cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e120686
title: Code and Data for: "Is New Platform Work Different from Other Freelancing?"

description: The rise of freelance work in the online platform economy (OPE) has received considerable media and policy attention in recent years, but freelance work is by no means a new phenomenon. In this paper, we draw on I.R.S. tax records to identify instances when workers begin doing online platform work versus other freelance/independent contractor “gig” work for firms. We find gig work occurs around major reductions in outside income, and document usage over the lifecycle. Our results provide suggestive evidence on motivations for entering into each type of work.
DOI: 10.3886/e120686v1
title: Code and Data for: "Is New Platform Work Different from Other Freelancing?"

description: The rise of freelance work in the online platform economy (OPE) has received considerable media and policy attention in recent years, but freelance work is by no means a new phenomenon. In this paper, we draw on I.R.S. tax records to identify instances when workers begin doing online platform work versus other freelance/independent contractor “gig” work for firms. We find gig work occurs around major reductions in outside income, and document usage over the lifecycle. Our results provide suggestive evidence on motivations for entering into each type of work.
DOI: 10.3886/e120686v1-69864
title: Code and Data for: "Is New Platform Work Different from Other Freelancing?"

description: The rise of freelance work in the online platform economy (OPE) has received considerable media and policy attention in recent years, but freelance work is by no means a new phenomenon. In this paper, we draw on I.R.S. tax records to identify instances when workers begin doing online platform work versus other freelance/independent contractor “gig” work for firms. We find gig work occurs around major reductions in outside income, and document usage over the lifecycle. Our results provide suggestive evidence on motivations for entering into each type of work.
DOI: 10.3886/e117206v1-69865
title: Data and Code for: "The New Tools of Monetary Policy"

description: This repository contains data and programs to replicate Tables 1-4 and footnote 18 found in Bernanke (2020) and Tables 5-7 in the Online Appendix. The repository also contains data and programs to run stochastic simulations of alternative monetary policies using the Fed's FRB/US model.
DOI: 10.3886/e119446v44
title: COVID-19 US State Policy Database

description: For questions or comments about the database please contact:<br>Rachel Scheckman <br>rscheckm@bu.edu <br>Database Manager Department of Health Law, Policy & Management <br>Boston University School of Public Health<br><br>Database of state policies on closures, shelter-in-place orders, housing protections, changes to Medicaid and SNAP, physical distancing closures, reopening, and more created by researchers at the Boston University School of Public Health. Policies included are state-wide directives or mandates, not guidance or recommendations. In order for a policy to be included, it must apply to the entire state. We are working quickly to go through state government websites to make the policy database as complete and accurate as possible in a rapidly changing policy context. If you use data on a given policy, we encourage you to triangulate based on additional sources of policy data and to review the source documentation to consider the coding decisions that are right for your work. Of course, please email us if you note a discrepancy so we can improve the database for everyone. State policy source documentation can be found at: tinyurl.com/statepolicysources.
description: other; Contributors: Megan Cole Brahim, Noa Krawczyk, Carolyn Hoffman, Claire Corkish, Elizabeth Ferrara, Elizabeth Long, Emily Baroni, Faith Contador, Hannah Simon, Morgan Simko, Rachel Scheckman, Sarah Brewer, Sue Kulkarni, Felicia Heykoop, Manish Patel, Aishwarya Vidyasagaran, Andrew Chiao, Cara Safon, Samantha Burkhart, Harry Jung, Victor Lee, Marina MacKinnon, Aarohi Rede, Marie Vearling, Sophie Li, Christina Wang, Tim Levengood, María Jordán P. Emma Chistolini
description: State policies. Smallest Geographic Unit: State
DOI: 10.6084/m9.figshare.13238453
title: Target enrichment gene set, alignments and partition files for the study:" Using target enrichment sequencing to study the higher-level phylogeny of the largest lichen-forming fungi family: Parmeliaceae (Ascomycota)"

description: file .fas: alignmentsfile .txt: RAxML style partition files <br>file Pseude_target_CDS_translation.fasta: Target enrichment gene set (amino acid)<br>
DOI: 10.5519/qd.l8kqu0li
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (22 records)
DOI: 10.6084/m9.figshare.13244438
title: Data from: Cost-effectiveness of four food waste interventions: is food waste reduction a "win-win?"

