cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12427940
title: INSR IP LC-MSMS RAW files time 7 mins

description: INSR IP binding proteins detected by LC-MSMS after stimulation with insulin for 7 min
DOI: 10.6084/m9.figshare.12427940.v2
title: INSR IP LC-MSMS RAW files time 7 mins

description: INSR IP binding proteins detected by LC-MSMS after stimulation with insulin for 7 min
DOI: 10.6084/m9.figshare.12427940.v1
title: INSR IP LC-MSMS RAW files time 7 mins

description: INSR IP binding proteins detected by LC-MSMS after stimulation with insulin for 7 min
DOI: 10.6084/m9.figshare.12425357
title: Writing (EFL).dat

description: A total number of 500 English students produced an essay in courses related to L2 Writing. The sample consisted of 349 female (69.8%) and 151 male (30.2%) students who ranged in ages between 19 and 58 years (M = 24.89 years, SD = 6.30). Four raters were recruited to mark the essays. The essays were marked using a diagnostic assessment scale called the Empirically-derived Descriptor-based Diagnostic (EDD) checklist (Kim, 2011) accompanied by detailed guidelines. It was developed for scoring and describing the writing of non-native English-speaking students in an academic context. The EDD checklist consists of 35 dichotomous (Yes, No) descriptors assessing five writing attributes.
DOI: 10.6084/m9.figshare.12425345
title: Supporting data and movies from A multi-component lattice Boltzmann approach to study the causality of plastic events

description: The file contains the plotting and analysis scripts and relevant movies for supporting the article.
DOI: 10.6084/m9.figshare.12425345.v1
title: Supporting data and movies from A multi-component lattice Boltzmann approach to study the causality of plastic events

description: The file contains the plotting and analysis scripts and relevant movies for supporting the article.
DOI: 10.6084/m9.figshare.12425246
title: Datasets

description: FrUITeR's datasets and corresponding scripts<br>
DOI: 10.6084/m9.figshare.12425165
title: ChAdOx1-vectored Lassa fever vaccine elicits a robust cellular and humoral immune response and protects guinea pigs against lethal Lassa virus challenge

description: Compiled data from murine immunogenicity and guinea pig efficacy studies evaluating the ChAdOx1-Lassa-GPC vaccine. Individual data tables are labelled with the associated sub-figure number and a description of the performed assay.
DOI: 10.6084/m9.figshare.12425165.v1
title: ChAdOx1-vectored Lassa fever vaccine elicits a robust cellular and humoral immune response and protects guinea pigs against lethal Lassa virus challenge

description: Compiled data from murine immunogenicity and guinea pig efficacy studies evaluating the ChAdOx1-Lassa-GPC vaccine. Individual data tables are labelled with the associated sub-figure number and a description of the performed assay.
DOI: 10.6084/m9.figshare.12425024
title: Supplementary Table 8 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Confusion matrix generated by the random forest analysis. Cells highlighted in green represent the number of hydrocarbon samples correctly assigned to its own colony genotype. Cells highlighted in red indicate the number of incorrect assignments, as well as to which colony genotype they were incorrectly assigned. Adjacent to the matrix, we report the number of hydrocarbon samples for each genotype (# samples); the number of samples randomly drawn from each colony genotype to build each tree in the RF analysis (#sample/tree); the number of the Out-Of-Bag samples for each colony genotype (OOB samples); the number of samples correctly assigned to its own colony genotype (Correct); the number of incorrect assignments (Incorrect); the Out-Of-Bag assignment error rate for each colony genotype (Class Error).
DOI: 10.6084/m9.figshare.12425078
title: dataset_final.csv

description: The data set contains a comprehensive set of file system and network related features extracted using volatility tool.
DOI: 10.6084/m9.figshare.12425024.v1
title: Supplementary Table 8 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Confusion matrix generated by the random forest analysis. Cells highlighted in green represent the number of hydrocarbon samples correctly assigned to its own colony genotype. Cells highlighted in red indicate the number of incorrect assignments, as well as to which colony genotype they were incorrectly assigned. Adjacent to the matrix, we report the number of hydrocarbon samples for each genotype (# samples); the number of samples randomly drawn from each colony genotype to build each tree in the RF analysis (#sample/tree); the number of the Out-Of-Bag samples for each colony genotype (OOB samples); the number of samples correctly assigned to its own colony genotype (Correct); the number of incorrect assignments (Incorrect); the Out-Of-Bag assignment error rate for each colony genotype (Class Error).
DOI: 10.6084/m9.figshare.12425012
title: Results Selection from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12425015
title: Results heritability from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12425078.v2
title: dataset_final.csv

