cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e130602
title: Code for: "Dynamic Evaluation Design"

description: This is a code behind numerical simulations in the theoretical project "Dynamic Evaluation Design." The abstract of the project is as follows:<br><br>A principal owns a firm, hires an agent of uncertain productivity, and designs a dynamic policy for evaluating his performance. The agent observes ongoing evaluations and decides when to quit. When not quitting, the agent is paid a wage that is linear in his expected productivity; the principal claims the residual performance. After quitting, the players secure fixed outside options.<br><br>I show that equilibrium is Pareto efficient. For a broad class of performance technologies, the agent's equilibrium wage deterministically grows with tenure. My analysis suggests that endogenous performance evaluation plays an important role in shaping careers in organizations.
DOI: 10.3886/e130602v1
title: Code for: "Dynamic Evaluation Design"

description: This is a code behind numerical simulations in the theoretical project "Dynamic Evaluation Design." The abstract of the project is as follows:<br><br>A principal owns a firm, hires an agent of uncertain productivity, and designs a dynamic policy for evaluating his performance. The agent observes ongoing evaluations and decides when to quit. When not quitting, the agent is paid a wage that is linear in his expected productivity; the principal claims the residual performance. After quitting, the players secure fixed outside options.<br><br>I show that equilibrium is Pareto efficient. For a broad class of performance technologies, the agent's equilibrium wage deterministically grows with tenure. My analysis suggests that endogenous performance evaluation plays an important role in shaping careers in organizations.
DOI: 10.5281/zenodo.5590590
title: Currency Choice in Contracts

description: Replication of Figures in: Drenik, Kirpalani and Perez (forthcoming), ``Currency Choice in Contracts", The Review of Economic Studies.
DOI: 10.3886/e121081
title: Data and Code for "Cost and Efficiency in Government Outsourcing: Evidence from the Dredging Industry"

description: This paper investigates the how government outsourcing affects efficiency and expenditures by considering how outsourcing decisions are determined along two dimensions: (i) cost differences between private firms and government suppliers of public goods and (ii) dynamics arising from cost complementarities and capacity constraints. I formulate and estimate a dynamic model of government outsourcing using project-level data from the dredging industry. Model estimates indicate substantial cost savings due to outsourcing but also that government presence in the market yields cost reduction. A counterfactual policy featuring direct competition between government and private sector firms finds a total expenditure reduction of 15.7 percent.<br><br>
DOI: 10.3886/e121081v1
title: Data and Code for "Cost and Efficiency in Government Outsourcing: Evidence from the Dredging Industry"

description: This paper investigates the how government outsourcing affects efficiency and expenditures by considering how outsourcing decisions are determined along two dimensions: (i) cost differences between private firms and government suppliers of public goods and (ii) dynamics arising from cost complementarities and capacity constraints. I formulate and estimate a dynamic model of government outsourcing using project-level data from the dredging industry. Model estimates indicate substantial cost savings due to outsourcing but also that government presence in the market yields cost reduction. A counterfactual policy featuring direct competition between government and private sector firms finds a total expenditure reduction of 15.7 percent.<br><br>
DOI: 10.5281/zenodo.5590396
title: Data for Laboratory Observations of Electron Heating and non-Maxwellian Distributions at the Kinetic Scale During Electron-Only Magnetic Reconnection

description: Simulation data as appearing in the Supplementary of the paper titled "Laboratory Observations of Electron Heating and non-Maxwellian Distributions at the Kinetic1Scale During Electron-Only Magnetic Reconnection".
DOI: 10.5281/zenodo.5590395
title: Data for Laboratory Observations of Electron Heating and non-Maxwellian Distributions at the Kinetic Scale During Electron-Only Magnetic Reconnection

description: Simulation data as appearing in the Supplementary of the paper titled "Laboratory Observations of Electron Heating and non-Maxwellian Distributions at the Kinetic1Scale During Electron-Only Magnetic Reconnection".
DOI: 10.21239/v9x71b
title: Base de datos sistema de información REDCAM, monitoreo de la REDCAM departamento de Nariño segundo semestre 2014
DOI: 10.5517/ccdc.csd.cc27krzk
title: CCDC 2072659: Experimental Crystal Structure Determination