description: The data archived here are the raw data required to reproduce all analysis presented in a manuscript currently in press at <i>Resources, Conservation & Recycling</i>.<br>Read, Q. D. & Muth, M. K. (2020). Cost-effectiveness of four food waste interventions: is food waste reduction a "win-win?" <i>Resources, Conservation & Recycling</i>, in press.<br>This dataset is intended for use with the code archived at https://doi.org/10.5281/zenodo.4021655 . Please refer to the <b>README.md</b> file in that repository for instructions on how to download the data and reproduce the analysis.<br>The data archived in this repository are from a variety of different sources. As much as is practicable, they are presented here in their raw form as they were downloaded, without any processing. All processing steps can be replicated using the code archived in the accompanying code repository.<br><b>Abstract of manuscript</b><b><br></b>At least 30% of food is wasted during the journey from farm to processor to retailer to consumer in the United States, accounting for an estimated 20% of the environmental impact of the food system. The food waste problem is well characterized, but solutions are not: there has been little rigorous comparison of the costs and potential benefits of food waste reduction interventions. Food waste reduction is often described as a “win-win,” benefiting consumers, the environment, and businesses’ bottom line. We present a method for evaluating this claim by accounting for the costs and environmental benefits of food waste reduction. The procedure involves assembling data on costs and efficacy of the intervention, scaling the costs up to the national level, estimating the quantity and value of food waste averted, and finally estimating the potential averted environmental impact. We apply our method to four representative nationwide interventions: consumer education and public awareness campaigns, spoilage prevention packaging for produce and meat, standardization of date labels, and foodservice waste tracking systems. The estimated annual cost of each intervention varied from $126 to $595 million. The environmental cost-effectiveness of the interventions varied two- to threefold (for example, 6 to 16 kg CO<sub>2</sub> reduced per $1 invested). Outstanding questions include how to scale interventions to the national level and how to address the mismatch between who incurs the costs of implementation and who benefits. Our method can be adapted to waste interventions across the food system and in countries beyond the United States.<b><br></b><br>
DOI: 10.6084/m9.figshare.13026125
title: Experiment 2 data files

description: Artificial vegetation descriptions were used to explore the value of additional contextual information and to examine expert judgements of restoration and conservation thresholds. Experts were each provided with descriptions of 25 vegetation patches (10 in common) drawn from a total pool of 90. These descriptions were all artificially modified from a set of five reference plots that had previously been allocated to the Monaro Tableland CTGW community through numeric analysis. Descriptions were systematically modified to generate examples with and without trees, to remove characteristic groundlayer native species and add non-native species. These modifications replicated the range of degradation that result from agricultural land use including tree clearing, livestock grazing, application of fertiliser, cultivation and pasture sowing. In addition, we supplemented plots with additional information: (1) distance from the sampled vegetation patch to the nearest Snow gum<i> </i>in the same landscape position (0m - 2000m); (2) the presence or absence of stumps and; (3) the number of trees with a diameter at breast height &gt;0.5m (large trees, range from 0 - 4) (<i>Supporting Information S2</i>). Each of these were also systematically varied. The final set of 90 patches spanned the potential range of condition states from diverse woodland with old trees through to isolated species poor and weed dominated pastures.<br>Experts were asked to provide their judgement of the probability that each sample belonged to the CTGW (Experiment 1 and 2), had crossed a low condition threshold and should not be protected as the CTGW (Experiment 2), or could be successfully restored given reasonable management inputs (Experiment 2). Judgements were elicited using a three-point probability scale (Soll and Klayman, 2004; Burgman, 2016). In each case experts were asked to assign their lowest, highest and most likely probabilities, with questions structured following the guidelines recommended by Burgman (2016).
DOI: 10.6084/m9.figshare.13026125.v1
title: Experiment 2 data files

