cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e131721v1
title: Data and code for: LGBTQ Economics

description: Data and code for "LGBTQ Economics" in the Journal of Economic Perspectives<br><br>Abstract: Public attitudes and policies toward LGBTQ people have improved substantially in recent decades. Economists are actively shaping the discourse around these policies and contributing to our understanding of the economic lives of LGBTQ people. In this paper, we present the most up to date estimates of the size, location, demographic characteristics, and family structures of LGBTQ people in the United States. We describe an emerging literature on the effects of legal access to same-sex marriage on family and socioeconomic outcomes. We also summarize what is known about the size, direction, and sources of wage differentials related to variation in sexual orientation and gender identity. We conclude by describing a range of open questions in LGBTQ economics.
description: Adults in the United States. Please see dofiles for specific sample restrictions in each table and figure.
DOI: 10.15468/fx6wja
title: Illustrated guide to Pentatominae (Hemiptera: Pentatomidae) species associated with the four main grain crops in Rio Grande do Sul state, Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Barros, Lurdiana D., Paim, Marcelo R., Krein, Verônica, Carabajal, Victor, Brandão, Marcela N., Bernardes, Paula De O., Lindner, Mariana F. (2021): Illustrated guide to Pentatominae (Hemiptera: Pentatomidae) species associated with the four main grain crops in Rio Grande do Sul state, Brazil. Zootaxa 4958 (1): 430-478, DOI: https://doi.org/10.11646/zootaxa.4958.1.27
DOI: 10.25810/v575-3r57.29
title: Japanese Newspaper Coverage of Climate Change or Global Warming, 2000-2021 - March 2021

description:         The Media and Climate Change Observatory Data monitors 120 sources (across newspapers, radio and TV) in 54 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.15131/shef.data.5223424
title: Data for figures in paper 'Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements'

description: The data provided here are related to the publication:<br>"Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements".<br>Appl. Phys. Lett. 111, 122105 (2017); doi: http://dx.doi.org/10.1063/1.4997153<br><br>The study reported in this paper was funded by the EPSRC (Fund code EP/M507611/1) and Johnson Matthey PLC. The financial support by these parties is highly appreciated.<br><br>The data required to reproduce each figure panel is provided in different text files. Columns are separated by a space character. The first line in each column describes the dataset.<br><br>With the added context of the paper, it should be easy to reproduce the figures. The data include original X-ray Diffraction, temperature and excitation dependent photoluminescence measurements as well as the analysed data presented in the figures of the paper.<br><br><b>Figure 1:</b> XRD pattern of a sample grown at 150 °C. Inset: SEM image of the same sample.<br><b><br>Figure 2:</b> Temperature dependent PL of a sample shortly after growth. The excitation power for these measurements was set to 30 mW.<br><br><b>Figure 3:</b> (a) Temperature dependent PL of the zinc nitride sample after prolonged exposure to ambient. (b) Comparison of the high-energy bands of the same sample before (solid) and after (dashed) prolonged exposure to ambient.<br><br><b>Figure 4:</b> PL spectra of bands A and B at (a) 3.7 and (b) 294 K at different excitation powers. (c) Peak intensities and (d) emission energies of band A at 294 K (●) and bands A (▼) and B (▲) at 3.7 K as a function of excitation power. The spectra in (a) have been normalised at the maximum intensity of band A.<br><br><b>Figure 5:</b> Temperature dependence of (a) relative integrated intensities (I/I0) and (b) the emission energies of band A at an excitation power of 100 mW (●) and bands A (▼) and B (▲) at an excitation power of 1 mW.
DOI: 10.15131/shef.data.5223424.v1
title: Data for figures in paper 'Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements'

