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10 results for “identification bias”

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dryad36/100

Reducing racial ingroup biases in empathy and altruistic decision-making by shifting racial identification

Open the record for dataset details and reuse information.

publicMar 2025View details →
dryad32/100

Data from: Taxonomic identification bias does not drive patterns of abundance and diversity in theropod dinosaurs

<p>The ability of palaeontologists to correctly diagnose and classify new fossil species from incomplete morphological data is fundamental to our understanding of evolution. Different parts of the vertebrate skeleton have different likelihoods of fossil preservation and varying amounts of taxonomic information, which could bias our interpretations of fossil material. Substantial previous research has focused on the diversity and macroevolution of non-avian theropod dinosaurs. Theropods provide a rich dataset for analysis of the interactions between taxonomic diagnosability and fossil preservation. We use specimen data and formal taxonomic diagnoses to create a new metric, the Likelihood of Diagnosis (LoD), which quantifies the diagnostic likelihood of fossil species in relation to bone preservation potential. We use this to assess whether a taxonomic identification bias impacts the non-avian theropod fossil record. We find the patterns of differential species abundance and clade diversity are not a consequence of their relative diagnosability. Although there are other factors that bias the theropod fossil record, our results suggest patterns of relative abundance and diversity for theropods might be more representative of Mesozoic ecology than often considered.</p>

opencc-zeroJun 2021View details →
dryad32/100

Data from: Taxonomic identification bias does not drive patterns of abundance and diversity in theropod dinosaurs

Open the record for dataset details and reuse information.

publicJun 2021View details →
geo24/100

Identification of sex-biased genes in Drosophila using gonad RNAseq data

GEO Series GSE52058. Drosophila ananassae; Drosophila yakuba; Drosophila pseudoobscura. 13 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenNov 2013View details →
geo24/100

Identification and single cell functional characterization of an endodermally-biased pluripotent sub-state in human embryonic stem cells

GEO Series GSE113168. Homo sapiens. 4 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenMay 2018View details →
geo20/100

Identification and characterization of sex-biased microRNAs in Bactrocera dorsalis (Hendel)

GEO Series GSE80536. Bactrocera dorsalis. 4 samples. Type: Non-coding RNA profiling by high throughput sequencing.

openGEO-OpenFeb 2017View details →
geo20/100

Identification of differentially expressed genes between clinical and bovine-biased Escherichia coli O157:H7 genotypes

GEO Series GSE15783. Escherichia coli. 16 samples. Type: Expression profiling by array.

openGEO-OpenApr 2009View details →
geo16/100

Identification of Genes Displaying Sex- and Tissue-biased Expression Patterns in the Monarch Butterfly (Danaus plexippus) with an Emphasis on Chemosensory Perception

GEO Series GSE150359. Danaus plexippus. 36 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJun 2021View details →
geo16/100

Identification of sex-biased miRNA involved in sex differentiation and spermatogenesis in yellow catfish by comparative transcriptome analysis

GEO Series GSE54610. Tachysurus fulvidraco. 3 samples. Type: Non-coding RNA profiling by high throughput sequencing.

openGEO-OpenJan 2016View details →
geo12/100

Identification and Correction of Amplification Protocol Bias in Microarray Studies

GEO Series GSE42764. Homo sapiens. 34 samples. Type: Expression profiling by array.

openGEO-OpenJan 2014View details →

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record