cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jbtfxn997r
title: Comparison and Distinctiveness

description: In two experiments, we investigated the role of dimensional distinctiveness on the generalization of novel names for unfamiliar objects. In a comparison versus no-comparison design, we also manipulated within- and between-category comparisons with 4 and 6-year-olds. In the high-distinctiveness case, both age groups benefited from within comparisons in contrast to no comparison conditions. In the low-distinctiveness case, however, only older children benefited from comparison. Experiment 2 decomposed sources of distinctiveness along the two dimensions in order to determine which dimension must be distinctive in comparison format for better generalization. We interpret these findings in terms of within and between category similarities and differential costs of comparison for varying levels of distinctiveness. 

In Experiment 1, we used a forced-choice categorization task in which children had to decide which of two simultaneously presented objects would have the same name as the standard(s). Each child performed two practice trials followed by five experimental trials presented in random order. The design was a 4x2x2 with Comparison (within-and between-category comparison, 2-1, vs. within category-comparison, 2-0; vs. between-category comparison 1-1, vs. no comparison, 1-0), Age (4- or 5-year-old), and Distinctiveness (low distinctiveness vs. high distinctiveness) as between-subjects factors. The eight experimental conditions defining the materials were named according to the following logic combining condition of distinctiveness (High or Low), and condition of comparison (1-0; 1-1; 2-0; 2-1). For example, High-1-0 means high distinctive stimuli, one standard (no within-category comparison) and no contrast (no between-category comparison), or Low-2-1 means low distinctive stimuli, two standards (within-category comparison), and one contrast (see Table 1).

We also used a forced-choice categorization task in Experiment 2. Each child performed two practice trials followed by five experimental trials presented in random order. The design was a 4x2 with Distinctiveness (High-Shape/High-Texture, HS/HT, High-Shape/Low-Texture, HS/LT, Low-Shape/High-Texture, LS/HT, Low-Shape/Low-Texture, LS/LT) and Age (4- or 5-year-old) as between-subjects factor. The four experimental conditions defining the materials were named according to each dimension’s distinctiveness: 
-	In the High-Shape/High-Texture condition both shape and texture were distinctive 
-	In the High-Shape/Low-Texture condition, the shape was distinctive but not the texture 
-	In the Low-Shape/High-Texture condition, the texture was distinctive but not the shape
-	In the Low-Shape/Low-Texture condition, both shape and texture were not distinctive

In the Data files, 1 corresponds to a response based on texture, and 0 corresponds to a response based on shape.
DOI: 10.6084/m9.figshare.22298734.v1
title: Digest of United Kingdom Energy Statistics (DUKES) 2021: chapters 1-7, annexes A to J and long-term trends tables

description: <br> The Digest of United Kingdom Energy Statistics (DUKES) is the annual energy statistics publication produced by BEIS. It provides a detailed and comprehensive picture on the production and consumption of individual fuels and of energy as a whole. <br> © Crown copyright 2021. This publication is licensed under the terms of the Open Government Licence v3.0 except where otherwise stated. To view this licence, visit nationalarchives.gov.uk/doc/open-government-licence/version/3
DOI: 10.6084/m9.figshare.14338883.v1
title: Illumina reads analysis of Vibrio alfacsensis pSEA2-free strain LN95

description: Illumina reads of Vibrio alfacsensis pSEA2-free strain LN95 were used to confirm the loss of plasmid pSEA2 from strain 04Ya249. These reads were also used in search for the circular form of Tn6945, but it was not detected.<br><br>bam and bai files were posted in figshare to view mapping results in Tablet or IGV.<br><br># result of mapping to 04Ya249_submission.fas<br>LN95_04Ya249_mapped.sort.bam<br>LN95_04Ya249_mapped.sort.bam.bai<br><br># result of mapping to "att_seqs_04Ya249.fas"<br>LN95_atts_mapped.sort.bam<br>LN95_atts_mapped.sort.bam.bai<br>terminal commands, input files used for mapping and coverage analysis results were also posted. Illumina fastq files are available under SRA/DRA accession number DRA011762 .<br><br>The following two files are Sanger sequencing trace files of PCR-amplifed attTn from strain 04Ya249 genomic DNA.<br>attTn_type1_04Ta249-LN127-128-10_H10_016.ab1 <br>attTn_type2_04Ta249-LN127-128-9_G10_014.ab1<br>
DOI: 10.6084/m9.figshare.24636153.v1
title: YangEtAl_2023_Dataset_Regional flood catalog

