cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7471343.v1
title: Raw proteomics output

description: Raw proteomics output for all samples, including controls. This includes the normalized spectral abundance factor for all samples in the dataset, along with a "mapping sheet" describing what each sample is.
DOI: 10.17632/bn4mtg5hxk
title: Feeding behavior parameters and temporal patterns in mid-lactation Holstein cows across a range of residual feed intake values - Supplemental Files

description: Supplemental data
DOI: 10.17632/4wg9nkz8b6
title: Alternative Numerical Simulation Approach for Obtaining FLC/FLD - Supplementary Data

description: This supplemental dataset is part of the paper published under "Alternative Numerical Simulation Approach for Obtaining FLC/FLD"  and contains Chart Data Excel Sheets, High Resolution Image & Sample Abaqus input file. The aim of providing these files in dataset is that; a) verification to what is published, b) create solid foundation for the future studies, c) easily adapt into FLC/FLD curve study of his/her own.
DOI: 10.6084/m9.figshare.23641734.v1
title: Seshikala Code.zip

description: This paper presented the HODLNet deep neural network, an effective optimization-based system for evaluating Non-Proliferative Diabetic Retinopathy severity levels. The noise is removed and the image is made grayscale during the preprocessing stage. Segmenting and removing the blood vessels and optic disc, which improves the area with lesions and eliminates the spurious regions. A feature vector is created by first extracting the features and then combining them for the desired classification. The stages of the input fundus image have been categorized as normal, mild, moderate, and severe using the improved ShuffleNet v2 model based on the features of the lesions.
DOI: 10.17632/4cbwt33w4s
title: COVID-19 BR T2

description: This dataset's answers referes to 281 employees (fixed employees and public servants), both genders. We have information about marital status, level of education, income and also questions to better understand how populous the teleworking was, considering the second pandemic pick. It means that data was collected between May and July/2021. About the constructs, we publish in this database the follow constructs.
- Work as Meaning Inventory WAMI: is a 10-item measure assessing search for Greater Good Motivation (3 items; e.g. My work helps me make sense of the world around me), positive meaning (4 items; e.g. I have found a meaningful career”) and contribution to meaning-making (3 items; e.g. I view my work as contributing to my personal growth”). The items of the inventory are rated from 1 (absolutely untrue) to 5 (absolutely true);
- Emotions: Scale composed by positive emotions (N= 4 items) and reverse score of negative emotions (5 items) (item of positive emotion example "over the past six months my work made me feel happy"; item of negative emotion example "over the past six months my work made me feel upset". The response scale is a 5-point agreement scale.
- Performance. Short Version of General Self-Assessment Scale of Job Performance has 10 items to measure Task and Context performance (e.g. I take initiatives to improve my results at work). Items are rated from 1 (absolutely false) to 5 (absolutely true).
- I- deal. The HR flexibility and development i-deal is a measure with 6 items (HR i-deal e.g. I try to negotiate my job conditions with the company). We use the scale is a single factor just considering flexibility aspect. Items rated from 1 (Never) to 5 (Always). 
- Recovery Experience Questionnaire is composed of four types of recovery experience (psychological detachment, relaxation, mastery and control). We reduce 1 item of each scale based on the factor loading. Participants indicated on a 5-point scale (1 = never to 5 = always) the extent to which each recovery experience was  de-scribing the psychological detachment (3-item), relaxation (3-item), mastery (3-item), and control (3-item)..
We keep in this database all the factors about the constructs measured and also the clusters we found considering Belasos Model. All these information was collected in a first moment (T1 386_COVID-19 BR.csv)
DOI: 10.17632/ydsp4mdppj
title: Replication package for Liu and Ma, TPU and Innovation

description: Replication package for Liu and Ma, TPU and Innovation
DOI: 10.17632/zc2scv8sxy
title: The impact of delay in time to surgical treatment of Merkel cell carcinoma on overall survival and disease specific survival: a population-based analysis

description: The aim of our study is to determine whether delays between diagnosis and surgical treatment of Merkel Cell Carcinoma (MCC) are associated with changes in overall survival (OS) and disease-specific survival (DSS). Using the Surveillance, Epidemiology, and End Results Program (SEER) database, our data does not show that delays are associated with worse OS or DSS.
DOI: 10.6084/m9.figshare.28557527.v1
title: STC miRNA Supplemental File

description: STC miRNA Supplemental File<br>
DOI: 10.17632/wzs23scxz7
title: SECURITY SERVICE QUALITY AND SATISFACTION AT AIRPORTS IN KENYA

description: This data relates to international air traveller's perception of airport security measures and its relationship to intention to recommend and satisfaction. 


