cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5282/ubm/data.526
title: Evaluating Expectations on Museum Communication about Geo- and Environmental Sciences - Survey Data

description: This data set includes the responses of 775 survey participants collected in an online survey on expectations of a natural history museum. The anonymized data contains socio-demographic information of the participants. In addition, expectations of the setting and the content of a fictitious natural history museum, which essentially deals with earth system research topics, were surveyed. The data presented here are the result of a revision of the raw data. Among other things, incorrect data records, more than 80% incomplete data records and duplicates resulting from the data transfer were removed. The data set presented here also contains the results of the coding of open questions by three coders.
description: Dieser Datensatz umfasst die Antworten von 775 UmfrageteilnehmerInnen, die bei einem online-Survey zu den Erwartungen an ein Naturkundemuseum gesammelt wurden. Die anonymisierten Daten enthalten soziodemographische Informationen der TeilnehmerInnen. Darüber hinaus werden Erwartungen an die Gestaltung sowie die inhaltliche Ausgestaltung eines fiktiven Naturkundemuseums abgefragt, dass sich im Kern mit Themen der Erdsystemforschung befasst. Die hier vorliegenden Daten sind durch eine Revision der Rohdaten entstanden. Hierbei wurden unter anderem Fehlerhafte Datensätze, zu mehr als 80% unvollständige Datensätze und durch die Datenübertragung entstandene Doubletten entfernt. Der hier vorliegende Datensatz enthält darüber hinaus die Ergebnisse der Codierung offener Fragen von drei Codierern.
DOI: 10.6084/m9.figshare.25000676
title: Data for: Warmer is better for evolutionary rescue, driving a warm-to-cold bias in habitat colonization dynamics

description: Higher temperatures can accelerate population evolutionary speed and hence speciation rate; and this is a major reason for the uneven distribution of biodiversity on Earth. Here we address the importance of temperature for short-term evolutionary dynamics. Specifically, the chance for populations to survive lethal environmental stresses through the occurrence and fixation of tolerant genotypes (namely evolutionary rescue) would be greater at warmer temperatures. With dispersal among habitats, the advantage in evolutionary rescue for warmer populations, together with population extinction caused by environmental stresses, may cause a bias in habitat colonization dynamics toward the warm-to-cold direction. Those hypotheses were supported by our experiments with a model microbial system. Our results show that warmer temperatures can promote the maintenance of biodiversity by facilitating rapid evolution, and help to understand how the “out of the tropics” pattern in species range shift or within-species gene flow may emerge.
DOI: 10.6084/m9.figshare.25604220
title: Supplementary Material for: What is it like to be in Alcohol Addiction Recovery? A Dialectical Phenomenological Analysis

description: Introduction: Currently, there is no scientific consensus on the concept of alcohol addiction recovery beyond substance use control. This conceptual issue challenges the implementation of therapeutic strategies and mental health policies that are unrestricted to symptomatic remission. Aiming to contribute to its definition, this study aimed to examine the recovery experience of individuals with alcohol addiction using Dialectical Phenomenological Psychopathology (DPP) as a theoretical and methodological framework. Methods: A dialectical phenomenological analysis was conducted through an examination of online interviews with eight Brazilian, São Paulo state citizens who were self-declared to be undergoing alcohol addiction recovery (or who declared that they had completely recovered). Results: Participants’ reports generated eight categories that were subdivided into two groups. The first indicated experiential elements of recovery, such as changes in self-relation, changes in interpersonal relations, changes in time relations, giving new meanings to suffering and alcohol use, and recovery as a continuous process. The second group referred to how the participants interpreted recovery according to their worldviews: as a spiritual experience, moral reformation, and mentality change. Conclusion: These categories can be understood through the lens of DPP as a process of change in the subjects’ being in the world, characterized by the continued management of their existential imbalances in the dimensions of spatiality, temporality, selfhood, and intersubjectivity. The results are preliminary when it comes to conceptualizing recovery but may help future studies to develop recovery-oriented therapeutic strategies.
DOI: 10.6084/m9.figshare.25894654
title: Supplementary Material for: A Descriptive Diagnosis or a Causal Explanation? Accuracy of Depictions of Depression on Authoritative Health Organization Websites

description: Background: Psychiatric diagnoses are descriptive in nature, but the lay public commonly misconceives them as causal explanations. It is not known whether this logical error, a form of circular reasoning, can sometimes be mistakenly reinforced by health authorities themselves. In this study, we investigated the prevalence of misleading causal descriptions of depression in the information provided by authoritative mental health organizations on widely accessed internet sites.

