full bibliography of F.A.L. Clowes was unavailable. This data fills in this gap.</p>
Performance and control strategy development of a PCM enhanced ventilated window system by a combined experimental and numerical study
<p>The dataset includes the published data in the article Performance and control strategy development of a PCM enhanced<br> ventilated window system by a combined experimental and numerical study. Dataset including experimental data and data for numerical validation. For the details of the data description please refer to the paper.</p>
Development of strategy for combined smart ventilated window and PCM energy storage control for residential building energy saving
<p>The dataset includes the published data in the article Development of strategy for combined smart ventilated window and PCM energy storage control for residential building energy saving. For the details of the data description please refer to the paper.</p>
Supplemental Material S2 for "Development of a highly sensitive luciferase-based reporter system to study two-step protein secretion in cyanobacteria"
<p>Table S1. Densitometric analysis of NLuc immunoblot in Fig. 2A.</p> <p>Figure S1. PilA1 quantification in the sheared pili fractions of WT, Δ<em>hfq</em> and Δ<em>pilT1</em> <em>Synechocystis</em> mutants.</p>
FIGURE 3. Begonia nigritarum. A. habit. B. inflorescence. C. staminate flower. D. pistillate flower. E. developing capsule. F. leaf, abaxial view. G. rhizome. Scale bars for A in Begonia ×dinglensis, a natural hybrid of Philippine Begonia section Baryandra, as evidenced by morphological, phylogenetic and cytological data
FIGURE 3. Begonia nigritarum. A. habit. B. inflorescence. C. staminate flower. D. pistillate flower. E. developing capsule. F. leaf, abaxial view. G. rhizome. Scale bars for A is 10 cm, B and G are 1 cm, C–E are 0.5 cm, F is 3 cm. [All photos from Ching-I Peng 23858 (HAST).]
FIGURE 2. Begonia camiguinensis. A. habit. B. inflorescence. C. staminate flower. D. pistillate flower. E. developing capsule. F. leaf, abaxial view. G. rhizome. Scale bars for A in Begonia ×dinglensis, a natural hybrid of Philippine Begonia section Baryandra, as evidenced by morphological, phylogenetic and cytological data
FIGURE 2. Begonia camiguinensis. A. habit. B. inflorescence. C. staminate flower. D. pistillate flower. E. developing capsule. F. leaf, abaxial view. G. rhizome. Scale bars for A is 10 cm, B and G are 1 cm, C–E are 0.5 cm, F is 3 cm. [All photos from Ching-I Peng 23853 (HAST).]
FIG. 9 in Development of external sexual characters in the deep-sea sponge-associated shrimp Spongicola japonica Kubo (Crustacea: Decapoda: Spongicolidae)
FIG. 9. Appearance of the external sexual characters related to CL in Spongicola japonica Kubo. Shaded parts indicate the observed characters.
Figure 2 in Reproductive biology of direct developing and threatened frog Adelophryne maranguapensis (Anura, Eleutherodactylidae) reveals a cryptic reproductive mode for anurans and the first record of parental care for the genus
Figure 2. Climatic parameters in Serra de Maranguape between the months of April 2010 and April 2012. Precipitation (columns); maximum relative humidity of air (blue line), minimum relative humidity of air (blue dashes), maximum temperature (red line), minimum temperature (red dashes), musical note (occurrence of vocalisations), egg (presence of egg masses); * without field work.
F in The larval development of Hymenosoma orbiculare Desmarest, 1825 (Crustacea: Decapoda: Brachyura: Hymenosomatidae)
F. 11. Hymenosoma orbiculare Desmarest, 1825. Third maxilliped and pereiopods: (A) second zoea; (B) third zoea. Scale: 0.1 mm.
F in The larval development of Hymenosoma orbiculare Desmarest, 1825 (Crustacea: Decapoda: Brachyura: Hymenosomatidae)
F. 10. Hymenosoma orbiculare Desmarest, 1825. Dorsal view of the telson: (A) first zoea; (B) second zoea; (C) third zoea. Scale: 0.1 mm.
F in The larval development of Hymenosoma orbiculare Desmarest, 1825 (Crustacea: Decapoda: Brachyura: Hymenosomatidae)
F. 8. Hymenosoma orbiculare Desmarest, 1825. Dorsal view of the abdomen: (A) first zoea; (B) second zoea; (C) third zoea. Scale: 0.3 mm.
F in The larval development of Hymenosoma orbiculare Desmarest, 1825 (Crustacea: Decapoda: Brachyura: Hymenosomatidae)
F. 9. Hymenosoma orbiculare Desmarest, 1825. Lateral view of the abdomen: (A) first zoea; (B) second zoea; (C) third zoea. Scale: 0.3 mm.
F in The larval development of Hymenosoma orbiculare Desmarest, 1825 (Crustacea: Decapoda: Brachyura: Hymenosomatidae)
F. 5. Hymenosoma orbiculare Desmarest, 1825. Maxilla: (A) first zoea; (B) second zoea; (C) third zoea. Scale: 0.1 mm.
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.