cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tw3458kc84
title: Supplementary Figure. TikTok Duetting Feature for Dermatologists

description: Frame A: The interface while watching a video on TikTok. For a TikTok user to duet a video, they click the arrow in the bottom right-hand corner of the screen, referred to as the "share" button. Frame B: Click the second option at the bottom of the screen titled "duet". Frame C: The TikTok user will then be prompted to a screen showing the original video alongside the user's camera view. To begin recording, click on the red circle "record button" at the bottom of the screen. When finished recording release finger from the record button. The user will then confirm their duet post. Frame D: The final product of a duet. Within this example, Dr. Muneeb Shah, DO, dermatology resident physician, duets a viral video pertaining to hidradenitis suppurativa. His duet explains the diagnosis and appropriate treatment plan.
DOI: 10.17632/zv7dybsj8c
title: Unit cells TPMS surface Schoen's I-WP(r) to create an ordered porous structure

description: The presented unit cells can be used to create an ordered porous structure based on the TPMS Schoen's I-WP(r) surface. This data can be used for scientific applications. The structure can be used both in the heat engineering and chemical industries. Nine cells of different sizes are presented with the same thickness. By scaling the bodies, the necessary cell sizes can be obtained to create the material.
DOI: 10.6084/m9.figshare.1221767.v2
title: Enron Spreadsheets and Emails

description: The fileset contains all the spreadsheets and emails used in the paper 'Enron's Spreadsheets and Related Emails: A Dataset and Analysis'
DOI: 10.6084/m9.figshare.21097435.v2
title: Drivers of global mangrove loss and gain - data and code

description: The data generated in the study on Drivers of global mangrove conservation success in socio-ecological systems (Hagger et al. 2022), including all variables for the analysis of drivers and hotspots of mangrove loss and gain, and national datasets dervied from the reviews of community forestry (CF), Nationally Determined Contributions (NDCs), and mangrove restoration projects. R code developed for the driver and hotspot analysis, figure production, and for the calculation of community forestry, NDC, and mangrove restoration indices. R code can be used together with the data to recalculate the study results and reproduce the figures.
DOI: 10.6084/m9.figshare.21590337.v1
title: scopus.csv

description: Scopus data
DOI: 10.6084/m9.figshare.5579461.v1
title: Evaluating the versatility of EEG models generated from motor imagery tasks: an exploratory investigation on upper-limb elbow-centered motor imagery tasks

description: Electroencephalography (EEG) has recently been considered for use in rehabilitation of people with motor deficits. EEG data from the motor imagery of different body movements have been used, for instance, as an EEG-based control method to send commands to rehabilitation devices that assist people to perform a variety of different motor tasks. However, it is both time and effort consuming to go through data collection and model training for every rehabilitation task. In this paper, we investigate the possibility of using an EEG model from one type of motor imagery (e.g.: elbow extension and flexion) to classify EEG from other types of motor imagery activities (e.g.: open a drawer). In order to study the problem, we focused on the elbow joint. Specifically, nine kinesthetic motor imagery tasks involving the elbow were investigated in twelve healthy individuals who participated in the study. While results reported that models from goal-oriented motor imagery tasks had higher accuracy than models from the simple joint tasks in intra-task testing (e.g., model from elbow extension and flexion task was tested on EEG data collected from elbow extension and flexion task), models from simple joint tasks had higher accuracies than the others in inter-task testing (e.g., model from elbow extension and flexion task task tested on EEG data collected from drawer opening task). Simple single joint motor imagery tasks could, therefore, be considered for training models to potentially reduce the number of repetitive data acquisitions and model training in rehabilitation applications.
DOI: 10.17632/z8xxgmw2rh
title: BIG-600K (Part 4)

description: Paper: BRIDGE: A Multi-organ Foundation Model for Bridging Histology Images to Spatial Transcriptomics
Authors: Zhuo Liang , Weiqin Zhao , Fuying Wang , Guangyong Chen , Yuanhua Huang , Lequan Yu
DOI: 10.6084/m9.figshare.21667016.v1
title: Appendix "In search of a consensus definition of business ecosystems"

description: Appendix of the paper “In search of a consensus definition of business ecosystems: a qualitative study”
DOI: 10.6084/m9.figshare.25747077.v1
title: SKCM_TCGA_Survival_Data