Methods: We searched for popular websites managed by leading mental health organizations and conducted a content analysis to evaluate whether they presented depression accurately as a description of symptoms, or inaccurately as a causal explanation. 

Results: Most websites used language that inaccurately described depression as a causal explanation to depressive symptoms. 

Conclusion: Leading professional medical and psychiatric organizations commonly confound depression, a descriptive diagnostic label, with a causal explanation on their most prominently accessed informational websites. We argue that the scientifically inaccurate causal language in depictions of psychiatric diagnoses is potentially harmful because it leads the public to misunderstand the nature of mental health problems. Mental health authorities providing psychoeducation should clearly state that psychiatric diagnoses are purely descriptive to avoid misleading the public.
DOI: 10.7910/dvn/xteeki
title: American Community Survey Census Indicators for Massachusetts Tracts

description: This dataset contains indicators for all census tracts in Massachusetts derived from five year estimates of the American Community Survey. The American Community Survey is produced annually by the U.S. Census Bureau in one, three, and five year estimates. It details basic information on demographics, race and ethnicity, economics, education levels, transportation modes, family and households characteristics, etc. Raw data and more information on the American Community Survey can be found at https://www.census.gov/programs-surveys/acs/.
DOI: 10.1285/i20356609v15i3p970
title: Movements and Parties: Beyond Contentious Performances
DOI: 10.14284/41
title: Phytoplankton monitoring RADIALES - Section off Cudillero (N Spain, Cantabrian Sea); mid-shelf (station depth 130m); sampling depths 0, 5, 10,30, 40 and 70m
DOI: 10.17632/pm3bjccmfb.1
title: Analysis of quality of instructions on first aid in foreign body airway obstruction presented on English-language websites

description: This dataset contains the results of manual and automated assessments of instructions on first aid in foreign body airway obstruction available on English-language websites.
In October 2023, Google was queried “what to do choking” (search location: London, the UK). The first 35 websites that contained textual instructions on first aid in foreign body airway obstruction were assessed for completeness and correctness of the instructions based on the 10-item “Choking” section of the ERC Research NET checklist for quality appraisal of educational resources on adult Basic Life Support [Birkun et al., 2023]. The instructions were evaluated by two reviewers independently in terms of satisfaction of each checklist item wording as True (completely satisfied, 2 points), Partially True (satisfied in part, 1 point), or Not True (not satisfied/absent, 0 points). Then, the results were compared and agreed to produce the consensual scores. Additionally, Bard (Google LLC, USA) and the new Bing (Microsoft Corporation, USA) large language model-based chatbots were prompted to perform an automated assessment of the same instructions using the same checklist criteria.

Reference:
Birkun AA, Gautam A, Böttiger BW; Delphi study investigators. An expert consensus-based checklist for quality appraisal of educational resources on adult Basic Life Support: a Delphi study. Clin Exp Emerg Med. 2023 Aug 25. doi: 10.15441/ceem.23.049.
DOI: 10.17909/t98304
title: Kepler LC+SC, Q0-Q17

description: Kepler extracted light curves, all Quarters, all cadence types.
DOI: 10.17909/t9ws3r
title: K2 Light Curves (all)

description: K2 extracted light curves, all Campaigns.
DOI: 10.3886/e192872v1
title: Data and Codes for: Labor Substitutability among Schooling Groups

description: This repository contains the data files and programs for replicating the results in our article "Labor Substitutability among Schooling Groups". The procedures and the data used in the analysis are described in the Data Appendix to the article. The programs contained require Stata. See the read me file for instructions.
DOI: 10.4225/28/5ae11dade5fc4
title: Dianetics and scientology references in science fiction magazines from 1949 to 1999
DOI: 10.48786/edbt.2023.04
title: Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL
DOI: 10.5066/p1p6cppe
title: Per- and Polyfluoroalkyl Substances (PFAS) Detected in Smallmouth Bass Collected in Mid-Atlantic Watersheds