description: Related Article: Melyssa L. Grieve, Patrick R. W. J. Davey, Craig M. Forsyth, Brett M. Paterson|2021|Molecules|26|3646|doi:10.3390/molecules26123646
DOI: 10.5517/ccdc.csd.cc27ks0m
title: CCDC 2072660: Experimental Crystal Structure Determination

description: Related Article: Melyssa L. Grieve, Patrick R. W. J. Davey, Craig M. Forsyth, Brett M. Paterson|2021|Molecules|26|3646|doi:10.3390/molecules26123646
DOI: 10.5517/ccdc.csd.cc27ks1n
title: CCDC 2072661: Experimental Crystal Structure Determination

description: Related Article: Melyssa L. Grieve, Patrick R. W. J. Davey, Craig M. Forsyth, Brett M. Paterson|2021|Molecules|26|3646|doi:10.3390/molecules26123646
DOI: 10.5281/zenodo.5590561
title: 2005 August 24 MAGE Electrodynamic results

description: Electrodynamic results from the Multiscale Atmosphere Geospace Environment (MAGE) model at 0.5degree resolution for the 2005 August 24 geomagnetic storm event. The electrodynamic results include the cross polar cap potential and field aligned current distributions.
DOI: 10.5517/ccdc.csd.cc27n2xx
title: CCDC 2074889: Experimental Crystal Structure Determination

description: Related Article: Ryan J. Witzke, Diptarka Hait, Martin Head-Gordon, T. Don Tilley|2021|Organometallics|40|1758|doi:10.1021/acs.organomet.1c00218
DOI: 10.5281/zenodo.5590500
title: 2005 August 24 TIEGCM-Weimer thermosphere-ionosphere results

description: Results for the thermosphere-ionosphere from the Thermosphere-Ionosphere Electrodynamic General Circulation Model (TIEGCM) for 2005 August 24 geomagnetic storm.
DOI: 10.5281/zenodo.5590560
title: 2005 August 24 MAGE Electrodynamic results

description: Electrodynamic results from the Multiscale Atmosphere Geospace Environment (MAGE) model at 0.5degree resolution for the 2005 August 24 geomagnetic storm event. The electrodynamic results include the cross polar cap potential and field aligned current distributions.
DOI: 10.5517/ccdc.csd.cc27n2yy
title: CCDC 2074890: Experimental Crystal Structure Determination

description: Related Article: Ryan J. Witzke, Diptarka Hait, Martin Head-Gordon, T. Don Tilley|2021|Organometallics|40|1758|doi:10.1021/acs.organomet.1c00218
DOI: 10.5517/ccdc.csd.cc27n2zz
title: CCDC 2074891: Experimental Crystal Structure Determination

description: Related Article: Ryan J. Witzke, Diptarka Hait, Martin Head-Gordon, T. Don Tilley|2021|Organometallics|40|1758|doi:10.1021/acs.organomet.1c00218
DOI: 10.6084/m9.figshare.16850227
title: Observing Bird Behaviour 2

description: The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <b><br></b><b>Rep </b>is replicate or unique bird observed. <br>The <b>observe</b>r is Davis Le, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>256 Centennial Park Rd, Etobicoke, Ontario, Canada</b>. <b><br></b><b>Species </b>is the general name of the bird observed, data was recorded with the assistance of the eBird app and website. <br>The <b>Count</b> column is the number of individuals that were observed doing that specific behaviour. <b><br></b><b>Behaviour</b> and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description of its surroundings. Additional tables are provided to more clearly explain the actions and surroundings of the observations. <br>The <b>Duration of sampling</b> was roughly 2 hours. I walked around the park actively searching for bird species and observing their behaviours around other birds, humans, or in isolation.
DOI: 10.5281/zenodo.5590499
title: 2005 August 24 TIEGCM-Weimer thermosphere-ionosphere results

description: Results for the thermosphere-ionosphere from the Thermosphere-Ionosphere Electrodynamic General Circulation Model (TIEGCM) for 2005 August 24 geomagnetic storm.
DOI: 10.5281/zenodo.5587725
title: 2005 August 24 MAGE thermosphere-ionosphere results

description: Results for the thermosphere-ionosphere component of the Multiscale Atmosphere Geospace Environment (MAGE) model at 0.625 degree resolution for 2005 August 24 geomagnetic storm.
DOI: 10.6084/m9.figshare.16850227.v2
title: Observing Bird Behaviour 2

