cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e146961v1
title: Replication Data and Code for: Mandatory Energy Efficiency Disclosure in Housing Markets

description: Mandatory disclosure policies are implemented broadly despite sparse evidence that they improve market outcomes. We study the effects of requiring home sellers to provide buyers with certified audits of residential energy efficiency. Using similar nearby homes as a comparison group, we find this requirement increases price premiums for energy efficiency and encourages energy-saving investments. We additionally present evidence highlighting the market failure -- incomplete information by both buyers sellers -- that prevents widespread voluntary disclosure of energy efficiency in housing transactions. Our findings support that disclosure policies can improve market outcomes in settings with symmetrically incomplete information.
description: N/A
description: Response Rates: N/A
description: Presence of Common Scales: N/A
description: Universe
description: Single family homes serviced by Austin Energy. Smallest Geographic Unit: single home
description: other; See ReadMe file
DOI: 10.5066/p9i9n407
title: Model Archive Summary for Turbidity Derived Suspended-Sediment Concentrations at 11455315 Cache Slough at South Liberty Island, Ca (2013-2019)
DOI: 10.6084/m9.figshare.21371484
title: interpolated unemployment and google trends data

description: The data for this collection came from the World Bank (WB) and Google Trends (GT). The World Bank UER in Ghana is the dataset, and the GT database is utilized to produce a set of explanatory indicator variables from the other half of the data. The dataset was collected annually with representations in weeks. The overall data set is from 2010 to 2020 the dataset. From the dataset, there were 574 observations with 50 features. With regards to the data points, we had a total of 28700 points, thus, excluding our target variable ((WB) unemployment_rate). <br> <br>
DOI: 10.3886/e142061
title: Data and Code for: Gerrymandering in State Legislatures: Frictions from Axiomatic Bargaining

description: A cross-sectional dataset of state legislative districts from the US States. Districts from the 2000 and 2010 redistricting waves have been matched via an algorithm described in the paper. Various political characteristics of each district have been attached including two party vote share in the most recent state legislative election prior to the 2010 redistricting and incumbent party prior to the 2010 redistricting. The programs provided analyze these data to produce the tables and figures from the paper.
DOI: 10.3886/e142061v1
title: Data and Code for: Gerrymandering in State Legislatures: Frictions from Axiomatic Bargaining

description: A cross-sectional dataset of state legislative districts from the US States. Districts from the 2000 and 2010 redistricting waves have been matched via an algorithm described in the paper. Various political characteristics of each district have been attached including two party vote share in the most recent state legislative election prior to the 2010 redistricting and incumbent party prior to the 2010 redistricting. The programs provided analyze these data to produce the tables and figures from the paper.
DOI: 10.6084/m9.figshare.21350664
title: table-FR-modified

description: unassigned feature frequencies
DOI: 10.6084/m9.figshare.21350664.v7
title: table-FR-modified

description: unassigned feature frequencies
DOI: 10.6084/m9.figshare.21350664.v6
title: taxonomy.tsv

description: unassigned feature sequences
DOI: 10.3886/e171681v1
title: Data and Code for: Evaluating Deliberative Competence: A Simple Method with an Application to Financial Choice

description: This is data and code accompanying the referenced article that has the following abstract: We examine methods for evaluating interventions designed to improve decision-making quality when people misunderstand the consequences of their choices. In an experiment involving financial education, conventional outcome metrics (financial literacy and directional behavioral responses) imply that two interventions are equally beneficial even though only one reduces the average severity of errors. We trace these failures to violations of the assumptions embedded in the conventional metrics. We propose a simple, intuitive, and broadly applicable outcome metric that properly differentiates between the interventions, and is robustly interpretable as a measure of welfare loss from misunderstanding consequences even when additional biases distort choices.<br>
description: Amazon Mechanical Turk
DOI: 10.21227/zdjh-4d76
title: DLOsSE

description: This dataset was created for Deformable Linear Objects(DLOs) segment extraction under complex background. RGB images, overlap maps, gradient maps are included. The quantity of DLOs range from one to three.
DOI: 10.3886/e165721
title: Data and Code for: Human Capital Depreciation and Returns to Experience

