cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e120824v1
title: Data and Code for: Queens of the Desert Convictism and Marital Attitudes across Australia

description: We merge data on spatial variation in the presence of convicts across eighteenth and nineteenth century Australia with results from the country's 2017 poll on same-sex marriage and with household survey data. These combined data allow us to identify the lasting impact of convict colonization on social norms about marriage. We find that in areas with higher historical convict concentrations, more Australians recently voted in favor of same-sex marriage and hold liberal views about marriage more generally. Our results highlight how founder populations can have lasting effects on locally held social norms.<br>
DOI: 10.3886/e120768
title: Data and code for "A Pareto-Improving Way to Teach Principles of Economics: Evidence from the University of Toronto"

description: University of Toronto undergraduates can choose between conventional and literacy-targeted (LT) principles of economics courses. We compare demographics and performance in subsequent courses for 13,000 students over 11 years and find that LT courses attract a greater percentage of female and domestic students; conditional on meeting grade thresholds, LT students do just as well in intermediate theory and statistics courses as conventional principles students; women do as well or better than men in intermediate theory and statistics courses. With appropriately chosen thresholds, departments offering LT courses can preserve subsequent disciplinary rigor and address underrepresentation of women and minorities.
description: First year Economics students at the University of Toronto, 2006-2017. Smallest Geographic Unit: Canada (University of Toronto)
DOI: 10.3886/e120768v1
title: Data and code for "A Pareto-Improving Way to Teach Principles of Economics: Evidence from the University of Toronto"

description: University of Toronto undergraduates can choose between conventional and literacy-targeted (LT) principles of economics courses. We compare demographics and performance in subsequent courses for 13,000 students over 11 years and find that LT courses attract a greater percentage of female and domestic students; conditional on meeting grade thresholds, LT students do just as well in intermediate theory and statistics courses as conventional principles students; women do as well or better than men in intermediate theory and statistics courses. With appropriately chosen thresholds, departments offering LT courses can preserve subsequent disciplinary rigor and address underrepresentation of women and minorities.
description: First year Economics students at the University of Toronto, 2006-2017. Smallest Geographic Unit: Canada (University of Toronto)
DOI: 10.3886/e120572
title: Data and code for: Do Workers Comply with Salary History Bans? A Survey on Voluntary Disclosure, Adverse Selection, and Unraveling

description: Salary history bans forbid employers from asking job candidates to disclose their salaries. However, applicants can still volunteer this information. Our theoretical model predicts that the effect of these laws varies by how workers comply. Our survey of Americans in the labor force finds candidates fall into three compliance types: 25 percent always disclose their salary whether asked or not, 17 percent never disclose, and 58 percent comply with the ban. Importantly, compliance type varies by demographics (e.g. always-disclosers are more male, compliers are more female), and workers are more likely to disclose as others do the same, which suggests unraveling.
description: web-based survey; We contracted with the survey firm Prolific.
description: Americans in the labor force.
DOI: 10.3886/e120572v1
title: Data and code for: Do Workers Comply with Salary History Bans? A Survey on Voluntary Disclosure, Adverse Selection, and Unraveling

description: Salary history bans forbid employers from asking job candidates to disclose their salaries. However, applicants can still volunteer this information. Our theoretical model predicts that the effect of these laws varies by how workers comply. Our survey of Americans in the labor force finds candidates fall into three compliance types: 25 percent always disclose their salary whether asked or not, 17 percent never disclose, and 58 percent comply with the ban. Importantly, compliance type varies by demographics (e.g. always-disclosers are more male, compliers are more female), and workers are more likely to disclose as others do the same, which suggests unraveling.
description: web-based survey; We contracted with the survey firm Prolific.
description: Americans in the labor force.
DOI: 10.3886/e120837
title: Data and Code for: Gender Differences in Scientific Communication, and their Impact on Grant Funding Decisions

