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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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MapReader_railspace_v2

Research datakeyboard_double_arrow_right Dataset 19 Dec 2024Publisher:ZenodoFunded by:UKRI | Living with Machines, UKRI | The Alan Turing Institute
Authors: Wood, Rosie; McDonough, Katherine;

doi: 10.5281/zenodo.14522926

MapReader_railspace_v2

Abstract

Updated railspace patches inferred with MapReader software using https://huggingface.co/Livingwithmachines/mr_resnest101e_finetuned_OS_6inch_2nd_ed_railspace on Ordnance Survey 6-inch-to-1-mile 2nd edition map sheets from the National Library of Scotland. Files: railspace_predictions_patch_df.csv - 586,276 patches classified as either "no" or "railspace", 556,721 "no", 29,554 "railspace" post_processed_railspace_predictions_patch_df.csv - 586,276 patches classified as either "no" or "railspace", 556,880 "no", 29,395 "railspace" Note: new columns have been added in post processed dataframe with updated label + label index "new_predicted_label" and "new_pred".

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average