description: Human capital can depreciate if skills are unused. But estimating human capital depreciation is challenging, as worker skills are difficult to measure and less productive workers are more likely to spend time in non-employment. We overcome these challenges with new administrative data on teachers' assignments and their students' outcomes, and quasi-random variation from the teacher assignment process in Greece. We find significant losses to output, as a one-year increase in time without formal employment lowers students' test scores by 0.05 standard deviations. Using a simple production model, we estimate a skill depreciation rate of 4.3% and experience returns of 6.8%.
description: All teachers and students in public high schools in Greece between 2003 and 2011.
DOI: 10.3886/e165721v1
title: Data and Code for: Human Capital Depreciation and Returns to Experience

description: Human capital can depreciate if skills are unused. But estimating human capital depreciation is challenging, as worker skills are difficult to measure and less productive workers are more likely to spend time in non-employment. We overcome these challenges with new administrative data on teachers' assignments and their students' outcomes, and quasi-random variation from the teacher assignment process in Greece. We find significant losses to output, as a one-year increase in time without formal employment lowers students' test scores by 0.05 standard deviations. Using a simple production model, we estimate a skill depreciation rate of 4.3% and experience returns of 6.8%.
description: All teachers and students in public high schools in Greece between 2003 and 2011.
DOI: 10.6084/m9.figshare.21371820
title: Reproduce_DEG_detection_HIV

description: scripts to reproduce the figure4 h results
DOI: 10.6084/m9.figshare.21371820.v1
title: Reproduce_DEG_detection_HIV

description: scripts to reproduce the figure4 h results
DOI: 10.5517/ccdc.csd.cc27q7ks
title: CCDC 2076955: Experimental Crystal Structure Determination

description: Related Article: Abiodun A. Ajibola, Fouzia Perveen, Agnieszka Wojciechowska, Lesław Sieroń, Waldemar Maniukiewicz|2022|J.Mol.Struct.|1273|134287|doi:10.1016/j.molstruc.2022.134287
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27q7lt
title: CCDC 2076956: Experimental Crystal Structure Determination

description: Related Article: Abiodun A. Ajibola, Fouzia Perveen, Agnieszka Wojciechowska, Lesław Sieroń, Waldemar Maniukiewicz|2022|J.Mol.Struct.|1273|134287|doi:10.1016/j.molstruc.2022.134287
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.21372021
title: Supporting Data 2 (Data S2): Predicted LxCxE proteins and Arabidopsis ortholog annotation

description: Dataset contains .csv files of LxCxE proteins for 29 species of land plants, streptophyte and chlorophyte algae and their Arabidopsis best hit with defline, e-value and bitscores.
DOI: 10.6084/m9.figshare.21372021.v1
title: Supporting Data 2 (Data S2): Predicted LxCxE proteins and Arabidopsis ortholog annotation

description: Dataset contains .csv files of LxCxE proteins for 29 species of land plants, streptophyte and chlorophyte algae and their Arabidopsis best hit with defline, e-value and bitscores.
DOI: 10.5281/zenodo.6984777
title: Corpus Criticorum (1450-1650) - Supplement 1 - A relational database of early modern publications featuring the notion of Critique on their title pages

description: Complementing the classical bibliography of the Corpus Criticorum (1450-1650), this relational database includes: (1) internal project identifiers; (2) hyperlinks to source catalogues used in the survey; (3) a tabular list of the names of all official contributors (authors, editors and translators); (4) an exact transcription of the title page; (5) publication date; (6) place of publication both as it appears on the title page itself and in modernised form; (7) publishing statement as it appears on the title page; (9) book format; (10) hyperlinks to online images of title pages or, when not available, to a library holding a copy of the text in question.
DOI: 10.5281/zenodo.6984776
title: Corpus Criticorum (1450-1650) - Supplement 1 - A comprehensive dataset of early modern publications featuring the notion of critique on their title pages