description: Why are women under-represented in the fields of science, technology, and innovation? Using a sample of Gates and NIH grant applications submitted by a common pool of US-based academic researchers, we implement a range of text analysis methods associated with gendered language. We find that despite significant institutional differences, there are consistent gender differences in scientific communication. By contrast, we find starkly differing impacts of these text characteristics on funding outcomes across our institutional settings. Our findings suggest that institutional reform is likely to be a viable strategy for increasing gender inclusion in science and technology.
DOI: 10.3886/e120837v1
title: Data and Code for: Gender Differences in Scientific Communication, and their Impact on Grant Funding Decisions

description: Why are women under-represented in the fields of science, technology, and innovation? Using a sample of Gates and NIH grant applications submitted by a common pool of US-based academic researchers, we implement a range of text analysis methods associated with gendered language. We find that despite significant institutional differences, there are consistent gender differences in scientific communication. By contrast, we find starkly differing impacts of these text characteristics on funding outcomes across our institutional settings. Our findings suggest that institutional reform is likely to be a viable strategy for increasing gender inclusion in science and technology.
DOI: 10.3886/e120793
title: Data and Code for: Wealth Stratification and Portfolio Choice

description: This paper investigates the past decade’s increase in wealth inequality along racial and ethnic lines. Using a new measure of wealth stratification based on data from the Survey of Consumer Finances, we find that stratification increased significantly for Blacks from 2007 to 2016; Hispanics exhibited a similar but less pronounced trend. Our regression analysis shows that relative to Whites, Blacks and Hispanics tend to invest more in houses and less in stocks, controlling for observable demographic factors. Consequently, these groups did not benefit as much as Whites from the decade’s spectacular increase in stock prices.
DOI: 10.3886/e120804v1
title: Data and Code for: Do Immigration Raids Deter Head Start Enrollment?

description: We study whether raids lead to a decrease in Hispanic Head Start enrollment. Specifically, using a nationwide dataset of immigration raids from 2006 through 2008, a period of intensified interior enforcement in the U.S., we provide the first large-scale evidence of the causal impact of local raids on a community. After applying a flexible matching strategy across counties with differential exposure to raids to create analysis samples, we employ a triple-difference strategy to disentangle enrollment changes from leaving a community (mobility effect) versus disengagement from services (deterrence effect). We find robust evidence that immigration raids decrease Hispanic enrollment in Head Start by 10 percent. Further, by comparing this effect to Hispanic students enrolled in first grade, we find evidence that the decrease in Head Start enrollment is driven by a deterrence effect. In other words, after a raid occurs locally, our findings suggest that families are staying in their communities but not enrolling their children in Head Start.
DOI: 10.3886/e120793v1
title: Data and Code for: Wealth Stratification and Portfolio Choice

description: This paper investigates the past decade’s increase in wealth inequality along racial and ethnic lines. Using a new measure of wealth stratification based on data from the Survey of Consumer Finances, we find that stratification increased significantly for Blacks from 2007 to 2016; Hispanics exhibited a similar but less pronounced trend. Our regression analysis shows that relative to Whites, Blacks and Hispanics tend to invest more in houses and less in stocks, controlling for observable demographic factors. Consequently, these groups did not benefit as much as Whites from the decade’s spectacular increase in stock prices.
DOI: 10.3886/e120789
title: Data and Code For: Firm-Level Automation: Evidence from the Netherlands

description: <br>In this paper, we use a Dutch firm-level survey on automation expenditures linked to administrative records covering the universe of firms in the Netherlands to consider firm-level automation over 2000-2016. While we do not observe the specific automation technology being adopted, ours is an omnibus measure allowing us to study automation across all private non-financial sectors of the economy.<br>We first define automation events at the firm-level by exploiting the lumpy nature of automation investments. Next, we show that firms that have automation events experience higher employment growth and revenue growth than firms that do not have these events, consistent with findings for robotics. Using a descriptive event study at the firm level, however, we see that firms do save labor after investing in automation technology, while wages continue to rise. Importantly, these effects arise among both manufacturing and non-manufacturing firms, indicating that this is not specific to technologies like robotics. <br>
DOI: 10.3886/e120789v1
title: Data and Code For: Firm-Level Automation: Evidence from the Netherlands