description: The data provided here are related to the publication:<br>"Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements".<br>Appl. Phys. Lett. 111, 122105 (2017); doi: http://dx.doi.org/10.1063/1.4997153<br><br>The study reported in this paper was funded by the EPSRC (Fund code EP/M507611/1) and Johnson Matthey PLC. The financial support by these parties is highly appreciated.<br><br>The data required to reproduce each figure panel is provided in different text files. Columns are separated by a space character. The first line in each column describes the dataset.<br><br>With the added context of the paper, it should be easy to reproduce the figures. The data include original X-ray Diffraction, temperature and excitation dependent photoluminescence measurements as well as the analysed data presented in the figures of the paper.<br><br><b>Figure 1:</b> XRD pattern of a sample grown at 150 °C. Inset: SEM image of the same sample.<br><b><br>Figure 2:</b> Temperature dependent PL of a sample shortly after growth. The excitation power for these measurements was set to 30 mW.<br><br><b>Figure 3:</b> (a) Temperature dependent PL of the zinc nitride sample after prolonged exposure to ambient. (b) Comparison of the high-energy bands of the same sample before (solid) and after (dashed) prolonged exposure to ambient.<br><br><b>Figure 4:</b> PL spectra of bands A and B at (a) 3.7 and (b) 294 K at different excitation powers. (c) Peak intensities and (d) emission energies of band A at 294 K (●) and bands A (▼) and B (▲) at 3.7 K as a function of excitation power. The spectra in (a) have been normalised at the maximum intensity of band A.<br><br><b>Figure 5:</b> Temperature dependence of (a) relative integrated intensities (I/I0) and (b) the emission energies of band A at an excitation power of 100 mW (●) and bands A (▼) and B (▲) at an excitation power of 1 mW.
DOI: 10.6084/m9.figshare.14466696
title: croppedMniPriors.nii.gz

description: brain tissue priors for cropped MNI<br>
DOI: 10.6084/m9.figshare.14466696.v1
title: croppedMniPriors.nii.gz

description: brain tissue priors for cropped MNI<br>
DOI: 10.15131/shef.data.5223535
title: Figures in paper 'Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements'

description: The figures included here are related to the publication:<br>"Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements".<br>Appl. Phys. Lett. 111, 122105 (2017); doi: http://dx.doi.org/10.1063/1.4997153<br><br>The study reported in this paper was funded by the EPSRC (Fund code EP/M507611/1) and Johnson Matthey PLC. The financial support by these parties is highly appreciated.<br><br><b>Figure 1:</b> XRD pattern of a sample grown at 150 °C. Inset: SEM image of the same sample.<br><b><br>Figure 2:</b> Temperature dependent PL of a sample shortly after growth. The excitation power for these measurements was set to 30 mW.<br><br><b>Figure 3:</b> (a) Temperature dependent PL of the zinc nitride sample after prolonged exposure to ambient. (b) Comparison of the high-energy bands of the same sample before (solid) and after (dashed) prolonged exposure to ambient.<br><br><b>Figure 4:</b> PL spectra of bands A and B at (a) 3.7 and (b) 294 K at different excitation powers. (c) Peak intensities and (d) emission energies of band A at 294 K (●) and bands A (▼) and B (▲) at 3.7 K as a function of excitation power. The spectra in (a) have been normalised at the maximum intensity of band A.<br><br><b>Figure 5:</b> Temperature dependence of (a) relative integrated intensities (I/I0) and (b) the emission energies of band A at an excitation power of 100 mW (●) and bands A (▼) and B (▲) at an excitation power of 1 mW.<br>
DOI: 10.15131/shef.data.5223535.v1
title: Figures in paper 'Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements'

description: The figures included here are related to the publication:<br>"Temperature dependence of the band gap of zinc nitride observed in photoluminescence measurements".<br>Appl. Phys. Lett. 111, 122105 (2017); doi: http://dx.doi.org/10.1063/1.4997153<br><br>The study reported in this paper was funded by the EPSRC (Fund code EP/M507611/1) and Johnson Matthey PLC. The financial support by these parties is highly appreciated.<br><br><b>Figure 1:</b> XRD pattern of a sample grown at 150 °C. Inset: SEM image of the same sample.<br><b><br>Figure 2:</b> Temperature dependent PL of a sample shortly after growth. The excitation power for these measurements was set to 30 mW.<br><br><b>Figure 3:</b> (a) Temperature dependent PL of the zinc nitride sample after prolonged exposure to ambient. (b) Comparison of the high-energy bands of the same sample before (solid) and after (dashed) prolonged exposure to ambient.<br><br><b>Figure 4:</b> PL spectra of bands A and B at (a) 3.7 and (b) 294 K at different excitation powers. (c) Peak intensities and (d) emission energies of band A at 294 K (●) and bands A (▼) and B (▲) at 3.7 K as a function of excitation power. The spectra in (a) have been normalised at the maximum intensity of band A.<br><br><b>Figure 5:</b> Temperature dependence of (a) relative integrated intensities (I/I0) and (b) the emission energies of band A at an excitation power of 100 mW (●) and bands A (▼) and B (▲) at an excitation power of 1 mW.<br>
DOI: 10.6084/m9.figshare.14466699.v1
title: Data - Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters

description: Data of the manuscript : Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters
DOI: 10.25810/5dxz-xm93.36
title: Latin American Newspaper Coverage of Climate Change or Global Warming, 2005-2021 - March 2021

description: The Media and Climate Change Observatory Data monitors 120 sources (across newspapers, radio and TV) in 54 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.6084/m9.figshare.14466885.v1
title: sixTissueOctantWithPriorsSegmentationWeights1.h5

description: Weights for deep atropos using MNI priors<br>
DOI: 10.6084/m9.figshare.14466885
title: sixTissueOctantWithPriorsSegmentationWeights1.h5

description: Weights for deep atropos using MNI priors<br>
DOI: 10.25810/g4fb-vs72
title: Media and Climate Change Observatory Monthly Summary: Turbocharge the…transition from fossil fuels - Issue 51, March 2021

description:         March 2021 saw media coverage of climate change or global warming increase 10% globally from the previous month while it nearly doubled from a year ago (up 92%) when world media turned their attention to the emergent COVID-19 virus and pandemic. While media coverage has generally continued to rise again since the nadir in June 2020, the amount of coverage – as we track them in 120 sources (across newspapers, radio and TV) in 54 countries in seven different regions around the world – still remains lower than many points in previous years since our monitoring began in January 2004. Figure 1 shows trends in newspaper media coverage at the global scale – organized into seven geographical regions around the world – from January 2004 through March 2021.
DOI: 10.5281/zenodo.4711025
title: AMS AI Short Course DL Training Values

description: Training values of the AMS AI 2021 Short Course Deep Learning Data. Includes the mean, max, minimum, standard deviation values of the DL training data. Also includes saved DL models.
DOI: 10.5281/zenodo.4711024
title: AMS AI Short Course DL Training Values

description: Training values of the AMS AI 2021 Short Course Deep Learning Data. Includes the mean, max, minimum, standard deviation values of the DL training data. Also includes saved DL models.
DOI: 10.6084/m9.figshare.14466888
title: sixTissueOctantWithPriorsSegmentationWeights2.h5

description: Deep atropos weights using MNI priors (Dice).<br>
DOI: 10.6084/m9.figshare.14466888.v1
title: sixTissueOctantWithPriorsSegmentationWeights2.h5

description: Deep atropos weights using MNI priors (Dice).<br>
DOI: 10.6084/m9.figshare.13000169
title: What is learned from exposure: an error-driven approach to productivity in language

description: How language users become able to process forms they have never encountered in input is central to our understanding of language cognition. A range of models, including rule-based models, stochastic models, and analogy-based models have been proposed to account for this ability. Despite the fact that all three models are reasonably successful, we argue that productivity in language is more insightfully captured through learnability than by rules or probabilities. Using a combination of computational modelling and behavioural experimentation we show that the basic principle of error-driven learning allows language users to detect relevant patterns of any degree of systematicity. In case of allomorphy, these patterns are found at a level that cuts across phonology and morphology and is not considered by mainstream approaches to language. Our findings thus highlight how a learning-based approach applies to phenomena on the continuum from rule-based over probabilistic to “unruly” and constrains our inferences about the types of structures that should be targeted on a cognitively realistic account of allomorphic representation.
DOI: 10.6084/m9.figshare.13000169.v1
title: What is learned from exposure: an error-driven approach to productivity in language

description: How language users become able to process forms they have never encountered in input is central to our understanding of language cognition. A range of models, including rule-based models, stochastic models, and analogy-based models have been proposed to account for this ability. Despite the fact that all three models are reasonably successful, we argue that productivity in language is more insightfully captured through learnability than by rules or probabilities. Using a combination of computational modelling and behavioural experimentation we show that the basic principle of error-driven learning allows language users to detect relevant patterns of any degree of systematicity. In case of allomorphy, these patterns are found at a level that cuts across phonology and morphology and is not considered by mainstream approaches to language. Our findings thus highlight how a learning-based approach applies to phenomena on the continuum from rule-based over probabilistic to “unruly” and constrains our inferences about the types of structures that should be targeted on a cognitively realistic account of allomorphic representation.
DOI: 10.6084/m9.figshare.12852567
title: Processing sentences with sentential and prefixal negation: an event-related potential study