description: Complementing the classical bibliography of the Corpus Criticorum (1450-1650), this comprehensive dataset includes: (1) internal project identifiers; (2) URL links to source catalogues used in the survey; (3) a tabular list of the names of all official contributors (authors, editors and translators); (4) an exact transcription of the title page; (5) publication date; (6) place of publication both as it appears on the title page itself and in modernised form; (7) publishing statement as it appears on the title page; (9) book format; (10) URL links to online images of title pages or, when not available, to a library holding a copy of the text in question.
DOI: 10.21227/gkce-r002
title: CrsType

description: This dataset is created for rope crossings type classification. Crossings were divided into upper and lower types. Data were collected under four different backgrounds.
DOI: 10.6084/m9.figshare.21373545
title: Lowland tundra plant stoichiometry is somewhat resilient decades following fire despite substantial and sustained shifts in community structure

description: The Arctic is experiencing the greatest increase in average surface temperature globally, which is projected to amplify wildfire frequency and severity. Wildfire alters the biogeochemical characteristics of arctic ecosystems. However, the extent of these changes over time—particularly with regard to plant stoichiometries relative to community structure—is not well documented. Four years after the Yukon-Kuskokwim Delta, Alaska, experienced its largest fire season, aboveground plant and lichen biomass was harvested across a gradient of burn history: unburned (“reference”), 2015 burn (“recent burn”), and 1972 burn (“historic burn”) to assess the resilience of tundra plant communities to fire disturbance. Fire reduced aboveground biomass in the recent burn; early recovery was characterized by evergreen shrub and graminoid dominance. In the historic burn, aboveground biomass approached reference conditions despite a sustained reduction of lichen biomass. Although total plant and lichen carbon (C) and nitrogen (N) were reduced immediately following fire, N stocks recovered to a greater degree—reducing community-level C:N. Notably, at the species level, N enrichment was observed only in the recent burn. Yet, community restructuring persisted for decades following fire, reflecting a sustained reduction in N-poor lichens relative to more N-rich vascular plant species.
DOI: 10.6084/m9.figshare.21373545.v1
title: Lowland tundra plant stoichiometry is somewhat resilient decades following fire despite substantial and sustained shifts in community structure

description: The Arctic is experiencing the greatest increase in average surface temperature globally, which is projected to amplify wildfire frequency and severity. Wildfire alters the biogeochemical characteristics of arctic ecosystems. However, the extent of these changes over time—particularly with regard to plant stoichiometries relative to community structure—is not well documented. Four years after the Yukon-Kuskokwim Delta, Alaska, experienced its largest fire season, aboveground plant and lichen biomass was harvested across a gradient of burn history: unburned (“reference”), 2015 burn (“recent burn”), and 1972 burn (“historic burn”) to assess the resilience of tundra plant communities to fire disturbance. Fire reduced aboveground biomass in the recent burn; early recovery was characterized by evergreen shrub and graminoid dominance. In the historic burn, aboveground biomass approached reference conditions despite a sustained reduction of lichen biomass. Although total plant and lichen carbon (C) and nitrogen (N) were reduced immediately following fire, N stocks recovered to a greater degree—reducing community-level C:N. Notably, at the species level, N enrichment was observed only in the recent burn. Yet, community restructuring persisted for decades following fire, reflecting a sustained reduction in N-poor lichens relative to more N-rich vascular plant species.
DOI: 10.5281/zenodo.6471405
title: GloPrSM: Global Prediction of Sand Modal Composition

description: GloPrSM is a global prediction of sand modal composition that depicts relative abundances of quartz, feldspar, and lithic grain types (and related subcompositions) in modern river sand deposits.
description: An associated manuscript is currently in review with the Journal of Geophysical Research: Earth Surface.
DOI: 10.5281/zenodo.6471406
title: GloPrSM: Global Prediction of Sand Modal Composition

description: GloPrSM is a global prediction of sand modal composition that depicts relative abundances of quartz, feldspar, and lithic grain types (and related subcompositions) in modern river sand deposits.
description: An associated manuscript is currently in review with the Journal of Geophysical Research: Earth Surface.
DOI: 10.5281/zenodo.6624408
title: AristaBotha/Buffalo_Tb_leptin: Buffalo body temperature and leptin