description: The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <b><br></b><b>Rep </b>is replicate or unique bird observed. <br>The <b>observe</b>r is Davis Le, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>256 Centennial Park Rd, Etobicoke, Ontario, Canada</b>. <b><br></b><b>Species </b>is the general name of the bird observed, data was recorded with the assistance of the eBird app and website. <br>The <b>Count</b> column is the number of individuals that were observed doing that specific behaviour. <b><br></b><b>Behaviour</b> and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description of its surroundings. Additional tables are provided to more clearly explain the actions and surroundings of the observations. <br>The <b>Duration of sampling</b> was roughly 2 hours. I walked around the park actively searching for bird species and observing their behaviours around other birds, humans, or in isolation.
DOI: 10.5281/zenodo.5587724
title: 2005 August 24 MAGE thermosphere-ionosphere results

description: Results for the thermosphere-ionosphere component of the Multiscale Atmosphere Geospace Environment (MAGE) model at 0.625 degree resolution for 2005 August 24 geomagnetic storm.
DOI: 10.5517/ccdc.csd.cc27mmgz
title: CCDC 2074441: Experimental Crystal Structure Determination

description: Related Article: Xiao Wang, Dian Li, Junlin Zhang, Jianxian Gong, Junkai Fu, Zhen Yang|2021|Org.Lett.|23|5092|doi:10.1021/acs.orglett.1c01633
description: Related Article: Xiao Wang|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc27mmfy
title: CCDC 2074440: Experimental Crystal Structure Determination

description: Related Article: Xiao Wang, Dian Li, Junlin Zhang, Jianxian Gong, Junkai Fu, Zhen Yang|2021|Org.Lett.|23|5092|doi:10.1021/acs.orglett.1c01633
DOI: 10.6084/m9.figshare.16850227.v1
title: Observing Bird Behaviour

description: The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <b><br></b><b>Rep </b>is replicate or unique bird observed. <br>The <b>observe</b>r is Davis Le, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>256 Centennial Park Rd, Etobicoke, Ontario, Canada</b>. <b><br></b><b>Species </b>is the general name of the bird observed, data was recorded with the assistance of the eBird app and website. <br>The <b>Count</b> column is the number of individuals that were observed doing that specific behaviour. <b><br></b><b>Behaviour</b> and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description of its surroundings. Additional tables are provided to more clearly explain the actions and surroundings of the observations. <br>The <b>Duration of sampling</b> was roughly 2 hours. I walked around the park actively searching for bird species and observing their behaviours around other birds, humans, or in isolation.
DOI: 10.5517/ccdc.csd.cc27p8z6
title: CCDC 2076038: Experimental Crystal Structure Determination

description: Related Article: Xin Zhang|2021|CSD Communication|||
description: Related Article: Xin Zhang, Linqing Qin, Xingzheng Liu, Caixia Zhang, Jianwei Yu, Zuo Xiao, Nan Zheng, Boxuan Wang, Yanan Wei, Zengqi Xie, Yishi Wu, Zhixiang Wei, Kai Wang, Feng Gao, Liming Ding, Hui Huang|2021|Solar RRL|5|2100522|doi:10.1002/solr.202100522
DOI: 10.5517/ccdc.csd.cc27pp7w
title: CCDC 2076418: Experimental Crystal Structure Determination

description: Related Article: Marvin Metzelaars, Sergio Sanz, Jeff Rawson, Rudolf Hartmann, Claus M. Schneider, Paul Kögerler|2021|Chem.Commun.|57|6660|doi:10.1039/D1CC02191E
DOI: 10.5517/ccdc.csd.cc27pp8x
title: CCDC 2076419: Experimental Crystal Structure Determination

description: Related Article: Marvin Metzelaars, Sergio Sanz, Jeff Rawson, Rudolf Hartmann, Claus M. Schneider, Paul Kögerler|2021|Chem.Commun.|57|6660|doi:10.1039/D1CC02191E
DOI: 10.5517/ccdc.csd.cc27pp9y
title: CCDC 2076420: Experimental Crystal Structure Determination

description: Related Article: Marvin Metzelaars, Sergio Sanz, Jeff Rawson, Rudolf Hartmann, Claus M. Schneider, Paul Kögerler|2021|Chem.Commun.|57|6660|doi:10.1039/D1CC02191E
DOI: 10.5517/ccdc.csd.cc27ppbz
title: CCDC 2076421: Experimental Crystal Structure Determination