description: <br>In this paper, we use a Dutch firm-level survey on automation expenditures linked to administrative records covering the universe of firms in the Netherlands to consider firm-level automation over 2000-2016. While we do not observe the specific automation technology being adopted, ours is an omnibus measure allowing us to study automation across all private non-financial sectors of the economy.<br>We first define automation events at the firm-level by exploiting the lumpy nature of automation investments. Next, we show that firms that have automation events experience higher employment growth and revenue growth than firms that do not have these events, consistent with findings for robotics. Using a descriptive event study at the firm level, however, we see that firms do save labor after investing in automation technology, while wages continue to rise. Importantly, these effects arise among both manufacturing and non-manufacturing firms, indicating that this is not specific to technologies like robotics. <br>
DOI: 10.7295/w9cil53217
title: CIL:53217, Entire Organism, Overall development
DOI: 10.7295/w9cil53218
title: CIL:53218, Entire Organism, Overall development
DOI: 10.6084/m9.figshare.12939563.v1
title: R0218_20180213a_videos

description: Rat 0218, skilled reaching data collected in Leventhal laboratory by Alexandra Bovask<br>
DOI: 10.6084/m9.figshare.12939563
title: R0218_20180213a_videos

description: Rat 0218, skilled reaching data collected in Leventhal laboratory by Alexandra Bovask<br>
DOI: 10.7295/w9cil53219
title: CIL:53219, Entire Organism, Overall development
DOI: 10.7295/w9cil53220
title: CIL:53220, Entire Organism, Overall development
DOI: 10.7295/w9cil53221
title: CIL:53221, Entire Organism, Overall development
DOI: 10.7295/w9cil53222
title: CIL:53222, Entire Organism, Overall development
DOI: 10.7295/w9cil53223
title: CIL:53223, Entire Organism, Overall development
DOI: 10.7295/w9cil53224
title: CIL:53224, Entire Organism, Overall development
DOI: 10.7295/w9cil53225
title: CIL:53225, Entire Organism, Overall development
DOI: 10.6084/m9.figshare.12935180
title: Supplementary Table 1. The list of differential expression genes in livers of normal, CCl4-treated AAV-Ctrl and AAV-shPhpt1 mice after 1 week of CCl4 injection.xls

description: The list of differential expression genes in livers of normal, CCl4-treated AAV-Ctrl and AAV-shPhpt1 mice after 1 week of CCl4 injection
DOI: 10.6084/m9.figshare.12935180.v1
title: Supplementary Table 1. The list of differential expression genes in livers of normal, CCl4-treated AAV-Ctrl and AAV-shPhpt1 mice after 1 week of CCl4 injection.xls

description: The list of differential expression genes in livers of normal, CCl4-treated AAV-Ctrl and AAV-shPhpt1 mice after 1 week of CCl4 injection
DOI: 10.15468/zymgai
title: Global Register of Introduced and Invasive Species - Costa Rica

description: The Global Register of Introduced and Invasive Species (GRIIS) presents validated and verified national checklists of introduced (alien) and invasive alien species at the country, territory, and associated island level. Checklists are living entities, especially for biological invasions given the growing nature of the problem. GRIIS checklists are based on a published methodology and supported by the Integrated Publishing Tool that jointly enable ongoing improvements and updates to expand their taxonomic coverage and completeness. Phase 1 of the project focused on developing validated and verified checklists of countries that are Party to the Convention on Biological Diversity (CBD). Phase 2 aimed to achieve global coverage including non-party countries and all overseas territories of countries, e.g. those of the Netherlands, France, and the United Kingdom. All kingdoms of organisms occurring in all environments and systems are covered. Checklists are reviewed and verified by networks of country or species experts. Verified checklists/ species records, as well as those under review, are presented on the online GRIIS website (www.griis.org) in addition to being published through the GBIF Integrated Publishing Tool.
DOI: 10.6084/m9.figshare.12939737
title: R0197_20171128a_videos

description: Rat 0197, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.12939737.v1
title: R0197_20171128a_videos

description: Rat 0197, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.15468/52jed5
title: Global Register of Introduced and Invasive Species - Hungary