description: Buffalo body temperature and leptin data with fecal chlorophyll and expected body mass added.
DOI: 10.5281/zenodo.7231804
title: AristaBotha/Buffalo_Tb_leptin: Buffalo body temperature and leptin

description: Buffalo body temperature and leptin data with fecal chlorophyll and expected body mass added.
DOI: 10.3886/c5mq-wd42
title: Mali Compact - Bamako-Senou Airport Improvement: Final Analysis Report
DOI: 10.3886/ask7-fg52
title: Mali Compact - Bamako-Senou Airport Improvement: Final Analysis Report
DOI: 10.3886/4eff-nk57
title: Mali Compact - Alatona Irrigation: Baseline Analysis Report
DOI: 10.3886/79yf-0d02
title: Mali Compact - Alatona Irrigation: Baseline Analysis Report
DOI: 10.3886/khr2-rv45
title: Ghana Compact - Financial Services: Design Report (2011)
DOI: 10.3886/zfn0-j487
title: Ghana Compact - Financial Services: Design Report (2013)
DOI: 10.5517/ccdc.csd.cc22ds9l
title: CCDC 1918909: Experimental Crystal Structure Determination

description: Related Article: Jie Tang, Hualin Xiong, Guojie Zhang, Yongxing Tang, Hongwei Yang, Guangbin Cheng|2022|Chem.Commun.|58|11847|doi:10.1039/D2CC04531A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3886/506d-t021
title: Niger Threshold - NECS: Design Report
DOI: 10.3886/fp31-d484
title: Niger Threshold - NECS: Design Report
DOI: 10.3886/dvgd-d013
title: Niger Threshold - NECS: Baseline Data Set
DOI: 10.3886/vh2e-2g76
title: Niger Threshold - NECS: Baseline Data Set
DOI: 10.3886/1vg9-2t15
title: Niger Threshold - NECS: Final Data Set - Early Grade Reading Assessment
DOI: 10.3886/zn3y-yr16
title: Niger Threshold - NECS: Final Data Set - Early Grade Reading Assessment
DOI: 10.6084/m9.figshare.19127057.v1
title: MSA and SCA script for commsbio_2022

description: Multiple Sequence Alignment and Matlab script to run Statistical Coupling Analysis to reproduce our results on sector positions for our manuscript "Origins of acetylcholine antagonism in a bacterial pentameric ligand-gated ion channel" on 2022. A list of the UniRef100 accession codes for the proteins in the alignment is also provided.<br>The script contains must of the comments from tutorials of the original SCA v5.0 toolbox (Ranganathan Lab). I edited the comments in accordance to our particular input data and the outputs I was obtaining at each step.<br>To run this script it is necessary:-MATLAB with the Bioinformatics Toolbox, as well as the Statistics and Machine Learning Toolbox.<br>-SCA v5.0 toolbox from Ranganathan Lab. For more details please refer to their 2012 paper (https://doi.org/10.1038/nature11500)-The results on the sector positions will be printed in the Command Window of MATLAB<br><br>
DOI: 10.3886/r3n3-ym30
title: Niger Threshold - NECS: Final Data Set
DOI: 10.3886/tcdq-c615
title: Niger Threshold - NECS: Final Data Set
DOI: 10.3886/ddq7-0244
title: Niger Threshold - NECS: Final Analysis Report
DOI: 10.3886/h5te-qv61
title: Niger Threshold - NECS: Final Analysis Report
DOI: 10.6092/unibo/amsacta/7052
title: REMODEL. WP3. User And System Interface. T3_6. Teaching By Demonstration Of Skills For New Assembly References And Tasks. Simulative evaluation of hand motion mapping. v0