description: Regional flood catalog generated using framework proposed in Yang et al., 2023. The catalog is stored in "FloodCatalog.rar" in csv format. Descriptions of each column are summarized in "ReadMe.xlsx".
DOI: 10.17632/ygwhjpp2c9
title: Replication files for: Quantitative Sovereign Default Models and the European Debt Crisis

description: We divided the replication files into three sub-folders: 1. Section 2 – this folder contains the Stata data and do files to replicate our graphs from Figure 1 and the regression results in Table 1. 2. Section 4 calibration targets – this folder contains a Matlab data and script file to compute the targeted moments for the two calibration exercises in Section 4.1. 3. Section 4 model – this folder contains the Julia files to compute the solution of the model.1 In addition to computing moments, the Julia files save a text file for Matlab with simulation results. This folder also contains the Matlab files to produce Figures 3-5 in the paper.
DOI: 10.17632/pfhs8ndrpm
title: Data for: Environment and Economic Development in Commodity Exporting Countries

description: Energy Economics dataset and do files
DOI: 10.17632/ppgn4sx9dt
title: Disease Severity and Vaccination Propensity: A COVID-19 Case Study From Vietnam

description: Disease Severity and Vaccination Propensity: A COVID-19 Case Study From Vietnam
DOI: 10.17632/pps4d75ntr
title: Time series data of force and frequency of rotation for an in-stream water wheel

description: This is the raw time series data from a custom force measurement system using Arduino. It provides force outputs (in grams) of a load cell connected to a DC motor acting as a small dynamometer for determining power characteristics of a small in-stream water wheel in an experimental water tunnel. It also provides frequency data by capturing data for each rotation of the turbine using a magnet and Hall effect sensor. This data is processed using the Matlab script as detailed below and in the file.

Some notable findings include Cp-TSR curves for a number of blade depths and velocities, confirmation that the power produced by an undershot water wheel is proportional to both the depth ratio squared and the velocity cubed, as well as the linearity of torque vs. TSR.
DOI: 10.6084/m9.figshare.17914091.v1
title: Climate Change Humor Dataset and Analyses

description: Raw dataset of survey item responses as well as JMP reports displaying ANOVAs and pairwise correlations from <i>Using different types of humor to communicate the risks of climate change to undergraduate students </i>(2022) by Bell-Clement et. al.
DOI: 10.17632/fnw59h7y89
title: PromitoLipi: A versatile offline dataset of handwritten Bangla words and paragraphs

description: The PromitoLipi Dataset contains two different datasets, PromitoLipi1.1 and PromitoLipi2.1. PromitoLipi1.1 contains 80 single-page handwritten paragraphs of individuals of different personalities and ages, with 7231 words. Among these datasets, most of the paragraphs are comprehensive. They can be used for handwritten line/word segmentation, paragraph recognition, and multimodal natural language processing tasks like document summarization, sentiment analysis, and content extraction. Also, some paragraphs are incomprehensive/incoherent( random unassociated words are written one after another) and are primarily helpful for segmentation-based tasks.
On the other hand, PromitoLipi2.1 contains 9830 open vocabulary word images consisting of 24050 consonant/vowel/diacritic/number/conjunct/punctuation instances and their corresponding annotation files. This dataset can be used for handwritten character segmentation and word recognition. For 70% of the words in this dataset, Writers of different ages from different areas were asked to write random words on paper. For the rest of the 30%, words were collected from different CMATERdb datasets to create versatility in the dataset. Then, the word images were segmented and binarized(background pixels in white and foreground/text pixels in black) so that each image contained no irrelevant information besides the word text consisting of single/multiple classes.
DOI: 10.17632/mptp44tmym
title: SIGV5D: A routine to compute the reaction rates of interacting distribution functions

description: Abstract We present a package which computes reaction rates 〈σv〉 based on interactions whose cross-sections σ are functions of relative velocity. The reacting distribution functions are expressed in terms of spherical coordinates in velocity space and are assumed to be independent of the azimuthal angle. A Legendre expansion method is used. One may compute 〈σv〉 for several different reactions simultaneously and for several sets of distribution functions. The user must supply subprograms for setting up... Title of program: SIGV5D Catalogue Id: ABFG_v1_0 Nature of problem SIGV5D computes reaction rates based on interactions whose cross-sections sigma are functions of relative velocity. The reacting species are described by velocity-space distribution functions, which when expressed in terms of spherical coordinates in velocity space (v, theta, phi), are assumed to be independent of the azimuthal angle phi. One may compute for several different reactions simultaneously and for several sets of distribution functions. Versions of this program held in the CPC repository in Mendeley Data ABFG_v1_0; SIGV5D; 10.1016/0010-4655(88)90149-X This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/pk9vtvzzkx
title: data