description: This study is concerned with the integration of negation in relation to two models of the processing of negation: (i) the two-step model (Lüdtke et al., 2008), according to which negation involves two representations where negation is ignored in the first representation, and (ii) the pragmatic view (Nieuwland & Kuperberg, 2008), which posits that negation can be integrated without delay if it is used in a natural context. The processing of two negated forms (<i>not authorised</i> and <i>unauthorised</i>) and an affirmative form (<i>authorised</i>) was studied in complex congruent and incongruent contexts. Incongruities in affirmative sentences elicited a biphasic N400–P600. In both types of negated sentences, ERP patterns associated with higher processing difficulties (anterior and central negativities) were observed. The results did not support one or the other model, suggesting that the processing of negation cannot be fully captured by either of them.
DOI: 10.6084/m9.figshare.12852567.v1
title: Processing sentences with sentential and prefixal negation: an event-related potential study

description: This study is concerned with the integration of negation in relation to two models of the processing of negation: (i) the two-step model (Lüdtke et al., 2008), according to which negation involves two representations where negation is ignored in the first representation, and (ii) the pragmatic view (Nieuwland & Kuperberg, 2008), which posits that negation can be integrated without delay if it is used in a natural context. The processing of two negated forms (<i>not authorised</i> and <i>unauthorised</i>) and an affirmative form (<i>authorised</i>) was studied in complex congruent and incongruent contexts. Incongruities in affirmative sentences elicited a biphasic N400–P600. In both types of negated sentences, ERP patterns associated with higher processing difficulties (anterior and central negativities) were observed. The results did not support one or the other model, suggesting that the processing of negation cannot be fully captured by either of them.
DOI: 10.6084/m9.figshare.12944936
title: Noticing how our social networks are interconnected can influence language change

description: Languages constantly change. This requires variants that are initially rare to become dominant. A prime question is how such changes come about. Here we propose that the inter-connectivity of people’s contacts, and people’s failure to take it into account leads them to over-weigh the informativity of repeated information. In Experiment 1 we find that people do not sufficiently account for the independence of their sources, and that this neglect is stronger for linguistic terms than it is for opinions. In Experiment 2 we conduct simulations on real world networks and find that failure to account for source dependence promotes the spread of innovations. Together, these results show that language and opinions do not follow the same trajectory of change, and that the spread of innovations, and especially linguistic innovations, is facilitated by biases in the way we process information and community structure.
DOI: 10.6084/m9.figshare.12944936.v1
title: Noticing how our social networks are interconnected can influence language change

description: Languages constantly change. This requires variants that are initially rare to become dominant. A prime question is how such changes come about. Here we propose that the inter-connectivity of people’s contacts, and people’s failure to take it into account leads them to over-weigh the informativity of repeated information. In Experiment 1 we find that people do not sufficiently account for the independence of their sources, and that this neglect is stronger for linguistic terms than it is for opinions. In Experiment 2 we conduct simulations on real world networks and find that failure to account for source dependence promotes the spread of innovations. Together, these results show that language and opinions do not follow the same trajectory of change, and that the spread of innovations, and especially linguistic innovations, is facilitated by biases in the way we process information and community structure.
DOI: 10.6073/pasta/7b5a78546a5d2b3c47f49e1a80a22c9f
title: Interagency Ecological Program: Drift invertebrate catch and water quality from the Sacramento River channel, and Sacramento River floodplain and tidal slough, collected by the Yolo Bypass Fish Monitoring Program, 1998-2019