description: Plasma from adult smallmouth bass was analyzed for 13 per- and polyfluoroalkyl compounds at 11 sites for a spatial comparison. At four sites a temporal comparison was made over a three year period (2017-2019). At two sites tissue comparisons were made using plasma, whole blood, liver, gonad and muscle. Compounds detected at least once are included in the dataset. For all fish collection site, date of collection, sex, age, length and weight are also documented.
DOI: 10.5066/p9gnpcod
title: Data Release for the 2023 U.S. 50-State National Seismic Hazard Model - Overview

description: This data release contains data sets associated with the 2023 50-State National Seismic Hazard Model Update. The 2023 50-State National Seimsic Hazard Model (NSHM) Update includes an update to the NSHMs for the conterminous U.S (CONUS, last updated in 2018), Alaska (AK, last updated in 2007), and Hawaii (last updated in 2001). Data sets include inputs like seismicity catalogs used as input to the smoothed seismicity model and updated induced seismicity zone polygons in the central and eastern U.S., as well as outputs like hazard curves and uniform-hazard ground motion values. Plots of selected data sets are also included. The data sets provided here are primarily for the 2023 CONUS NHSM and 2023 AK NSHM. Additional data sets for the 2023 AK NSHM can be found at https://www.sciencebase.gov/catalog/item/64bebcced34e70357a31c624. Previously released data sets for the 2021 Hawaii NSHM can be found at https://www.sciencebase.gov/catalog/item/602c0b67d34eb12031143083.
DOI: 10.5066/p9s948u5
title: USGS National and Global Oil and Gas Assessment Project - Appalachian Basin Province, Middle Devonian Marcellus Shale Assessment Units and Input Data Forms

description: This data release contains the boundaries of assessment units and input data for the assessment of undiscovered gas resources in the Middle Devonian Marcellus Shale of the Appalachian Basin Province, 2019. The Assessment Unit is the fundamental unit used in the National Assessment Project for the assessment of undiscovered oil and gas resources. The Assessment Unit is defined within the context of the higher-level Total Petroleum System. The Assessment Unit is shown herein as a geographic boundary interpreted, defined, and mapped by the geologist responsible for the province and incorporates a set of known or postulated oil and (or) gas accumulations sharing similar geologic, geographic, and temporal properties within the Total Petroleum System, such as source rock, timing, migration pathways, trapping mechanism, and hydrocarbon type. The Assessment Unit boundary is defined geologically as the limits of the geologic elements that define the Assessment Unit, such as limits of reservoir rock, geologic structures, source rock, and seal lithologies. The only exceptions to this are Assessment Units that border the Federal-State water boundary. In these cases, the Federal-State water boundary forms part of the Assessment Unit boundary. Methodology of assessments are documented in USGS Data Series 547 for continuous assessments (https://pubs.usgs.gov/ds/547) and USGS DDS69-D, Chapter 21 for conventional assessments (https://pubs.usgs.gov/dds/dds-069/dds-069-d/REPORTS/69_D_CH_21.pdf). See supplemental information for a detailed list of files included this data release.
DOI: 10.5281/zenodo.10138423
title: Dataset: Electromagnetic Properties of Indium Isotopes Elucidate the Doubly Magic Character of 100Sn

description: Dataset for the article "Electromagnetic Properties of Indium Isotopes Elucidate the Doubly Magic Character of 100Sn."
Preprint at arXiv.2310.15093.
DOI: 10.5281/zenodo.10610197
title: Dataset for Linking Science with Media and Policy

description: Data were webscraped from open-source portal FRIS. Aggregated media data were collected from BelgaPress; policy data were collected from Overton. No raw data were used. Anonimized dataset. See readme file for explanation.