description: These datasets have taken from kaggle.com and we perform sentiment analysis on these three dataset. It shows several customers openion as sentence and level(positive or negative comment).
DOI: 10.6084/m9.figshare.23737671.v1
title: Gene models for <em>Drosophila ananassae</em>, <em>Drosophila bipectinata</em>, <em>Drosophila kikkawai</em>, and <em>Drosophila takahashii</em>

description: These files are gene annotations for the genome assemblies described in the forthcoming publication <em>Long-read genome assemblies for the study of chromosome expansion: Drosophila kikkawai, Drosophila takahashii, Drosophila bipectinata, and Drosophila ananassae. </em> <br> RefSeq gene models from <em>D. kikkawai</em>, <em>D. takahashii</em>, <em>D. bipectinata</em>, and <em>D. ananassae </em>were aligned against the corresponding Hi-C genome assembly using BLAT with the following parameters q=rna -fine -minScore=20 -stepSize=5. The transcript alignments were analyzed by pslReps with the parameters -minCover=0.15 -minAli=0.98 -nearTop=0.001, and then filtered by pslCDnaFIlter with the parameters -minId=0.95 -minCover=0.15 -localNearBest=0.001 -minQSize=20 -ignoreIntrons -repsAsMatch -ignoreNs -bestOverlap.
DOI: 10.17632/7xk265xvw3
title: Data for: On the potential of "PV + EV" for deep decarbonization of Kyoto's power systems: Techno, economic, and social considerations towards 2030 and beyond

description: This data contains a weather file for SAM, and hourly demand for Kyoto City for 2018.
DOI: 10.17632/jpk2t755vg
title: Raw data for fatigue dataset for carbon fibre-reinforced polymers under uni- and multiaxial loads with varying biaxiality and stress ratios. Part 1: Proportional multiaxial loads

description: The dataset contains data for radially wound quasi-unidirectional tube test specimens with the layer structure
[±90]s balanced angle laminates with the layer structure [±70]s and multidirectional laminates with the layer structure [90| ± 70]s. The material system investigated consists of carbon fiber-reinforced plastic with a epoxy resin
as the matrix material.
DOI: 10.17632/kbztx35zdp
title: Data for: Data-Driven Oxygen Excess Ratio Control for Proton Exchange Membrane Fuel Cell

description: The simulatin files are developed based on MATALB R2015a. The readers can get all the results in the paper by executing "fplot_ADRC1.m" Any inquiry can be directed to Dr. Li Sun, Southeast University. Email: sunli12@seu.edu.cn Best
DOI: 10.17632/z2zd4sxnvb
title: Evidence of substrate control of Cdk phosphorylation during the budding yeast cell cycle. Takacs et al

description: A series of sequential events orchestrate cell growth and division, set in motion by cyclin-dependent kinases (Cdks). In the ‘qualitative model’ for Cdk control, order is achieved by cell cycle stage-specific cyclins. However, single-cyclin cells retain cell cycle order. In an alternative ‘quantitative model’, increasing Cdk activity triggers substrate phosphorylation at sequential thresholds. Here, we test a key prediction from the quantitative model: the best Cdk substrates should be first to be phosphorylated. Phosphoproteome analysis of synchronous budding yeast cultures, against expectations, reveals little correlation between known in vitro Cdk phosphorylation rates and observed in vivo phosphorylation timings. Incorporating Cdk-counteracting phosphatases that impose phosphorylation thresholds does not improve the correlation. Instead of kinase-phosphatase control, i.e. ‘regulator control’, our phosphoproteome patterns reveal signatures of ‘substrate control’, including substrate-defined phosphorylation waves. The changing behavior of the substrates themselves therefore contributes to ordering their Cdk phosphorylation during the budding yeast cell cycle.
DOI: 10.6084/m9.figshare.25927180.v1
title: H4_Wh

description: Energy related data for House 4
DOI: 10.6084/m9.figshare.7506908.v1
title: Recent mineral discoveries in the Coronel Murta, Taquaral, and Medina pegmatite fields, northeastern Minas Gerais, Brazil