description: Artificial vegetation descriptions were used to explore the value of additional contextual information and to examine expert judgements of restoration and conservation thresholds. Experts were each provided with descriptions of 25 vegetation patches (10 in common) drawn from a total pool of 90. These descriptions were all artificially modified from a set of five reference plots that had previously been allocated to the Monaro Tableland CTGW community through numeric analysis. Descriptions were systematically modified to generate examples with and without trees, to remove characteristic groundlayer native species and add non-native species. These modifications replicated the range of degradation that result from agricultural land use including tree clearing, livestock grazing, application of fertiliser, cultivation and pasture sowing. In addition, we supplemented plots with additional information: (1) distance from the sampled vegetation patch to the nearest Snow gum<i> </i>in the same landscape position (0m - 2000m); (2) the presence or absence of stumps and; (3) the number of trees with a diameter at breast height &gt;0.5m (large trees, range from 0 - 4) (<i>Supporting Information S2</i>). Each of these were also systematically varied. The final set of 90 patches spanned the potential range of condition states from diverse woodland with old trees through to isolated species poor and weed dominated pastures.<br>Experts were asked to provide their judgement of the probability that each sample belonged to the CTGW (Experiment 1 and 2), had crossed a low condition threshold and should not be protected as the CTGW (Experiment 2), or could be successfully restored given reasonable management inputs (Experiment 2). Judgements were elicited using a three-point probability scale (Soll and Klayman, 2004; Burgman, 2016). In each case experts were asked to assign their lowest, highest and most likely probabilities, with questions structured following the guidelines recommended by Burgman (2016).
DOI: 10.5517/ccdc.csd.cc22dfqn
title: CCDC 1918581: Experimental Crystal Structure Determination

description: Related Article: Swapneswar Mondal, Parthasarathi Dastidar|2020|Cryst.Growth Des.|20|7411|doi:10.1021/acs.cgd.0c01090
DOI: 10.5517/ccdc.csd.cc22dfrp
title: CCDC 1918582: Experimental Crystal Structure Determination

description: Related Article: Swapneswar Mondal, Parthasarathi Dastidar|2020|Cryst.Growth Des.|20|7411|doi:10.1021/acs.cgd.0c01090
DOI: 10.5517/ccdc.csd.cc22dfsq
title: CCDC 1918583: Experimental Crystal Structure Determination

description: Related Article: Swapneswar Mondal, Parthasarathi Dastidar|2020|Cryst.Growth Des.|20|7411|doi:10.1021/acs.cgd.0c01090
DOI: 10.6084/m9.figshare.13025147
title: Experiment 1 data files

description: Experts were asked to provide probabilistic judgements of whether individual samples belonged to either of the ecological communities based on data drawn from standard floristic plot surveys. Experts were provided with 30 "sites" (14 in common) drawn from a total pool of 100. Each included a complete inventory of vascular plant species within a fixed area plot (20m x 20m), estimated cover-abundance for each species (Braun‐Blanquet 1932), elevation, mean annual rainfall and substrate.
DOI: 10.6084/m9.figshare.13025147.v1
title: Experiment 1 data files

description: Experts were asked to provide probabilistic judgements of whether individual samples belonged to either of the ecological communities based on data drawn from standard floristic plot surveys. Experts were provided with 30 "sites" (14 in common) drawn from a total pool of 100. Each included a complete inventory of vascular plant species within a fixed area plot (20m x 20m), estimated cover-abundance for each species (Braun‐Blanquet 1932), elevation, mean annual rainfall and substrate.
DOI: 10.21227/6z01-e980
title: Assessing multiple operationally-stable power flow solutions in unbalanced impedance-grounded systems: initialization procedure and analysis

description: The power flow is usually formulated by nonlinear equations and may present multiple solutions. However, most of these solutions do not represent a practical situation but are mathematical findings. Remarkably, in unbalanced multiphase systems with impedance-grounded loads, a phenomenon can occur where two or more solutions may especially show practical significance. These solutions are called operationally-stable solutions (solutions which for a given loading level the nodal voltages, currents, and losses are feasible) and may be obtained in Distribution Systems (DS). In this paper, some relevant aspects regarding the multiple solutions in unbalanced grounded systems are explored: (i) the development of a simple analytical model considering the feeder and loads to analyze the multiple solutions generically; (ii) a direct procedure for initializing neutral voltages to find possible operationally-stable solutions or reduce the number of iterations to achieve convergence; (iii) a study on multiple solutions using the continuation power flow to analyze their behavior and verify their impacts on DS. The proposed assumptions have been confirmed with numerical experiments over IEEE 123, Simple NEV, and IEEE 8500 test feeders.
DOI: 10.6084/m9.figshare.13244756
title: Observational Turbulent Reynolds Stress in the Ocean Surface Boundary Layer and Wind Stress in the northern South China Sea during October 2019