The questionnaire consisted of four parts. The first part covered general demographic information. The second part queried perceptions airport security checks, the third part comprised of a question regarding satisfaction and the fourth part a question regarding willingness to recommend the airport. A 5 point Likert-type scale in the range was 1 – not at all to 5- very large extent was deployed for the items assessing perceptions of airport security following the SERVPERF scale (Cronin & Taylor, 1992). A Likert-type scale of 1 to 10 was used to assess satisfaction. Intention to recommend was rated against a five point Likert scale of 1 – highly unlikely to 5 – very likely. 


Respondents were randomly selected departing international air travellers who had just completed the last airport security screening checkpoint and were located in the boarding gates of the airport. Screening questions checked that respondents were above 18 years and their comfort in taking a survey the English language. Participation was voluntary and no incentives were offered. Data was collected between 26 November and 31 December of 2020 at all times of airport activity. 460 air travellers were approached using the random number table. 429 responses were received, with 45 scripts removed due to incompleteness, leaving 384 completed scripts for analysis.
DOI: 10.17632/hf6bkb3rdn
title: Brief data of microplastic accumulation in Solen dactylus in different seasons along the Khuddi creek, Indus Delta, Pakistan

description: This dataset shows the abundance, types, and colors of microplastics, as well as the weight and length of Solen dactylus, collected from the Khuddi Creek, Indus Delta, Pakistan. Khuddi Creek is a tidal creek in Sindh, Pakistan. The topography elevation above sea level is estimated to be -9999 meters. The samples were taken from Khuddi Creek (24.58307°N, 67.25061°E). The data set for Khuddi Creek consists of three CVS files. Each of these files contains the information about Solen dactylus’s weight and length, microplastic abundance, shapes, and colors. A complete description of the sampling location, sampling technique, microplastic particle extraction, and counting are given in tables. The following information is contained in each table: Date_YYYY-MM-DD = year-month-day sampling date Country_Region = the country or location from which the samples have been collected Location_name = the name of the beach where the samples were taken Location_lat = the sampling location's coordinates (latitude / N) Location_lon = the sampling location's coordinates (longitude / E) Transect = Each of the four transects/stations is represented by the letters A, B, C, and D. Transects are spaced 1 meter apart. Position =The samples were obtained from a 50 × 50 cm quadrat. The numbering system ranges from 1 to 12. Size_min_mm = smaller particle size in mm Size_max_mm = maximum particle size in mm Size_class = the name of the plastic piece size class (microplastics) Shell length in mm= the length of the shell in mm Meat length in mm= the length of the meat inside the shell in mm Shell and meat weight in g= the weight of the meat with shell in grams Microplastics types were classified into the following groups: fibers, fragments, films and microbeads. Colors were divided into five categories: black, red/pink, green, blue, and transparent.
DOI: 10.17632/9c29pwhr3j
title: Code for calculating the vertical distribution of radon isotopes and their progeny in the atmosphere

description: Abstract A one-dimensional time-dependent eddy-transport model is developed for estimating the vertical distributions of ^(222)Rn, ^(220)Rn and their progeny, activity ratios of progeny to parent, unattached fraction and equilibrium factor in the Earth's lower atmosphere. The model takes into account radioactive decay, attachment to aerosol particles, recoil, dry deposition, rainout and washout processes. The turbulent diffusion equations are solved numerically using a backward time centred space ... Title of program: VERDI Catalogue Id: ADPB_v1_0 Nature of problem Radon (222Rn) and thoron (220Rn) are inert radioactive gases produced in the Earth's crust by decay of 226Ra and 224Ra, respectively. Transported through soil, these gases enter the atmosphere where they undergo meteorological processes. Their decay products react with trace gases and water vapors. These freshly formed clusters attach to existing aerosol particles. As a consequence of radioactive decay, a cluster may desorb from its host by recoil. All progeny, whether attached or not, are remov ... Versions of this program held in the CPC repository in Mendeley Data ADPB_v1_0; VERDI; 10.1016/S0010-4655(01)00299-5 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/5p8vn4mmn9
title: Synthetic seabed logging data acquisition using CST software