description: SKCM Cohort (TCGA data)
DOI: 10.6084/m9.figshare.28723127.v1
title: The Symbiosis of SaaS and AI.pdf

description: <b>The Future of SaaS in the AI Era: Evolution, Not Extinction</b>This report analyzes the transformative impact of Artificial Intelligence on the Software as a Service (SaaS) industry, challenging the narrative that SaaS is "doomed" due to AI advancements. We argue that rather than causing extinction, AI is catalyzing a profound evolution of the SaaS business model. Companies that adapt—integrating AI technologies into their offerings and rethinking pricing models—will not merely survive but thrive. However, those remaining stagnant in traditional paradigms face existential risks.The report explores five key areas: the false dichotomy between SaaS and AI (demonstrating their complementary relationship), the imperative for SaaS evolution (with up to 50% of companies at risk without reinvention), case studies of successful AI-SaaS integration pioneers (Shopify, HubSpot, Salesforce), reimagining SaaS business models (shifting from "charging for use" to "charging for value generated"), and the convergent future where the distinction between AI and SaaS companies will disappear.We conclude that we're witnessing not the end of SaaS but its "puberty"—a necessary transformation resulting in the fusion of SaaS and AI. By 2030, this distinction will become as irrelevant as separating "internet companies" from traditional businesses today. The future belongs to companies that see AI not as a threat but as a catalyst for necessary evolution.
DOI: 10.6084/m9.figshare.28921280.v1
title: Unequal Breath

description: A zine about air, technology, and justice.
DOI: 10.6084/m9.figshare.938218.v1
title: Alignment investigation script

description: A simple script in Python which can be used to display alignments from BLAST xml results. Allows identification of specific proteins from large searches.
DOI: 10.1184/r1/5549281.v1
title: Automating Data Sharing Through Authoring Tools

description: In the current scientific publishing landscape, there is a need for an authoring workflow that easily integrates data and code into manuscripts and that enables the data and code to be published in reusable form. Automated embedding of data and code into published output will enable superior communication and data archiving. In this work, we demonstrate a proof of concept for a workflow, org-mode, which successfully provides this authoring capability and workflow integration. We illustrate this concept in a series of examples for potential uses of this workflow. First, we use data on citation counts to compute the h-index of an author, and show two code examples for calculating the h-index. The source for each example is automatically embedded in the PDF during the export of the document. We demonstrate how data can be embedded in image files, which themselves are embedded in the document. Finally, metadata about the embedded files can be automatically included in the exported PDF, and accessed by computer programs. In our customized export, we embedded metadata about the attached files in the PDF in an Info field. A computer program could parse this output to get a list of embedded files and carry out analyses on them. Authoring tools such as Emacs + org-mode can greatly facilitate the integration of data and code into technical writing. These tools can also automate the embedding of data into document formats intended for consumption.
DOI: 10.17632/3gzy4bjjk6
title: When Online Subscription Services Are Attractive: A Construal Level Perspective

description: Today’s online subscription marketplace is experiencing tremendous growth, with some estimates suggesting this exceeding a $1 trillion-dollar global market in the coming few years. Our research investigates how people perceive online subscription services from a construal-level perspective. We propose that a construal match may exist between the various characteristics of the subscription itself and how it may be advertised, potentially resulting in perceptions of a more attractive offer. Our results are novel. We first demonstrate that a monthly (annual) payment schedule or a bundle of subscription products perceived as substitutes (complements) elicit lower (higher) construal mindsets. When these are paired together, either with a congruent ad copy (e.g., a low versus high construal ad) or congruent subscription characteristics (e.g., a monthly bundle of substitutes or annual bundle of complements), the result is more favorable consumer evaluations and intentions. Our results suggest this effect may be more pronounced for low-construal conditions and less so for high-construal conditions. We also provide evidence that perceived fit and positive affect may be potential underlying mechanisms explaining these effects but may differ in their relative importance depending on subscription type. A number of theoretical and practical implications arise from our findings. 

Two data files (Study 1 and Study 2) accompany this research to test hypotheses H2, H5, H6, and H7.