For additional information, please contact Walter.Ysebaert@vub.be
DOI: 10.5281/zenodo.11450126
title: Staphylococcus aureus adapts to exploit collagen-derived proline during chronic infection

description: S.aureus isolates from longitudinal collection of an adult patient with cystic fibrosis.
DOI: 10.5281/zenodo.12734113
title: Data curation materials in "Daily life in the Open Biologist's second job, as a Data Curator"

description: This is the supplementary material accompanying the manuscript "Daily life in the Open Biologist’s second job, as a Data Curator".

It contains:



"Python_scripts.zip": Python scripts used for data cleaning and organization:


           -add_headers.py: adds specified headers automatically to a list of csv files, creating new output files containing a "_with_headers" suffix.

           -count_NaN_values.py: counts the total number of rows containing null values in a csv file and prints the location of null values in the (row, column) format.

          -remove_rowsNaN_file.py: removes rows containing null values in a single csv file and saves the modified file with a "_dropNaN" suffix.

          -remove_rowsNaN_list.py: removes rows containing null values in list of csv files and saves the modified files with a "_dropNaN" suffix.



"README_template.txt": a template for a README file to be used to describe and accompany a dataset. 

"template_for_source_data_information.xlsx": a spreadsheet to help manuscript authors to keep track of data used for each figure (e.g., information about data location and links to dataset description).
DOI: 10.5281/zenodo.13807881
title: Cryogenically Cooled Periodically Poled Lithium Niobate Wafer Stacks for Multi-Cycle Terahertz Pulses

description: Dataset used for the figures in the paper: "Cryogenically Cooled Periodically Poled Lithium Niobate Wafer Stacks for Multi-Cycle Terahertz Pulses" by Dalton et al. Accepted for publication in Applied Physics Letters on the 6th September 2024.
DOI: 10.6075/j0rf5rz9
title: Data from: The Influence of Contextual Diversity on Eye Movements in Reading. In Keith Rayner Eye Movements in Reading Data Collection

description: Publication abstract: Recent research has shown contextual diversity (i.e., the number of passages in which a given word appears) to be a reliable predictor of word processing difficulty. It has also been demonstrated that word-frequency has little or no effect on word recognition speed when accounting for contextual diversity in isolated word processing tasks. An eye-movement experiment was conducted wherein the effects of word-frequency and contextual diversity were directly contrasted in a normal sentence reading scenario. Subjects read sentences with embedded target words that varied in word-frequency and contextual diversity. All 1st-pass and later reading times were significantly longer for words with lower contextual diversity compared to words with higher contextual diversity when controlling for word-frequency and other important lexical properties. Furthermore, there was no difference in reading times for higher frequency and lower frequency words when controlling for contextual diversity. The results confirm prior findings regarding contextual diversity and word-frequency effects and demonstrate that contextual diversity is a more accurate predictor of word processing speed than word-frequency within a normal reading task. Subject population: Adults
description: Presentation software: Experiment Builder; Font: 14pt Courier New (11 horizontal pixels per character); Viewing distance: 60 cm; Screen resolution: 1024 x 768; Cut-off for short fixations: 50 ms; Cut-off for long fixations: 699 ms; Fixations within n characters merged: 10 pixels; Software used for data processing: Microsoft Excel, SPSS, R
DOI: 10.6084/m9.figshare.22724963
title: A Metastable Pentagonal 2D Material Synthesized by Symmetry-Driven Epitaxy

description: Fig. 2, Fig.4a, Fig. 5a and 5b
DOI: 10.6084/m9.figshare.25097684
title: <b>10m winter wheat harvested area and planted area distribution map of China for five years (2018-2022)</b>

description: ------ 1. Introductory information ------Title: Mapping 10-m harvested area in the major winter wheat-producing regions of China from 2018 to 2022Format: TIFNaming convention: " ChinaWheatMap10_P_2018.tif" means winter wheat planted area map of 2018, and “ChinaWheatMap10_H_2018.tif" means winter wheat harvested area map of 2018.Authors: Jinkang Hu, Bing Zhang, Dailiang Peng, Jianxi Huang, Wenjuan Zhang, Bin Zhao, Enhui Cheng, Zihang Lou, Shengwei Liu, Songlin Yang, Yunlong Tan, and Yulong LvKey Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of SciencesCorresponding author: Bing ZhangContact Information: hujinkang21@mails.ucas.ac.cn (JK.H.); zhangbing@aircas.ac.cn (B.Z.)------ 2. Data specific information ------The dataset contains winter wheat maps of harvested area and planted area with 10m spatial resolution for five years (2018-2022) over eight provinces. In the datasets, the values equal to one means winter wheat.Software: ArcGIS, QGIS or ENVI are needed to read the dataset.
DOI: 10.6084/m9.figshare.25215338
title: Data and code associated with manuscript "Naturalized species drive functional trait shifts in plant communities"