description: The Global Register of Introduced and Invasive Species (GRIIS) presents validated and verified national checklists of introduced (alien) and invasive alien species at the country, territory, and associated island level. Checklists are living entities, especially for biological invasions given the growing nature of the problem. GRIIS checklists are based on a published methodology and supported by the Integrated Publishing Tool that jointly enable ongoing improvements and updates to expand their taxonomic coverage and completeness. Phase 1 of the project focused on developing validated and verified checklists of countries that are Party to the Convention on Biological Diversity (CBD). Phase 2 aimed to achieve global coverage including non-party countries and all overseas territories of countries, e.g. those of the Netherlands, France, and the United Kingdom. All kingdoms of organisms occurring in all environments and systems are covered. Checklists are reviewed and verified by networks of country or species experts. Verified checklists/ species records, as well as those under review, are presented on the online GRIIS website (www.griis.org) in addition to being published through the GBIF Integrated Publishing Tool.
DOI: 10.7910/dvn/6qju01/dfiawu
title: survey 2.tab

description: :unav
DOI: 10.7910/dvn/6qju01/gznm36
title: game choices.tab

description: the social learning game choices, in sequence.
DOI: 10.7910/dvn/6qju01/j5quky
title: plots.R

description: :unav
DOI: 10.15468/08knmc
title: Global Register of Introduced and Invasive Species - Mexico

description: The Global Register of Introduced and Invasive Species (GRIIS) presents validated and verified national checklists of introduced (alien) and invasive alien species at the country, territory, and associated island level. Checklists are living entities, especially for biological invasions given the growing nature of the problem. GRIIS checklists are based on a published methodology and supported by the Integrated Publishing Tool that jointly enable ongoing improvements and updates to expand their taxonomic coverage and completeness. Phase 1 of the project focused on developing validated and verified checklists of countries that are Party to the Convention on Biological Diversity (CBD). Phase 2 aimed to achieve global coverage including non-party countries and all overseas territories of countries, e.g. those of the Netherlands, France, and the United Kingdom. All kingdoms of organisms occurring in all environments and systems are covered. Checklists are reviewed and verified by networks of country or species experts. Verified checklists/ species records, as well as those under review, are presented on the online GRIIS website (www.griis.org) in addition to being published through the GBIF Integrated Publishing Tool.
DOI: 10.15468/hvtlxg
title: Global Register of Introduced and Invasive Species - Pakistan

description: The Global Register of Introduced and Invasive Species (GRIIS) presents validated and verified national checklists of introduced (alien) and invasive alien species at the country, territory, and associated island level. Checklists are living entities, especially for biological invasions given the growing nature of the problem. GRIIS checklists are based on a published methodology and supported by the Integrated Publishing Tool that jointly enable ongoing improvements and updates to expand their taxonomic coverage and completeness. Phase 1 of the project focused on developing validated and verified checklists of countries that are Party to the Convention on Biological Diversity (CBD). Phase 2 aimed to achieve global coverage including non-party countries and all overseas territories of countries, e.g. those of the Netherlands, France, and the United Kingdom. All kingdoms of organisms occurring in all environments and systems are covered. Checklists are reviewed and verified by networks of country or species experts. Verified checklists/ species records, as well as those under review, are presented on the online GRIIS website (www.griis.org) in addition to being published through the GBIF Integrated Publishing Tool.
DOI: 10.15468/rbs6sw
title: Global Register of Introduced and Invasive Species - Thailand

description: The Global Register of Introduced and Invasive Species (GRIIS) presents validated and verified national checklists of introduced (alien) and invasive alien species at the country, territory, and associated island level. Checklists are living entities, especially for biological invasions given the growing nature of the problem. GRIIS checklists are based on a published methodology and supported by the Integrated Publishing Tool that jointly enable ongoing improvements and updates to expand their taxonomic coverage and completeness. Phase 1 of the project focused on developing validated and verified checklists of countries that are Party to the Convention on Biological Diversity (CBD). Phase 2 aimed to achieve global coverage including non-party countries and all overseas territories of countries, e.g. those of the Netherlands, France, and the United Kingdom. All kingdoms of organisms occurring in all environments and systems are covered. Checklists are reviewed and verified by networks of country or species experts. Verified checklists/ species records, as well as those under review, are presented on the online GRIIS website (www.griis.org) in addition to being published through the GBIF Integrated Publishing Tool.
DOI: 10.6084/m9.figshare.12939950
title: Nest Success and Cavity Data for Cavity Nesting Birds