description: Abstract The occurrence of five rare minerals in the Eastern Brazilian Pegmatite Province, northeastern Minas Gerais, is described and discussed: bergslagite [CaBe(AsO4)(OH)] from the Manoel Fonseca mine, Coronel Murta county; herderite [CaBe(PO4)F] from the Funil mine, Medina county; lithiophosphate [Li3PO4] from the Cachoeira mine, Araçuaí/Itinga counties; lithiotantite [Li(Ta,Nb)3O8] from the Murundu mine, Itinga county; and kosnarite [KZr2(PO4)3] from Mario Pinto mine, Itinga county. The host pegmatites of these minerals, with their respective main chemical and/or mineralogical features are also presented. As a consequence of such discoveries, Raman spectra for lithiotantite and lithiophosphate were made available, and crystal structure refinement for lithiotantite was performed.
DOI: 10.17632/cn22f6pkzv
title: Simulated Microgravity-Induced Alterations in PDAC Cells: A Potential Role for Trichostatin A in Restoring Cellular Phenotype

description: The work involves molecular and proteomic analysis investigating cell growth, metabolism, and protein synthesis after TSA treatment in three-dimensional organized PaCa44 cells (cell spheroids) following microgravity exposure
DOI: 10.17632/s995fsg2kv
title: QCDF90: a set of Fortran 90 modules for a high-level, efficient implementation of QCD simulations

description: Abstract We present a complete set of Fortran 90 modules that can be used to write very compact, efficient, and high level QCD programs. The modules define fields (gauge, fermi, generators, complex, and real fields) as abstract data types, together with simpler objects such as SU (3) matrices or color vectors. Overloaded operators are then defined to perform all possible operations between the fields that may be required in a QCD simulation. QCD programs written using these modules need not have cumbe... Title of program: QCDF90 Catalogue Id: ADEE_v1_0 Nature of problem Non-perturbative computations in QCD. Versions of this program held in the CPC repository in Mendeley Data ADEE_v1_0; QCDF90; 10.1016/0010-4655(96)00103-8 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/49mn56pncy
title: Newark fatal crashes and hospitals 2021

description: In Newark, a disturbing trend has emerged with fatal car accidents occurring in close proximity to hospitals. This ironic and tragic phenomenon highlights the stark reality of road safety challenges in urban areas. Despite the presence of medical facilities designed to save lives, the surrounding roads witness devastating accidents claiming them. Such occurrences not only underscore the urgency of addressing road safety measures but also raise questions about the effectiveness of emergency response systems. The juxtaposition of life-saving institutions and deadly accidents serves as a poignant reminder of the need for comprehensive efforts to enhance road safety, not only in Newark but across urban landscapes worldwide.
DOI: 10.17632/r4ztj33y35
title: Primers identified through microsatellite mining from Leiarius marmoratus

description: Report of primers identified by the batchprimer3 program in the article "Development and mapping of microsatellite markers for Leiarius marmoratus obtained by partial denovo genome assembly".
DOI: 10.17632/vt59v689jt
title: Data for: NON-NEWTONIAN SMOOTHED PARTICLE HYDRODYNAMICS AND ITS COUPLING TO DISCRETE ELEMENT MODELLING FOR MINERAL SLURRIES

description: DEM-SPH Coupling Simulation Files
DOI: 10.17632/dy4c7f2yrt
title: Data for: CDF Transform-Shift: An effective way to deal with datasets of inhomogeneous cluster densities

description: This code provides a demonstration of CDF-TS in Matlab.
DOI: 10.17632/g8g6vyhtdt
title: The U.S. Dollar in Crisis: The Role of Asset-Backed Digital Currencies in Its Transformation

description: This dataset supports the thesis The U.S. Dollar in Crisis: The Role of Asset-Backed Digital Currencies in Its Transformation by Nicolin Decker. It provides empirical data and econometric models to analyze the feasibility of Asset-Backed Digital Currencies (ABDCs) as a stabilizing alternative to fiat monetary systems. Spanning historical macroeconomic data (1970–2024) and projected ABDC circulation trends (2026–2036), the dataset includes inflation-adjusted monetary indicators, crisis response simulations, and global trade impact assessments. Key analyses incorporate Vector Autoregression (VAR), Monte Carlo simulations, Granger causality tests, and DSGE modeling to evaluate ABDC's effect on inflation control, liquidity stability, and financial resilience. The dataset is structured for full reproducibility, ensuring rigorous validation of ABDC’s role in modernizing global monetary policy.
DOI: 10.17632/knrhmnz234
title: Replication files for "The Impact of Money on Science."