H1a: A monthly subscription is processed at a low-level construal.
H1b: An annual subscription is processed at a high-level construal.
H2: A match (vs. a mismatch) between the subscription type (monthly vs. annual) and the construal level of the advertising message (low vs. high) will lead to more positive evaluations and intentions. 
H3a: A subscription bundle offering similar subscription services is perceived as offering substitutes.
H3b: A subscription bundle offering dissimilar subscription services is perceived as offering complements.
H4a: A subscription bundle offering substitutable services is processed at a low-level construal.
H4b: A subscription bundle offering complementary services is processed at a high-level construal.
H5: A match (vs. a mismatch) between the subscription type (monthly vs. annual) and the subscription bundle (substitutes vs. complements) will lead to more positive evaluations and intentions.
H6: The effect of the match between the subscription plan (monthly vs. annual) and the construal level (low vs. high) of the advertisement copy on consumer evaluations is mediated by a) perceived cognitive fit and b) positive affect.
H7: The effect of the match between the subscription plan (monthly vs. annual) and the bundle type (substitutes vs. complements) on consumer evaluations is mediated by a) perceived cognitive fit and b) positive affect.
DOI: 10.17632/ksmstxy7kc
title: TRACER version 1.1 A mathematica package for γ-algebra in arbitrary dimensions

description: Abstract This paper describes the first MATHEMATICA implementation of γ-algebra in arbitrary space-time dimensions according to the 't Hooft-Veltman scheme. It is the only system based on a general purpose computer algebra system treating the γ_5 -problem mathematically consistently in arbitrary dimensions. The TRACER package is capable of doing just purely algebraic manipulations as well as trace operations on strings of γ-algebra objects. In addition, it provides a set of utility functions for reord... Title of program: TRACER Catalogue Id: ACJW_v1_0 Nature of problem Strings and traces of gamma-matrices are calculated mathematically consistent in arbitrary space-time dimensions according to the 't Hooft- Veltman scheme, or alternatively with anticommuting gamma5. Many additional functions to modify resulting expressions are implemented. Versions of this program held in the CPC repository in Mendeley Data ACJW_v1_0; TRACER; 10.1016/0010-4655(93)90097-V This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/srdsdkr3yh
title: STB Mode Choice Model

description: 1.	“MODELOGIT.csv” file includes the information of choice behavior for urban travelers who have responded from the national household travel survey. 
2.	The data is composed of 8 modes alternative set incorporating socio-demographic information of each respondent
DOI: 10.6084/m9.figshare.11493756.v1
title: Identification of a four immune-related genes signature based on an immunogenomic landscape analysis of clear cell renal cell carcinoma

description: Rawdata and codes
DOI: 10.6084/m9.figshare.5405683.v2
title: The effects of a schizophrenia literacy educational intervention on populations with and without prior health education

description: This dataset contains different indices of schizophrenia literacy such as identification, beliefs about treatment, and beliefs about causes. There were 260 participants (adult men and women). Information is present for health education background, mental health literacy based on a vignette of a person suffering from schizophrenia. Questions were asked before and after watching an educational video on schizophrenia or a control video on stress (randomized control trial). Higher schizophrenia literacy was associated with health education background and educational intervention.
DOI: 10.6084/m9.figshare.11609946.v1
title: Prevalence and factors associated with the occurrence of urinary incontinence during pregnancy

description: Abstract Objectives: to determine the prevalence of urinary incontinence (UI) during pregnancy, to identify and quantify the factors associated with gestational UI. Methods: a cross-sectional study carried out with women admitted for deliveries in all maternity wards in the city of Botucatu (São Paulo). Data were collected through a structured questionnaire, based on the literature, containing questions about the occurrence of UI, its types, risk factors and moments when urinary losses occurred. Associations between UI and the predictive variables were analyzed with logistic regression models. Results: 950 women were interviewed, out of which 472 complained of urinary losses during pregnancy, resulting in a prevalence of 49.68% (CI95%= 46.51 - 52.86). The majority (61.8%) were classified as mixed UI. Among the covariates investigated, smoking (OR= 4.56), illicit drugs use (OR= 25.14), stimulant foods (OR= 1.84), constipation (OR=1.99), hypertensive disorders during gestation (OR= 3.23), gestational diabetes mellitus (OR= 2.89), parity (OR= 1.52) and previous caesarean sections (OR= 2.56) increased the chance of urinary losses during pregnancy. Conclusions: there was a high prevalence of UI during pregnancy. This condition was strongly associated with lifestyle habits and gestational morbidities. Finally, it is worth high-lighting the fact that delivery via caesarean section increased the chance of UI in subsequent pregnancies.
DOI: 10.17632/7tf66ph7ff
title: PEGASE Modified Case