description: Related Article: Marvin Metzelaars, Sergio Sanz, Jeff Rawson, Rudolf Hartmann, Claus M. Schneider, Paul Kögerler|2021|Chem.Commun.|57|6660|doi:10.1039/D1CC02191E
DOI: 10.6084/m9.figshare.16799623.v2
title: Observing Bird Behaviour

description: <b>Rep</b> is replicate or unique bird observed.<br>The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <br>The <b>observer</b> is me, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>Centennial Park</b>. <br><b><br></b><b>Species</b> is the general name of the bird observed, data was recorded with the assistance of the eBird app and website.<br>The <b>Count </b>column is the number of individuals that were observed doing that specific behaviour.<br><b>Behaviour </b>and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description of its surroundings.<br>The <b>Duration of sampling </b>was roughly 2 hours.
DOI: 10.3886/e111041
title: Data and Code for: Voter Turnout and Preference Aggregation

description: We study how voter turnout affects the aggregation of preferences inelections. Under voluntary voting, election outcomes disproportionatelyaggregate the preferences of voters with low voting cost and high preferenceintensity. We show identification of the correlation structure amongpreferences, costs, and perceptions of voting efficacy, and explore how thecorrelation affects preference aggregation. Using 2004 U.S. presidentialelection data, we find that young, low-income, less-educated, and minorityvoters are underrepresented. All of these groups tend to prefer Democrats,except for the less-educated. Democrats would have won the majority of theelectoral votes if all eligible voters had turned out.
DOI: 10.3886/e111041v1
title: Data and Code for: Voter Turnout and Preference Aggregation

description: We study how voter turnout affects the aggregation of preferences inelections. Under voluntary voting, election outcomes disproportionatelyaggregate the preferences of voters with low voting cost and high preferenceintensity. We show identification of the correlation structure amongpreferences, costs, and perceptions of voting efficacy, and explore how thecorrelation affects preference aggregation. Using 2004 U.S. presidentialelection data, we find that young, low-income, less-educated, and minorityvoters are underrepresented. All of these groups tend to prefer Democrats,except for the less-educated. Democrats would have won the majority of theelectoral votes if all eligible voters had turned out.
DOI: 10.15468/yrbyvc
title: Taxonomic notes on Ponera guangxiensis Zhou, 2001 (Hymenoptera: Formicidae: Ponerinae), with a new distribution record from Vietnam and the first description of queen, male, and larva

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chi-Man, Leong, Chung-Chi, Lin, Shiuh-Feng, Shiao, Dai Dac, Nguyen, Katsuyuki, Eguchi (2018): Taxonomic notes on Ponera guangxiensis Zhou, 2001 (Hymenoptera: Formicidae: Ponerinae), with a new distribution record from Vietnam and the first description of queen, male, and larva. Revue suisse de Zoologie 125 (2): 201-215, DOI: 10.5281/zenodo.1414195
DOI: 10.6084/m9.figshare.16799623.v3
title: Observing Bird Behaviour

description: <b>Rep</b> is replicate or unique bird observed.<br>The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <br>The <b>observer</b> is me, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>256 Centennial Park Road, Etobicoke, Ontario, Canada</b>. <br><b><br></b><b>Species</b> is the general name of the bird observed, data was recorded with the assistance of the eBird app and website.<br>The <b>Count </b>column is the number of individuals that were observed doing that specific behaviour.<br><b>Behaviour </b>and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description code of its surroundings. Another two tables are provided with explanations on what the birds were specifically doing and a more detailed description of where they were.<br>The <b>Duration of sampling </b>was roughly 2 hours.
DOI: 10.6084/m9.figshare.16799623
title: Observing Bird Behaviour

description: <b>Rep</b> is replicate or unique bird observed.<br>The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <br>The <b>observer</b> is me, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>256 Centennial Park Road, Etobicoke, Ontario, Canada</b>. <br><b><br></b><b>Species</b> is the general name of the bird observed, data was recorded with the assistance of the eBird app and website.<br>The <b>Count </b>column is the number of individuals that were observed doing that specific behaviour.<br><b>Behaviour </b>and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description code of its surroundings. Another two tables are provided with explanations on what the birds were specifically doing and a more detailed description of where they were. <br>The <b>Duration of sampling </b>was roughly 2 hours.
DOI: 10.6084/m9.figshare.16799623.v5
title: Observing Bird Behaviour