description: Species column contains four letter codes for each bird species. GFWO = Golden-fronted woodpecker, ATBC = ash-throated/brown-crested flycatchers, BCTI = black-crested titmouse, BEWR = Bewick's wren, EASO = Eastern Screech owl, LBWO = ladder-backed woodpecker. <br><br>Nest.cover is percent of nest that was covered with vegetation<br> <br>result is whether or not the cavity had an attempted nest <br><br>Origin is the type of cavity, whether an abandoned woodpecker nest or a naturally occurring cavity. <br><br>Height is the height of the cavity in the tree, in meters<br><br>decay is the rank level of decay of the tree, 1-7<br><br>DBH is the diameter of the tree at breast height, in centimeters<br><br>hole is the diameter of the cavity opening, in centimeters. <br><br>depth is the depth of the cavity, in millimeters. <br>
DOI: 10.6084/m9.figshare.12939950.v1
title: Nest Success and Cavity Data for Cavity Nesting Birds

description: Species column contains four letter codes for each bird species. GFWO = Golden-fronted woodpecker, ATBC = ash-throated/brown-crested flycatchers, BCTI = black-crested titmouse, BEWR = Bewick's wren, EASO = Eastern Screech owl, LBWO = ladder-backed woodpecker. <br><br>Nest.cover is percent of nest that was covered with vegetation<br> <br>result is whether or not the cavity had an attempted nest <br><br>Origin is the type of cavity, whether an abandoned woodpecker nest or a naturally occurring cavity. <br><br>Height is the height of the cavity in the tree, in meters<br><br>decay is the rank level of decay of the tree, 1-7<br><br>DBH is the diameter of the tree at breast height, in centimeters<br><br>hole is the diameter of the cavity opening, in centimeters. <br><br>depth is the depth of the cavity, in millimeters. <br>
DOI: 10.6084/m9.figshare.12003837
title: Matched Longitudinal Image Pairs and Manual Alignment for Final Testing

description: Validation dataset for the paper:Chen, M., Cooper, R.F., Gee, J.C., Brainard, D.H. and Morgan, J.I., 2019. Automatic longitudinal montaging of adaptive optics retinal images using constellation matching. Biomedical Optics Express, 10(12), pp.6476-6496.<br>Matched pairs of longitudinal AO image triplets (confocal, split detection, dark field) at 20 locations across 4 subjects, and the manual alignments for each pair. This dataset was withheld during the development of the algorithm, and used only for the final evaluation of the algorithm.
DOI: 10.6084/m9.figshare.12003837.v1
title: Matched Longitudinal Image Pairs and Manual Alignment for Final Testing

description: Validation dataset for the paper:Chen, M., Cooper, R.F., Gee, J.C., Brainard, D.H. and Morgan, J.I., 2019. Automatic longitudinal montaging of adaptive optics retinal images using constellation matching. Biomedical Optics Express, 10(12), pp.6476-6496.<br>Matched pairs of longitudinal AO image triplets (confocal, split detection, dark field) at 20 locations across 4 subjects, and the manual alignments for each pair. This dataset was withheld during the development of the algorithm, and used only for the final evaluation of the algorithm.
DOI: 10.6084/m9.figshare.12003651.v1
title: Matched Longitudinal Image Pairs for Development

description: Validation dataset for the paper:Chen, M., Cooper, R.F., Gee, J.C., Brainard, D.H. and Morgan, J.I., 2019. Automatic longitudinal montaging of adaptive optics retinal images using constellation matching. Biomedical Optics Express, 10(12), pp.6476-6496.<br>Matched pairs of longitudinal AO image triplets (confocal, split detection, dark field) at 30 retinal locations across 5 subjects. This dataset was used for tuning during the development stage of the algorithm. The intensity for the split detection in the earlier dataset for each subject was inverted to maintain consistent orientation with current protocols.