description: This case represents part of the European high voltage transmission network. It contains 1,354 buses, 260 generators, 1,991 branches and it operates at 380kV and 220kV. The data stems from the Pan European Grid Advanced Simulation and State Estimation (PEGASE) project. The PEGASE original data was obtained from Matpower (Which is also included here). The case has been modified to incorporate an HVDC Link and a MTDC grid. Two files contain the modified data, one in excel and one in AIMMS.dat
DOI: 10.17632/8zbsdmc4bh
title: Data for: Energy management of Hybrid Energy with Respect to the Demand Response and Hydrogen Energy System
DOI: 10.17632/vth6yf8kt6
title: RESEARCH DATA ON IMPACT OF IMPROVED HERMETIC STORAGE (PURDUE IMPROVED CROP STORAGE TECHNOLOGY) (PICS) ON THE FOOD SECURITY, INCOME AND POVERTY OF COWPEA FARMERS IN NORTHWESTERN, NIGERIA

description: This research was carried out in response to a situation where cowpea farmers in Nigeria, especially Northwestern Nigeria had to embark on the massive use of chemicals to store their cowpea as a result of great post harvest losses they experienced from the attack of cowpea bruchid [Callosobrochus maculatus (Fab)]. In the process of using these chemicals the farmers usually abuse and misuse them, often resulting in human and environmental hazards. There were reports of whole families dying as a result of the consumption of contaminated cowpea. This led to a clarion call and advocacy for a radical shift from chemical storage to non-chemical hermetic storage in order to ensure food safety in the region. This led to the improvement of the triple bagging system by Purdue University, in Lafayette, USA. The PICS technology was introduced to Nigeria in 2008 with demonstrations of its use by IITA, Ibadan, Nigeria. Since then, the adoption and use of PICS has been on the increase in Nigeria especially in Northwestern, Nigeria where cowpea is massively cultivated on account of favourable climatic conditions for the crop there. Since 2008, not much work has been done on the impact of PICS on the food security, income and poverty of farmers in the region, hence this research was carried out. A sample of 480 farmers from three states of the region were used for the study.  Analytical tools used for the study included t-test for the social and demographic characteristics of the farmers, Food Security Index, FGT Poverty Index, Logistic Regression for PICS adoption and Propensity Score Matching was used to measure the impact. The results of the analysis showed that PICS has had a positive impact on the  food security, income as well as reduced the poverty of cowpea farmers in the  region  who adopted the technology.
DOI: 10.6084/m9.figshare.12643337.v2
title: Fig. 3 Files for JGR

description: Matlab files for figure 3
DOI: 10.6084/m9.figshare.14980380.v1
title: Supplementary Material for: A High-Throughput Mechanical Activator for Cartilage Engineering Enables Rapid Screening of in vitro Response of Tissue Models to Physiological and Supra-Physiological Loads

description: Articular cartilage is crucially influenced by loading during development, health, and disease. However, our knowledge of the mechanical conditions that promote engineered cartilage maturation or tissue repair is still incomplete. Current in vitro models that allow precise control of the local mechanical environment have been dramatically limited by very low throughput, usually just a few specimens per experiment. To overcome this constraint, we have developed a new device for the high throughput compressive loading of tissue constructs: the High Throughput Mechanical Activator for Cartilage Engineering (HiT-MACE), which allows the mechanoactivation of 6 times more samples than current technologies. With HiT-MACE we were able to apply cyclic loads in the physiological (e.g., equivalent to walking and normal daily activity) and supra-physiological range (e.g., injurious impacts or extensive overloading) to up to 24 samples in one single run. In this report, we compared the early response of cartilage to physiological and supra-physiological mechanical loading to the response to IL-1β exposure, a common but rudimentary in vitro model of cartilage osteoarthritis. Physiological loading rapidly upregulated gene expression of anabolic markers along the TGF-β1 pathway. Notably, TGF-β1 or serum was not included in the medium. Supra-physiological loading caused a mild catabolic response while IL-1β exposure drove a rapid anabolic shift. This aligns well with recent findings suggesting that overloading is a more realistic and biomimetic model of cartilage degeneration. Taken together, these findings showed that the application of HiT-MACE allowed the use of larger number of samples to generate higher volume of data to effectively explore cartilage mechanobiology, which will enable the design of more effective repair and rehabilitation strategies for degenerative cartilage pathologies.
DOI: 10.6084/m9.figshare.18391931.v2
title: Base de datos sobre "Modelo de financiación política pública en América Latina"