description: The data set contains a comprehensive set of file system and network related features extracted using volatility tool.
DOI: 10.6084/m9.figshare.12425009
title: Supplementary Table 7 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Linear and quadratic selection estimates for principal components using either sexual or worker pupae production as the colony fitness measure.
DOI: 10.6084/m9.figshare.12425012.v1
title: Results Selection from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12425015.v1
title: Results heritability from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12425003
title: Supplementary Table 5 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Genetic correlation estimates of a subset of hydrocarbons for both approaches for handling zeros in the data (add a small value to every sample vs. multiplicative simple replacement method).
DOI: 10.6084/m9.figshare.12425006
title: Supplementary Table 1 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Data set
DOI: 10.6084/m9.figshare.12425009.v1
title: Supplementary Table 7 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Linear and quadratic selection estimates for principal components using either sexual or worker pupae production as the colony fitness measure.
DOI: 10.6084/m9.figshare.12425000
title: CHC - Heritability from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12425003.v1
title: Supplementary Table 5 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Genetic correlation estimates of a subset of hydrocarbons for both approaches for handling zeros in the data (add a small value to every sample vs. multiplicative simple replacement method).
DOI: 10.6084/m9.figshare.12425078.v1
title: dataset_final.csv

description: The data set contains a comprehensive set of file system and network related features extracted using volatility tool.
DOI: 10.6084/m9.figshare.12424997
title: Supplementary Table 4 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Heritability estimates of a subset of hydrocarbons for both approaches for handling zeros in the data (add a small value to every sample vs. multiplicative simple replacement method).
DOI: 10.6084/m9.figshare.12425006.v1
title: Supplementary Table 1 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Data set
DOI: 10.6084/m9.figshare.12424988
title: Results Genetic Correlation from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12424991
title: Supplementary Table 3 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: The loadings of each hydrocarbon on all 29 principal components. Strong loadings (greater than 0.3 or less than -0.3) are shown in bold
DOI: 10.6084/m9.figshare.12424997.v1
title: Supplementary Table 4 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Heritability estimates of a subset of hydrocarbons for both approaches for handling zeros in the data (add a small value to every sample vs. multiplicative simple replacement method).
DOI: 10.6084/m9.figshare.12425000.v1
title: CHC - Heritability from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12424988.v1
title: Results Genetic Correlation from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12424991.v1
title: Supplementary Table 3 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: The loadings of each hydrocarbon on all 29 principal components. Strong loadings (greater than 0.3 or less than -0.3) are shown in bold
DOI: 10.6084/m9.figshare.12424976
title: Supplementary Table 2 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: The percent of the variance explained by each principal component.
DOI: 10.6084/m9.figshare.12424979
title: CHC - Selection from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.
DOI: 10.6084/m9.figshare.12424973
title: Supplementary Table 6 from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: Linear and quadratic selection estimates for individual hydrocarbons using either sexual or worker pupae production as the colony fitness measure.
DOI: 10.6084/m9.figshare.12424982
title: Colony Pedigree - Heritability from Ant cuticular hydrocarbons are heritable and associated with variation in colony productivity

description: In social insects, cuticular hydrocarbons function in nest-mate recognition and also provide a waxy barrier against desiccation, but basic evolutionary features, including the heritability of hydrocarbon profiles and how they are shaped by natural selection are largely unknown. We used a new pharaoh ant (<i>Monomorium pharaonis</i>) laboratory mapping population to estimate the heritability of individual cuticular hydrocarbons, genetic correlations between hydrocarbons, and fitness consequences of phenotypic variation in the hydrocarbons. Individual hydrocarbons had low to moderate estimated heritability, indicating that some compounds provide more information about genetic relatedness and can also better respond to natural selection. Strong genetic correlations between compounds are likely to constrain independent evolutionary trajectories, which is expected, given that many hydrocarbons share biosynthetic pathways. Variation in cuticular hydrocarbons was associated with variation in colony productivity, with some hydrocarbons experiencing strong directional selection. Altogether, this study builds on our knowledge of the genetic architecture of the social insect hydrocarbon profile and indicates that hydrocarbon variation is shaped by natural selection.