description: These synthetic seabed logging (SBL) data sets were generated using a commercial software, namely Computer Simulation Technology (CST) software. The data is about magnitude of electric field (E-field) versus offset for various transmission frequencies at three different locations of hydrocarbon layer. The electromagnetic (EM) response varies in every frequency used. The SBL models were assumed to have isotropic sediment layer. The hydrocarbon layer was embedded in the sediment layer. Thickness of overburden layer indicates the depth of hydrocarbon from the seabed. Lower frequency of EM signal can produce farther penetration of the signal. Any information about the software can be found in https://www.3ds.com/products-services/simulia/products/cst-studio-suite/.
DOI: 10.17632/6s6zzsbjxb
title: Hydrothermal solution calorimetry in acidic aqueous solutions and revisiting the standard partial molal thermodynamic properties of Nd3+ from 25 to 300 °C

description: In this study, the enthalpy of solution was measured for synthetic Nd hydroxide from 25 to 150 ºC to retrieve the standard partial molal thermodynamic properties of Nd3+ as a function of temperature. The experiments were conducted in aqueous perchloric acid based solutions with starting pH of 2 and varying ionic strength (0.01 to 0.09 mol/kg NaClO4). A set of recommended thermodynamic properties is provided for the Nd3+ aqua ions and corrections are provided for the chloride and fluoride species to remain internally consistent with the experimentally derived properties. These results allow predicting accurately the solubility of monazite between 25 and 300 ºC. Before these corrections, the properties for the Nd3+ aqua ions derived from the HKF parameters resulted in up to ~1.5 orders of magnitude lower monazite solubility than determined experimentally. Therefore, a revision of the REE+3 aqua ions properties is necessary to accurately predict the mobility of REE in hydrothermal acidic solutions.
DOI: 10.17632/ygfn2sbtt2
title: Web of Science- Jan. 7

description: 41 articles
DOI: 10.6084/m9.figshare.2750698.v1
title: Human Breast Carcinoma Regulatory Model

description: Network model for transcriptional regulation of Human Breast epithelial tissue, assembled by ARACNe from 1,047 breast carcinoma tumors profiled by The Cancer Genome Atlas (TCGA). It is distributed as an R-system object ("regul") as required by the VIPER algorithm (https://www.bioconductor.org/packages/release/bioc/html/viper.html).
DOI: 10.17632/gc2fc3p8pt
title: Analysis of Business Sustainability: A study of consumer preferences for packaged drinking water as a basis for evaluating business feasibility

description: The data in this study is expected to provide a real picture of the preferences of AMDK consumers and become the basis for evaluating business feasibility in the field. These findings can also be used as a reference for business actors in designing marketing strategies that are more targeted, as well as providing new understanding related to the phenomenon of brand exclusivity in the AMDK industry
DOI: 10.6084/m9.figshare.5607232.v1
title: Supplementary Material for: GSK3α/β: A Novel Therapeutic Target for Neuroendocrine Tumors?

description: <b><i>Introduction:</i></b> Glycogen synthase kinase 3α/β (GSK3α/β) is a serine/threonine kinase that plays a critical role in cancer. <b><i>Aims:</i></b> In this study, we evaluated the effects of the specific GSK3α/β inhibitor AR-A014418 in vitro to gain novel insights into GSK3α/β signaling in neuroendocrine tumors (NETs). <b><i>Materials and Methods:</i></b> Human NET cell lines (BON1, QGP1, H727, and GOT1) were treated with different concentrations of AR-A014418 alone and in combination with lovastatin, everolimus, 5-fluorouracil (5-FU), and γ-irradiation. <b><i>Results:</i></b> AR-A014418 significantly dose- and time-dependently decreased cell viability in all 4 NET cell lines through inhibition of epithelial growth factor receptor and mTORC1/p70S6K signaling, as well as cyclin D3 downregulation and induction of pChk1. In all cell lines tested, FACS analysis showed an AR-A014418-induced increase in the sub-G1 phase, reflecting cell death. Apoptosis induction was observed in H727, GOT1 and QGP1 cells, but not in BON1 cells. Furthermore, significant antimigratory effects upon GSK3α/β inhibition were found and were associated with β-catenin downregulation in all cell lines tested. Compensatory upregulation of pAkt and pERK in response to GSK3α/β inhibition was prevented by combining AR-A014418 with the ERK and Akt inhibitor lovastatin. Accordingly, the lovastatin/AR-A014418 combination was synergistic in BON1 and QGP1 cells. Moreover, AR-A014418 displayed promising chemosensitizing effects on 5-FU in QGP1 and slight radiosensitizing properties in BON1 and QGP1 cells. <b><i>Conclusion:</i></b> Our data provide new insights into the role of GSK3α/β in NETs and suggest that GSK3α/β inhibition could be a novel therapeutic option in NETs, especially in combination with lovastatin or 5-FU, depending on tumor entity.
DOI: 10.17632/2vyxzbm5y6
title: Data for: Development of a novel 7 immune-related genes prognostic model for oral cancer: a study based on TCGA database.