description: Using high-frequency acoustic instruments installed on an offshore platform, we synchronously measured the winds and oceanic currents near the sea surface. The acquired data were used to compare quantitatively the turbulent Reynolds stress in the ocean surface boundary layer and the wind stress over the sea surface. The observational period extended from 1530 UTC+8 on 12 October 2019 to 1030 UTC+8 on 22 October 2019. The observations were conducted from an observation platform of a marine meteorology tower in the northern South China Sea. This platform, located at 21.44°N, 111.39°E, is approximately 6.5 km from the nearest shore. The mean water depth is approximately 16 m. The platform is anchored by three slanted steel piles rooted under the seafloor, each with diameter of 0.75 m.
DOI: 10.6084/m9.figshare.13244756.v1
title: Observational Turbulent Reynolds Stress in the Ocean Surface Boundary Layer and Wind Stress in the northern South China Sea during October 2019

description: Using high-frequency acoustic instruments installed on an offshore platform, we synchronously measured the winds and oceanic currents near the sea surface. The acquired data were used to compare quantitatively the turbulent Reynolds stress in the ocean surface boundary layer and the wind stress over the sea surface. The observational period extended from 1530 UTC+8 on 12 October 2019 to 1030 UTC+8 on 22 October 2019. The observations were conducted from an observation platform of a marine meteorology tower in the northern South China Sea. This platform, located at 21.44°N, 111.39°E, is approximately 6.5 km from the nearest shore. The mean water depth is approximately 16 m. The platform is anchored by three slanted steel piles rooted under the seafloor, each with diameter of 0.75 m.
DOI: 10.5281/zenodo.4276348
title: Kohls Google Trend dataset

description: Dataset taken from https://sites.google.com/site/timeserieschain/home/Kohls_data.mat?attredirects=0&revision=1 who adopted it from http://www.www2015.it/documents/proceedings/proceedings/p721.pdf . Stored on Zenodo as backup for Stumpy Time Series Chains tutorial https://stumpy.readthedocs.io/en/latest/Tutorial_Time_Series_Chains.html.
DOI: 10.5281/zenodo.4276347
title: Kohls Google Trend dataset

description: Dataset taken from https://sites.google.com/site/timeserieschain/home/Kohls_data.mat?attredirects=0&revision=1 who adopted it from http://www.www2015.it/documents/proceedings/proceedings/p721.pdf . Stored on Zenodo as backup for Stumpy Time Series Chains tutorial https://stumpy.readthedocs.io/en/latest/Tutorial_Time_Series_Chains.html.
DOI: 10.17632/p5rtt97gyc.1
title: Data for: Theoretical insight into the oxidation mechanism of NO2 and SO2 on TiO2 surface: The role of H2O, NH3 and SO42-

description: All coordinates of Optimized structures (relevant reactants, transition states, intermediates and products ) are listed.
DOI: 10.17632/548g8wfkhj.1
title: Data for: Sediment transport by burrowing activity of snow vole (Chionomys nivalis) in subalpine prairies of Parâng Mountains (Romania): quantitative modelling and methodological perspectives.

description: raw data of all available measurements in the field
DOI: 10.25442/hku.13213547
title: Supporting data for "Genetic and mechanical interactions in the pathogenesis of adolescent idiopathic scoliosis"

description: Incudes X-ray images in jpeg/tif format, easily readable. File includes whole mount X-rays, tail X-rays, and tail looping X-rays. XL sheet of X-ray analysis done through ImageJ software.Includes raw histological images in Jpeg/tiff format, easily readable. Includes IVD histology, growth plate histology, limb histology and tail looping histology. XL sheet of histology analysis measuring area, volume, disc height and disc length. IF images in tiff format includes seperate channels and merged channels. IF staining for Pax1(red), Sox9(green), Collagen 1(green)/2(red), Dapi(blue) and Tunel assay (red). <br><br>
DOI: 10.25442/hku.13213547.v1
title: Supporting data for "Genetic and mechanical interactions in the pathogenesis of adolescent idiopathic scoliosis"

description: Incudes X-ray images in jpeg/tif format, easily readable. File includes whole mount X-rays, tail X-rays, and tail looping X-rays. XL sheet of X-ray analysis done through ImageJ software.Includes raw histological images in Jpeg/tiff format, easily readable. Includes IVD histology, growth plate histology, limb histology and tail looping histology. XL sheet of histology analysis measuring area, volume, disc height and disc length. IF images in tiff format includes seperate channels and merged channels. IF staining for Pax1(red), Sox9(green), Collagen 1(green)/2(red), Dapi(blue) and Tunel assay (red). <br><br>
DOI: 10.5281/zenodo.4276545
title: Water Film Thickness in Unsaturated Porous Media: Effect of Pore Size, Pore Solution Chemistry, and Mineral Type