description: This dataset replicates tables and figures in the article "The Impact of Money on Science." The paper measures the productivity of university research investments and asks whether the resulting pools of knowledge create valuable, downstream technology (or simply accumulate in the “ivory tower”). It uses unexpected NCAA athletic outcomes to vary research support to university faculty and estimate knowledge productivity. We find positive, significant effects of research expenditures on articles published and patents filed. Then, using data on university technology licensing income, we show that these investments produce large returns in real terms. The data consists of an instrument, inputs, and outputs (from the knowledge production process). -The instrument consists of Associated Press college football team rankings. -The inputs the knowledge production function consist of the following: * research support expenditures (downloaded from the National Science Foundation) * faculty headcounts and expenditures (also downloaded from the National Science Foundation) * physical capital, i.e. facility expenditures (downloaded from IPEDS) - The outputs measure patenting, publishing, and licensing activity * Patent data comes from PatentsView.org (http://www.patentsview.org) and the USPTO Office of the Chief Economist. * Publishing activity is measured by academic publications, mainly in the ``STEM'' fields * University technology licensing revenues are surveyed and published by Association of University Technology Managers (``AUTM'') More details on the construction of these measures can be found in the associated article. Name correspondences are provided in an Excel file (nameMerge.xlsx). Code that combines the data from the subfolders and replicates the relevant tables and figures of the paper is provided in a STATA "do" file (master_final.do). Output files are exported to the "output" subfolder.
DOI: 10.17632/m4ksvmrpsx
title: Comment on “Computer simulation of Fresnel diffraction from rectangular apertures and obstacles using the Fresnel integrals approach” in Optics & Laser technology, January 2020

description: This is the Mathematica notebook use for the simulations reported in the comment.
DOI: 10.17632/9jj6jm2bdp
title: Molecular controls over corticospinal neuron segmental target specificity. Sahni et al., Macklis

description: We FACS purified corticospinal neurons (CSN) in lateral versus medial cortex and analyzed genes differentially expressed between these subpopulations at three distinct developmental times - postnatal day 1 (P1), P4, and P7. The dataset was compiled using three biological replicates at P1, and two biological replicates at P4, and P7. The original microarray dataset is presented here along with gene lists of the top significantly differentially expressed genes in each subpopulation at P1, and P4. The excel files include the following: 1. The complete dataset showing gene intensities (normalized using rosetta resolver) comprising all probes, the normalized intensity for each probe in each biological dataset, the combined average intensity in each subpopulation at each time point, the fold change (of lateral versus medial CSN) at each time point, and the associated p value. 2. The top genes differentially expressed by lateral CSN at P1, ranked by SAM-RMA, along with the normalized rosetta intensities as described above. 3. The top genes differentially expressed by medial CSN at P1, ranked by SAM-RMA, along with the normalized rosetta intensities as described above. 4. The top genes differentially expressed by lateral CSN at P4, ranked by SAM-RMA, along with the normalized rosetta intensities as described above. 5. The top genes differentially expressed by medial CSN at P4, ranked by SAM-RMA, along with the normalized rosetta intensities as described above. The original microarray data has been deposited at the Gene Expression Omnibus database at NCBI (Accession GSE77311).
DOI: 10.17632/nst2pmhgdv
title: Online Relationship Marketing and Bank Trust

description: This dataset is based the Online Relationship Marketing (ORM) activities (engagement, interactivity, personalization, and collaboration) of banks and its impact on the dimensions of online trust (ability, benevolence, and integrity) among customers. Respondents were purposively sampled for the study. Each respondent was asked a qualifying question to know whether they had recently interacted with their bank online. This was to ensure that the prospective respondent fell within the sample population; after which they were given a survey to complete. The data was analysed using PLS SEM.
DOI: 10.17632/r4ynbj374v
title: Research Dataset of Digital Marketing in Indonesia

description: Research Dataset of Digital Marketing in Indonesia. The dataset contains demographics of responden, report of PLS Bootstrapping and PLS Algorithm in excel and image.
DOI: 10.17632/ytxf3tdgkj
title: Public debt choices and financial development dataset

description: This data is for 6 East African Community countries for various macroeconomic variables. The data has been converted into natural logarithm.