description: The different expressed immune-related genens, Tfs and clinical data from TCGA
DOI: 10.17632/brvzjyfmsh
title: Milk

description: Data of metabolomics and proteomics
DOI: 10.6084/m9.figshare.19905613.v2
title: Protein sequences for 2031 Saccharomyces cerevisiae genome assemblies

description: Protein sequences for 2031 Saccharomyces cerevisiae genome assemblies.
DOI: 10.17632/ngcjpxnmm4
title: Records of phycotoxins in seafood along the Italian coast from 2006 to 2019

description: Mollusk samples (mainly Mytilus galloprovincialis and occasionally Aequipecten opercularis, Bolinus brandaris, Crassostrea gigas, Murex spp., Venerupis decussata, Nassarius spp., octopus, Ruditapes decussatus, Ruditapes philippinarum, sea urchin, Solen marginatus and Wedge clam) were collected from 2006 to 2019 from aquaculture farms located along the coasts of Liguria, Tuscany, Lazio, Sardinia, Sicily, Apulia, Marche, Emilia-Romagna, Veneto and Friuli Venezia Giulia regions with a fortnightly frequency for most regions. Unfortunately, data from Campania, Calabria, Basilicata, Abruzzo and Molise were not available for our analysis, therefore only literature data were used to integrate this survey along the Italian coast.
DOI: 10.6084/m9.figshare.18925223.v1
title: Dr.Raniyah - Descriptive Analysis.docx

description: This study verifies the efficacy of the metacognitive approach in reading comprehension using a quasi-experimental design with a pre- and post-test. It was inspired by Habibian's (2015) study in verifying the role of metacognitive strategies in developing EFL learners’ reading comprehension. It used both a TOEFL reading test as well as a questionnaire to check the participants' attitudes at the end of the intervention on the impact of metalinguistic awareness in developing Saudi EFL learners’ reading comprehension. It specially tries to identify which one of the four elements of metalinguistic awareness was applied more according to the participants' attitudes.<br>A TOEFL test extracted from the book "Building Skills for the TOEFL iBT, Beginning Reading" by Edmunds et al., (2009). It was clearly cited in the list of references. All the questions used for the pre-test were multiple choice type and the aim was to ascertain whether or not the students' reading abilities were similar. The same TOEFL test was also used in the post-test to check the enhancement, if any, in the students' reading comprehension skills. Each test contained ten questions and no modifications were made in the original test. The test checks some reading strategies in the students' comprehension including the meaning of certain vocabulary, the topic of a paragraph, detailed information, referent of a pronoun, comprehending the inference of a paragraph, the synonyms of a word, summary of a paragraph, inclusion of a sentence inside a paragraph, and summarizing the whole text in a few sentences. All the participants had to take reading exams at the beginning of the term. The assessments were designed to test students' reading comprehension and ensure that the two groups were taught at the same level of understanding. Moreover, Beyer's (1987) metacognitive strategy questionnaire was employed in this study to assess metacognitive methods by employing the four-point Likert Scale (Never, Rarely, Often, and Always numerically converted to 1, 2, 3, 4 to quantify the results) for responses. The questionnaire is designed to obtain data on how students plan, monitor, and analyze their own progress while they learn a new language. As part of the pilot study, the questionnaire was administered to twelve students who shared demographics with the sample but were not included in the final survey. The reliability of the questionnaire used to assess metacognitive strategy was determined to be 0.85%. The questionnaire responses were interpreted using the \ proposed guide to determine their awareness of metacognitive <br><br>
DOI: 10.17632/hj9hmywh9c
title: Machine learning for determining lateral flow device results for testing of SARS-CoV-2 infection in a asymptomatic population

description: Validation documentation for training of SARS-CoV-2 machine learning algorithm
DOI: 10.17632/6mwcbdrshs
title: R Programming code for : Geospatiotemporal and Causal Inferential Epidemiological Survey and Exploration of Cannabinoid- and Substance- Related Carcinogenesis in USA 2003-2017.