description: <b>Rep</b> is replicate or unique bird observed.<br>The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <br>The <b>observer</b> is me, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>256 Centennial Park Road, Etobicoke, Ontario, Canada</b>. <br><b><br></b><b>Species</b> is the general name of the bird observed, data was recorded with the assistance of the eBird app and website.<br>The <b>Count </b>column is the number of individuals that were observed doing that specific behaviour.<br><b>Behaviour </b>and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description code of its surroundings. Another two tables are provided with explanations on what the birds were specifically doing and a more detailed description of where they were. <br>The <b>Duration of sampling </b>was roughly 2 hours.
DOI: 10.6084/m9.figshare.16799623.v4
title: Observing Bird Behaviour

description: <b>Rep</b> is replicate or unique bird observed.<br>The <b>date</b> of the observations is recorded in the format dd/mm/yyyy. <br>The <b>observer</b> is me, formatted to show my initials. <br>The <b>location</b> is the site where observations were made, in this case it was <b>256 Centennial Park Road, Etobicoke, Ontario, Canada</b>. <br><b><br></b><b>Species</b> is the general name of the bird observed, data was recorded with the assistance of the eBird app and website.<br>The <b>Count </b>column is the number of individuals that were observed doing that specific behaviour.<br><b>Behaviour </b>and <b>Environment</b> is the general action the bird species was doing at the time of observation and a description code of its surroundings. Another two tables are provided with explanations on what the birds were specifically doing and a more detailed description of where they were. <br>The <b>Duration of sampling </b>was roughly 2 hours.
DOI: 10.5281/zenodo.5590638
title: Modified MNIST

description: This modified MNIST dataset was originally at https://github.com/VanushVaswani/keras_mnistm/releases/download/1.0/keras_mnistm.pkl.gz but became invalid recently. Therefore, it is uploaded here for reuse. This dataset is the MNIST-M dataset in the DANN paper Ganin, Yaroslav, et al. "Domain-adversarial training of neural networks." Journal of Machine Learning Research 17(1), 2096-2030, 2016. http://jmlr.org/papers/v17/15-239.html
DOI: 10.5281/zenodo.5590637
title: Modified MNIST

description: This modified MNIST dataset was originally at https://github.com/VanushVaswani/keras_mnistm/releases/download/1.0/keras_mnistm.pkl.gz but became invalid recently. Therefore, it is uploaded here for reuse. This dataset is the MNIST-M dataset in the DANN paper Ganin, Yaroslav, et al. "Domain-adversarial training of neural networks." Journal of Machine Learning Research 17(1), 2096-2030, 2016. http://jmlr.org/papers/v17/15-239.html
DOI: 10.34740/kaggle/dsv/2728636
title: Political Tweets with Gender Info
DOI: 10.6073/pasta/11a8123a58cbb45d76c61fbb1f5b88d7
title: Effects of Plant Removal on Mineralization Rates at the Rocky Mountain Biological Laboratory, Gunnison County, Colorado: 2018

description: The loss of aboveground plant diversity alters belowground ecosystem function; yet, the mechanisms underpinning this relationship and the degree to which plant community structure and climate mediate the effects of plant species loss remain unclear. Here, we explored how plant species loss through experimental removal shaped belowground function in ecosystems characterized by different climatic regimes and edaphic properties. We measured plant community composition as well as potential carbon (C) and nitrogen (N) mineralization through laboratory soil incubations and microbial extracellular enzyme activity in soils collected from four unique plant removal experiments located along an elevational gradient in Colorado, USA, during the summer of 2018. We found that regardless of the identity of the removed species or the climate at each site plant removal decreased the absolute variation in potential N-mineralization rates and marginally reduced the magnitude of N-mineralization rates. While plant species removal also marginally reduced C-mineralization rates, C-mineralization, unlike N-mineralization, displayed sensitivity to the climatic and edaphic differences among sites, where C-mineralization was greatest at the high elevation site that receives the most precipitation annually and contains the largest soil total C pools. Plant removal had little impact on soil enzyme activity. Removal effects were not contingent on the amount of biomass removed annually, and shifts in mineralization rates occurred despite only marginal shifts in plant community structure following plant species removal. Our results present a surprisingly simple and consistent pattern of belowground response to the loss of dominant plant species across an elevational gradient with different climatic and edaphic properties, suggesting a common response of belowground ecosystem function to plant species loss regardless of which plant species are lost or the broader climatic context.