description: Data set used in figures.
DOI: 10.5281/zenodo.4276544
title: Water Film Thickness in Unsaturated Porous Media: Effect of Pore Size, Pore Solution Chemistry, and Mineral Type

description: Data set used in figures.
DOI: 10.14457/tu.the.2019.728
title: Thai year 12 students' attitudes toward using Google Docs in collaborative essay writing

description: This study aimed to explore Year 12 (M.6) Thai students' attitudes towards using Google Docs for collaborative essay writing in terms of collaboration via Google Docs, learning about essay writing via Google Docs and practicality of Google Docs. The participants of the study were 42 Year 12 (M.6) students studying in a Sci-Math Program for essay writing during semester 2, academic year 2019, at Yothinburana School, Bangkok, Thailand. The data were collected through a questionnaire divided into two sections. The first part was about participants’ demographic information and the second part consisted of forty-five closed-ended questions. Semi-structured interviews were also conducted to explore their in-depth attitudes toward using Google Docs for collaborative essay writing in three aforementioned aspects. The data were analyzed to find frequency, means and standard deviation. The researcher found that most of the students strongly agreed that they were able to make important contributions to the Google Docs collaborative essay writing. It was easy for them to edit and revise others’ texts. They also thought that using Google Docs helped them write content relevant to the given topics and learn how to write an essay in the correct format and how to write an essay to convey the text in meaningful ways to the readers. In addition, they mentioned that they could submit work anywhere when using Google Docs in collaborative essay writing.
DOI: 10.14457/tu.the.2019.729
title: Lessons from Denmark: how Thai social enterprises can transform antagonistic assets to complementary assets

description: The aim of the research is to explore frameworks proposed by kai Hockerts for Danish Social Enterprises and apply them to the ecosystem of Thai Social Enterprises. An empirical case study method on various Thai Hybrid Social Enterprises are used. The paper takes a look on how Thai Social Enterprises can transform Antagonistic Assets into Complementary Assets. It also looks at how Thai organizations can learn from Hybrid Social Enterprises with the theories proposed by Hockerts. Blue Ocean Strategy is also used to dissect core business activities of Thai Hybrid Social Enterprises. The paper also looks at what could be added on top of the existing theories proposed by Hockerts with WYG WYG model that could be used for Thai Social Enterprises to cover their discrepancies, and legal form of Thai Hybrid Social enterprises that affect their ability in the conversion of Antagonistic Assets to Complementary Assets.
DOI: 10.14457/tu.the.2019.730
title: ความสัมพันธ์ระหว่างการควบคุมภายในตามกรอบแนวคิด COSO 2013 กับประสิทธิภาพการทำงานของเจ้าหน้าที่: กรณีศึกษา สำนักงานสรรพากรพื้นที่กรุงเทพมหานคร

description: งานวิจัยนี้มีวัตถุประสงค์เพื่อศึกษาความสัมพันธ์ระหว่างการควบคุมภายในตามกรอบแนวคิด COSO 2013 กับประสิทธิภาพการทำงานของเจ้าหน้าที่ของสำนักงานสรรพากรพื้นที่กรุงเทพมหานคร การวิจัยนี้เป็นการวิจัยเชิงสำรวจ (Survey Research) โดยใช้แบบสอบถามสำรวจข้อมูลและวิเคราะห์ถดถอยพหุคูณจากกลุ่มตัวอย่างจำนวน 372 คน ระหว่างวันที่ 1 มิถุนายน 2563 ถึงวันที่ 20 กรกฎาคม 2563 ผลการศึกษาพบว่าองค์ประกอบของการควบคุมภายใน ได้แก่ ด้านสภาพแวดล้อมของการควบคุม ด้านกิจกรรมการควบคุม และด้านสารสนเทศและการสื่อสาร มีความสัมพันธ์เชิงบวกกับประสิทธิภาพการทำงานของเจ้าหน้าที่ ขณะที่ด้านการประเมินความเสี่ยงและด้านกิจกรรมการกำกับติดตามและประเมินผลไม่พบความสัมพันธ์