description: R Code for Paper of Same Title
DOI: 10.17632/kffcz69k2h
title: Skilled Immigration, Firms, and Policy

description: We develop a two-sector dynamic general equilibrium model with skilled immigration that focuses on the role of firms. We first analyze trends related to firm demand for foreign skilled labor in the U.S. (using micro records on Labor Condition Applications from 2012 to 2018) and its relationship with firm sales (using Compustat data). Our model is consistent with the data.
DOI: 10.17632/736xttfm35
title: Data for: Bouba and Kiki inside Objects: Sound-Shape Correspondence for Objects with a Hole

description: This file includes a power analysis for sample size determination, Tables 1-2, and raw data of Experiments 1-5
DOI: 10.6084/m9.figshare.25918564.v1
title: ACE in the YEB and YRB

description: Index of agricultural carbon emissions and efficiency
DOI: 10.17632/3ghbmy6cbs
title: Global Pattern of Persistent Human Papillomavirus Infection in Female Genital Tract: An Update System Review and Meta-analysis

description: We analyzed the type-specific persistent infection of HR-HPV across different continents, aiming to offer valuable insights into the implementation and development of HPV vaccines. There were 129 studies included 656,555 participants.
DOI: 10.6084/m9.figshare.21532395.v1
title: Supplementary Material for: Observational, Multicenter Study on the Efficacy, Tolerability, and Safety of Nintedanib in Patients with Idiopathic Pulmonary Fibrosis Older than 80 Years

description: <b><i>Background:</i></b> Idiopathic pulmonary fibrosis (IPF) primarily affects old patients. Old age is a predictor of mortality. Nintedanib, the only antifibrotic drug approved in Italy for patients aged &gt;80 years, can slow the progression of IPF by reducing the rate of decline in forced vital capacity (FVC) and the risk of exacerbations. <b><i>Objectives:</i></b> The primary aim of the study was to compare the decline of FVC after 12 months of nintedanib in patients aged &gt;80 years versus younger patients. Differences related to other functional data, safety, tolerability, hospitalizations, exacerbations, and mortality were evaluated. <b><i>Methods:</i></b> An observational, retrospective, multicenter study was carried out in Italy. <b><i>Results:</i></b> 159 (122 [76.7%] males) patients were recruited: 106 (66.7%) aged ≤80 years and 53 (33.3%) aged &gt;80 years. FVC decline after 12 months of therapy was not significantly different (−45 mL [−170; 75] vs. −20 mL [−138; 110] mL; <i>p</i>: 0.51). No differences were found for other functional data. Diarrhea was the most frequent adverse event (AE). Rate and type of any AEs, permanent/temporary dose reduction, or drug discontinuation were not significantly different between patients aged ≤80 vs. &gt;80 years. Furthermore, acute exacerbations, hospitalization, and mortality were not significantly different. <b><i>Conclusions:</i></b> Nintedanib is effective and safe in patients with IPF aged &gt;80 years, and no significant differences were found when clinical outcomes were compared with those of younger patients. Thus, older age should not be a barrier for the early prescription of antifibrotic treatment in IPF patients.
DOI: 10.17632/y7ccj9nx3w
title: Data for: Adjustable Photoacoustic Tomography Probe Improves Light Delivery and Image Quality

description: This excel spreadsheet contains the revised raw measurement points for our quantitative Monte Carlo multilayer simulation, as well as ex vivo and in vivo validation experiments.
DOI: 10.6084/m9.figshare.28789046.v1
title: Mitigating capital-labor conflicts in China through environmental credit evaluation

description: Using China’s Enterprise Environmental Credit Evaluation System (EECES) as a quasi-natural experiment, this study examines the impact of corporate environmental credit on capital-labor conflicts.
DOI: 10.17632/2z9v7b9vp3
title: Declining Prey Size in the Southern African Pleistocene: Evaluating the Human Impact

description: An Excell file of 184 layers of southern Africa zooarchaeological remains during the Pleistocene
DOI: 10.17632/r7wmkkt6vz
title: Hydraulic Jump on a Partially Vegetated Bed

description: The datasheet contains experimental data used to create all figures in the WRR paper.