description: We integrated data from the Standardized Plant Community with Introduced Status database (SPCIS) database with functional trait data from TRY, the Global Root Trait Database, the Root Systems of Individual Plants Database, and peer reviewed literature to assess how introduced plant species change the functional composition of plant communities. Included in the zipfile are the following datasets and scripts: <br>Datasets: SPCIS_CWM_80.csv : Community weighted means of traits for plots used in abundance gradient analysesSPCIS_cooccurring_weighted_means: Weighted means of native and naturalized species in plots where they cooccur. These data were used in concurrence analyses Woodiness_by_plot: Proportion of woody cover in SPCIS plotsWoodiness_CWM: Weighted means of woody and herbaceous species in plots where they cooccur TraitShifts_TraitTable: Mean trait values for species in SPCIS. These data were used to calculate community means and weighted means of specific groups (e.g., native vs nonnative species). Scripts: TraitShifts_Analyses_Figures.R : Code for abundance gradient and concurrence analyses TraitShifts_Analyses_Figures_Woodiness.R: Code for woody vs herbaceous species analyses TraitShifts_Analyses_Figures_NvsI_SI.R: Code for native vs. naturalized species analyses
DOI: 10.6084/m9.figshare.25625154
title: Supplementary Material for: Evaluation of Streptococcus mutans biofilm formation and acidogenicity of infant milk formulas for treating cow milk allergy: An in vitro study

description: Introduction: When infants cannot consume breast milk, the most commonly available alternative milk formula is cow milk-based. Due to a rise in the prevalence of cow milk protein allergy (CMPA) among children, this study aimed to assess the biofilm formation and acidogenicity of cow milk-based formulas as well as milk formulas suggested for children with CMPA. 
Methods: Cow milk-based formulas with 0%, 10%, or 18% sucrose added, partially hydrolyzed formula (pHF), extensively hydrolyzed formula (eHF), amino acid-based formula (AAF), and soy-based formulas with 0%, or 11% sucrose added were evaluated. Streptococcus mutans was used as a representative microorganism associated with caries. The acidogenicity after 24-h incubation was assessed by the pH of the formed biofilm and lactic acid formation. Biofilm formation was quantified using crystal violet staining. Additionally, the biofilm characteristics were determined using confocal laser scanning microscopy (CLSM). Comparisons were made among formulas without added sucrose to observe protein-based differences. Furthermore, formulas with different sucrose percentages were compared to explore the impact of sucrose content.
Results: When comparing the formulas without added sucrose, the biofilm formation in the cow milk-based formula and pHF were significantly greater than the soy-based formula, eHF, and AAF. In the presence of S. mutans, all formulas reduced the biofilm pH below the critical enamel pH. The cow milk-based formula and AAF showed a significantly lower biofilm pH than the pHF, soy-based, and eHF groups, while the lactic acid production was markedly higher in the cow milk-based formula, pHF and AAF, compared with the eHF and soy-based formula. Adding sucrose into the cow milk-based and soy-based formulas substantially increased biofilm mass. The biofilm pH of the cow milk-based formulas, with or without sucrose, was significantly lower than that of the soy-based formulas. The CLSM indicated distinct biofilm characteristics among the different protein-based formulas, with sucrose supplementation promoting S. mutans aggregation in cow milk-based formula biofilm and increased density and intact biofilm in the soy-based formula. 
Conclusion: All assessed milk formulas had caries-inducing factors, including those without supplemental sucrose. Among them, the eHF demonstrated the least caries-inducing factors, attributed to its minimal biofilm formation and the highest biofilm pH.