description: The dataset contains the data related to human to robot hand mapping, ensuring natural motions and predictability for the operator, since it requires the preservation of the Cartesian position of the fingertips and the finger shapes given by the joint values. We exploit the spatial information available in-hand, in particular, related to the thumb-finger relative position, for combining joint and Cartesian mappings. In this way, it is possible to perform a large range of both volar grasps (where the preservation of finger shapes is more important) and precision grips (where the preservation of fingertip positions is more important) during primary-to-target hand mappings, even if kinematic dissimilarities are present. We consider two specific realizations of this approach: a distance-based hybrid mapping, in which the transition between joint and Cartesian mapping is driven by the approaching of the fingers to the current thumb fingertip position, and a workspace-based hybrid mapping, in which the joint–Cartesian transition is defined on the areas of the workspace in which thumb and fingertips can get in contact. The data are presented in the publication: Meattini, R., Chiaravalli, D., Palli, G., & Melchiorri, C. (2022). Simulative Evaluation of a Joint-Cartesian Hybrid Motion Mapping for Robot Hands Based on Spatial In-Hand Information. Frontiers in Robotics and AI, 9:878364. doi: 10.3389/frobt.2022.878364
DOI: 10.6084/m9.figshare.19127057
title: Scripts and source data for ‘Origin of Acetylcholine Antagonism in ELIC, a Bacterial Pentameric Ligand-gated Ion Channel’

description: For performing SCA on our Alignments: Multiple Sequence Alignment and Matlab scripts to run Statistical Coupling Analysis to reproduce our results on sector positions for our manuscript on ELIC. Lists of the UniRef100 accession codes for the proteins in the alignments are also provided. <br> The Matlab scripts (*.m extension) contain must of the comments from tutorials of the original SCA v5.0 toolbox (Ranganathan Lab). The comments were edited in accordance to our particular input data and the outputs we were obtaining at each step. <br> To run these scripts it is necessary: -MATLAB with the Bioinformatics Toolbox, as well as the Statistics and Machine Learning Toolbox.<br> -SCA v5.0 toolbox from Ranganathan Lab. For more details please refer to their 2012 paper (https://doi.org/10.1038/nature11500) -The results on the sector positions will be printed in the Command Window of MATLAB <br> For the TEVC analyses (Source_Data.zip): <br> - The raw TEVC data is reported in the "Raw_TEVC_Traces" folder for each figure. <br> - Using the "Plotting_TEVC_Traces.R" script the TEVC plots shown in the manuscript can be generated (without the concentration annotations). <br> - All data presented in dose response curves or bar graphs were acquired by processing the TEVC traces. The steps are detailed in the file <br> "Processing_TEVC_traces" within each figures folder.<br>
DOI: 10.6084/m9.figshare.19127057.v3
title: Scripts and source data for ‘Origin of Acetylcholine Antagonism in ELIC, a Bacterial Pentameric Ligand-gated Ion Channel’

description: For performing SCA on our Alignments: Multiple Sequence Alignment and Matlab scripts to run Statistical Coupling Analysis to reproduce our results on sector positions for our manuscript on ELIC. Lists of the UniRef100 accession codes for the proteins in the alignments are also provided. <br> The Matlab scripts (*.m extension) contain must of the comments from tutorials of the original SCA v5.0 toolbox (Ranganathan Lab). The comments were edited in accordance to our particular input data and the outputs we were obtaining at each step. <br> To run these scripts it is necessary: -MATLAB with the Bioinformatics Toolbox, as well as the Statistics and Machine Learning Toolbox.<br> -SCA v5.0 toolbox from Ranganathan Lab. For more details please refer to their 2012 paper (https://doi.org/10.1038/nature11500) -The results on the sector positions will be printed in the Command Window of MATLAB <br> For the TEVC analyses (Source_Data.zip): <br> - The raw TEVC data is reported in the "Raw_TEVC_Traces" folder for each figure. <br> - Using the "Plotting_TEVC_Traces.R" script the TEVC plots shown in the manuscript can be generated (without the concentration annotations). <br> - All data presented in dose response curves or bar graphs were acquired by processing the TEVC traces. The steps are detailed in the file <br> "Processing_TEVC_traces" within each figures folder.<br>