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1,079 results for “source data”
Data from: Two sources of bias explain errors in facial age estimation
Accurate age estimates underpin our everyday social interactions, the provision of age-restricted services and police investigations. Previous work suggests that these judgments are error-prone, but the processes giving rise to these errors are not understood. Here we present the first systematic test of bias in age estimation using a large database of standardized passport images of heterogeneous ages (n = 3948). In three experiments we tested a range of perceiver age groups (n = 84), and found average age estimation error to be approximately 8 years. We show that this error can be attributed to two separable sources of bias. First, and accounting for the vast majority of variance, our results show an assimilative serial dependency whereby estimates are systematically biased towards the age of the preceding face. Second, younger faces are generally perceived to be older than they are, and older faces to be younger. In combination, these biases account for around 95% of variance in age estimates. We conclude that that perception of age is modulated by representations that encode both a viewer's recent and normative exposure to faces. The finding that age perception is subject to strong top-down influences based on our immediate experience has implications for our understanding of perceptual processes involved in face perception, and for improving accuracy of age estimation in important real world tasks.
HMC_visualisation_and_source_data_SS_v1.0.2
<p>This is the the code and data for:</p> <p>"Rethinking a hybrid malaria chemoprevention delivery strategy for children in sub-perennial settings: a modelling study integrating age- and seasonally-targeted delivery"</p> <p>Swapnoleena Sen1,2, David Schellenberg3, Melissa A Penny4,5*</p> <p>1Swiss Tropical and Public Health Institute, Allschwil, Switzerland</p> <p>2University of Basel, Basel, Switzerland</p> <p>3London School of Hygiene and Tropical Medicine, London, United Kingdom</p> <p><span lang="EN-IN">4The Kids Research Institute Australia, Nedlands, WA, Australia</span></p> <p><span lang="EN-IN">5Centre for Child Health Research, The University of Western Australia, Crawley, WA, Australia</span></p> <p>*Correspondence to: Prof Melissa A Penny (<a href="mailto:melissa.penny@uwa.edu.au">melissa.penny@uwa.edu.au</a>)</p> <p>In this study, using a validated individual-based malaria model combined with pharmacological models of drug action (OpenMalaria), we examined the potential public health impact of a proposed hybrid malaria chemoprevention (HMC, for children 03-24 months), and an age-expanded HMC (referred as HMC+, for children 03-36 months), under different assumptions of drug sensitivity, coverage, and prevalence (5-70%).</p> <p>The details of running OpenMalaria model, data generation and analysis (including R scripts used for preparing the source data files) for this study can be found in a separate "OpenMalaria_workflow_HMC_modeling_SS" repository (DOI: 10.5281/zenodo.13804293). </p> <p>Here the plotting functionalities are described. The repository is strcutured based on figures reported in the manuscript. Each figure has a folder as per its name that includes: 1) R code to plot figure 2) source data files and 3) one PNG and one PDF version of the figure. </p> <p>Please note: i) "dependencies.R" specifies all package information and dependencies in which the simulation, analysis scripts and plotting scripts are tested and stable. <br>ii) The R scripts rely on the folder structure and working directories used by the researchers. To replicate figures, you will need to adjust the file paths.</p>
Mont Blanc ice core data for NH3 source investigation in Europe
<p>Dataset to interpret the <i>δ</i>15N(NH4+) in a Mont Blanc ice core</p>
Lens genus SDM and conservation priorities - Data source file
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Source data for Jeanbille et al. 2023
<p>Data description available in the file first sheet.</p>
SCUBA-D source data
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Source data NCOMMS-23-09959B
<p>Source data for manuscript NCOMMS-23-09959B</p>
SOURCE_DATA_NCOMMS-23-38557B_part7
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SOURCE_DATA_NCOMMS-23-38557B_part4
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SOURCE_DATA_NCOMMS-23-38557B_part6
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SOURCE_DATA_NCOMMS-23-38557B_part1
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SOURCE_DATA_NCOMMS-23-38557B_part3
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SOURCE_DATA_NCOMMS-23-38557B_part2
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SOURCE_DATA_NCOMMS-23-38557B_part8
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SOURCE_DATA_NCOMMS-23-38557B_part5
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Supplementary Dataset_Spreadsheets and data sources
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The impacts of active and self-supervised learning on efficient annotation of single-cell expression data - source data
<p>Source data used to create all figures in the manuscript.</p>
PlasmidHunter project scripts, package source codes and benchmark data
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The collapse of cooperation during range expansion of Pseudomonas aeruginosa [Source Data]
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Source data for "Growth of diamond in liquid metal at 1 atmosphere pressure"
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.