description: Largely supported by the Interagency Ecological Program (IEP), the California Department of Water Resources (DWR) has operated a fisheries and invertebrate monitoring program in the Yolo Bypass since 1998. The main objectives of the Yolo Bypass Fish Monitoring Program (YBFMP) are to collect baseline data on lower trophic levels (phytoplankton, zooplankton and insect drift), juvenile and adult fish, hydrology, and water quality parameters. As the Yolo Bypass has been identified as a high restoration priority by the US Fish and Wildlife Service and National Marine Fisheries Service biological opinions for Delta Smelt (Hypomesus transpacificus) and winter and spring-run Chinook Salmon (Oncorhynchus tshawytscha), and by California EcoRestore, these baseline data are critical for evaluating success of future restoration projects. In addition, the data have already served to increase our understanding of the role of the Yolo Bypass in the life history of native fishes, and its ecological function in the San Francisco Estuary. Aquatic and terrestrial insects are an important component in the diet of juvenile and adult fishes within the San Francisco Estuary, including two important native fishes: juvenile Chinook Salmon and Sacramento Splittail. The YBFMP collects drift invertebrates year-round from two sites. Since 2011, samples have been collected biweekly (every other week) to weekly (during floodplain inundation) using a rectangular aquatic drift net that sits at the surface of the water. Invertebrates are identified and enumerated by contractors (currently EcoAnalysts, Inc.). The goals of the monitoring program are to compare the seasonal variations in densities and species trends of aquatic and terrestrial insects/non-insects within (1) Sacramento River channel, and (2) the Yolo Bypass, the river’s seasonal floodplain. Key findings to date: (1) Chinook Salmon sampled in the floodplain had diets comprised of 90% Dipterans and zooplankton, with Chironomidae being the dominant Diptera family (Sommer et al., 2001), (2)The floodplain of the Yolo Bypass contains significantly higher densities of Diptera (Diptera densities being positively associated with flow) and terrestrial invertebrates than the adjacent Sacramento River (Sommer et al. 2001b: Sommer et al. 2004: Sommer et al. 2007), (3) A major portion of the diet of juvenile Sacramento Splittail are chironomid larvae (Kurth and Nobriga 2001, Moyle et al. 2004, Sommer et al. 2007), and (4) The Yolo Bypass was the site of the recent discovery of a new aestivating and winter emerging chironomid; Hydrobaenus saetheri (Cranston et al. 2007).
DOI: 10.5517/ccdc.csd.cc274bnd
title: CCDC 2059753: Experimental Crystal Structure Determination

description: Related Article: Yu Gong, Wang-Kang Han, Hui-Shu Lu, Qing-Tao Hu, Huan Tu, Pei-Ni Li, Xiaodong Yan, Zhi-Guo Gu|2021|J.Mater.Chem.C|9|5082|doi:10.1039/D1TC00470K
DOI: 10.5517/ccdc.csd.cc2761fy
title: CCDC 2061389: Experimental Crystal Structure Determination

description: Related Article: Huijing Liu, Sisi Zhang, Liping Ding, Yu Fang|2021|Chem.Commun.|57|4011|doi:10.1039/D1CC00718A
DOI: 10.5517/ccdc.csd.cc278t4h
title: CCDC 2064046: Experimental Crystal Structure Determination

description: Related Article: Iurii Galadzhun, Rafal Kulmaczewski, Namrah Shahid, Oscar Cespedes, Mark J. Howard, Malcolm A. Halcrow|2021|Chem.Commun.|57|4039|doi:10.1039/D1CC01073E
DOI: 10.5517/ccdc.csd.cc278t5j
title: CCDC 2064047: Experimental Crystal Structure Determination

description: Related Article: Iurii Galadzhun, Rafal Kulmaczewski, Namrah Shahid, Oscar Cespedes, Mark J. Howard, Malcolm A. Halcrow|2021|Chem.Commun.|57|4039|doi:10.1039/D1CC01073E
DOI: 10.5517/ccdc.csd.cc278t6k
title: CCDC 2064048: Experimental Crystal Structure Determination

description: Related Article: Iurii Galadzhun, Rafal Kulmaczewski, Namrah Shahid, Oscar Cespedes, Mark J. Howard, Malcolm A. Halcrow|2021|Chem.Commun.|57|4039|doi:10.1039/D1CC01073E
DOI: 10.5517/ccdc.csd.cc278t7l
title: CCDC 2064049: Experimental Crystal Structure Determination

description: Related Article: Iurii Galadzhun, Rafal Kulmaczewski, Namrah Shahid, Oscar Cespedes, Mark J. Howard, Malcolm A. Halcrow|2021|Chem.Commun.|57|4039|doi:10.1039/D1CC01073E