description: El Observatorio de Reformas Políticas en América Latina, presenta la siguiente base de datos que contiene información sobre los modelos de financiamiento político público directo e indirecto en los países de América Latina.
DOI: 10.6084/m9.figshare.21647381.v1
title: Quantum ESPRESSO input and xml files for uniaxial strain

description: These folders contain the input files for, and the xml files output by, the PWscf executable (v.6.8) of Quantum ESPRESSO used to perform the uniaxial strain calculations on La2MgO4 and La2CuO4. <br> <br>
DOI: 10.6084/m9.figshare.23650491.v4
title: Putative huge-Phage Dataset（PHPD）

description: Putative Jumbo-Phage Dataset（PHPD）
DOI: 10.6084/m9.figshare.4263218.v2
title: Dataset - Textbooks, cost & access (University of Otago student survey, 2015-16)

description: Dataset of responses to survey of students' study behaviours in relation to required textbooks, purchasing them, accessing them through the library or otherwise.<br>Notes:CSV format, comma-separated, Unicode (UTF-8)Row 1 has question numbers, which correlate to the numbering used in the report (e.g. Q1, Q2, etc.) Where a question Row 2 has the actual wording of each question. Use this row if filtering the results within a spreadsheet.Skip logic in the survey software means not all questions have a response, e.g. Q3 only presented to respondents who answered 'Yes' to Q2.<br>
DOI: 10.6084/m9.figshare.833847.v1
title: Tau trace of CG class B with 16 processors on Graphene

description: This is a Tau trace of the NASPB CG Benchmark obtained by Georges Markomanolis on the Graphene cluster.
DOI: 10.17632/g58z4mczs7
title: SADCP measurements in the Bransfield Strait in 2017

description: The kinematic structure of currents in the Bransfield Strait was measured over 50 transects across the strait using a Shipborne Acoustic Current Doppler Profiler (SADCP) onboard the R/V "Akademik Sergey Vavilov" (ASV) and "Akademik Ioffe" (AI) in 2017. The sections crossed all three basins of the Bransfield Strait and the main flows in the strait including the Bransfield Current and the southward flow of Weddell Sea waters along the Antarctic Peninsula. Teledyne RD Instruments Ocean Surveyor (TRDI OS) SADCPs with frequencies of 76.8 kHz (R/V ASV) and 38.4 kHz (R/V AI) were used for the data collection. During all our surveys the profilers were set in the narrowband mode, which increases the profiling range up to 700 m depth for 76.8 kHz SADCP and up to 1000 m depth for 38.4 kHz SADCP. We set 60 vertical bins of 16 m each with 8 m blank distance immediately below the transducer for the R/V ASV. The equivalent parameters for the R/V AI were 60 bins of 24 m each and 10 m blank distance. The draught of both ships is 6 m, which gives 22 m (R/V ASV) or 28 m (R/V AI) depths for the center of the first bin (the depth of the uppermost layer with velocity measurements). Time averaging of the raw data was performed over 120 s intervals. The data were collected using VmDas software.
DOI: 10.6084/m9.figshare.12827795.v1
title: Astrocyte Phagocytosis Under Shear Flow

description: Phagocytic response of astrocytes in response to shear flow
DOI: 10.6084/m9.figshare.1512821.v1
title: Example of use of FaBiO #3

description: Associating keywords, subject terms and disciplines to a paper.
DOI: 10.6084/m9.figshare.29136710.v1
title: Biomolecule data

description: raw data
DOI: 10.6084/m9.figshare.9958169.v1
title: Merged list of counts after hypoxic stress by RNA-seq (human and mouse)

description: Merged list of corresponding genes in human and mouse with the number of experiments in which gene was up/down regulated in RNA-seq data collected.For up/down regulated gene selection, over 2 fold threshold was adopted.<br><br>