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Code and derived data accompanying the paper "Are LLM Agent Leaderboards Reliable? A Survey and Multi-Run Analysis of Agent Reliability Evaluation". Contains the leaderboard census (item-sampling and …

Code and derived data accompanying the paper "Are LLM Agent Leaderboards Reliable? A Survey and Multi-Run Analysis of Agent Reliability Evaluation". Contains the leaderboard census (item-sampling and fixed-task rerun bounds over 22 public agent leaderboards; derived per-entry statistics only), the Terminal-Bench 2.0 multi-run analysis, and a small pinned harness illustration. Please cite the paper, not this record.

What's Changed model builder and export button implemented by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/64 test case added by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/6…

What's Changed model builder and export button implemented by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/64 test case added by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/65 docs for this project added by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/66 fix related to pass except block by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/68 fix related to threadid in mac, close #62 by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/69 qt5 compatibility fixes by @iamtekson in https://github.com/iamtekson/GeoAgent/pull/70 Full Changelog: https://github.com/iamtekson/GeoAgent/compare/v0.5.2...v1.0.0

S17 — Friesea woyciechowskii This report summarises the Antarctic distribution (south of 60°S) of Friesea woyciechowskii Weiner, 1980 (Neanuridae, Poduromorpha), a Collembola species in Sout…

S17 — Friesea woyciechowskii This report summarises the Antarctic distribution (south of 60°S) of Friesea woyciechowskii Weiner, 1980 (Neanuridae, Poduromorpha), a Collembola species in South Shetland and South Orkney Islands and the Antarctic Peninsula, and assesses the representation of its occurrence records and occupied habitats within Antarctic Specially Protected Areas (ASPAs). The report includes: species overview and taxonomy; mapped distribution with Extent of Occurrence and Area of Occupancy estimates following IUCN (2024); habitat classification using the Tier 3 ecosystem typology of Tóth et al. (2025); species occurrence and habitat representation within ASPAs, including type localities; and species-specific conservation recommendations. This is one of 22 species reports in a series assessing the representation of Antarctic Collembola in the ASPA network. Compiled using data current to 9th January 2025. The species report is intended to be kept up to date. Revised editions will be published as new versions of this record as further occurrence records and taxonomic revisions become available; the associated DOI will always resolve to the most recent version. Acknowledgements This work was supported by ARC SRIEAS Grant SR200100005 Securing Antarctica’s Environmental Future. David A. Clarke provided advice on the data compilation process. Fieldwork in Casey Station surroundings was supported by the Australian Antarctic Division. Dronning Maud Land fieldwork was supported by SAEF in collaboration with White Desert. Fieldwork in the Morozumi Ranges was supported by the New Zealand Antarctic Research Program, the Italian National Antarctic Program and the SAEF program. Laura M. Phillips, Rebecca Hallas, Naomi J. Monk, Jessica L. Hoskins, and Richard S. Jones for their survey efforts. Kevin A. Hughes, Brent J. Sinclair, and Stef Bokhorst for sharing the coordinates of their survey records. Assistance in obtaining publications and maps was provided by Monash University Library, the British Antarctic Survey Archive Collections and the University of Wisconsin–Milwaukee American Geographical Society Library. This work contributes to delivering the Australian Antarctic Science Decadal Strategy. How to cite W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. accepted. Enhancing Antarctic terrestrial conservation through biodiversity informatics. Biological Conservation. W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. 2026. Antarctic Collembola Species Report on Friesea woyciechowskii. Zenodo. http://doi.org/10.5281/zenodo.23174930.  

S7 — Cryptopygus cisantarcticus This report summarises the Antarctic distribution (south of 60°S) of Cryptopygus cisantarcticus Wise, 1967 (Isotomidae, Entomobryomorpha), a Collembola specie…

S7 — Cryptopygus cisantarcticus This report summarises the Antarctic distribution (south of 60°S) of Cryptopygus cisantarcticus Wise, 1967 (Isotomidae, Entomobryomorpha), a Collembola species in North Victoria Land, and assesses the representation of its occurrence records and occupied habitats within Antarctic Specially Protected Areas (ASPAs). The report includes: species overview and taxonomy; putative cryptic species; mapped distribution with Extent of Occurrence and Area of Occupancy estimates following IUCN (2024); habitat classification using the Tier 3 ecosystem typology of Tóth et al. (2025); species occurrence and habitat representation within ASPAs, including type localities; and species-specific conservation recommendations. This is one of 22 species reports in a series assessing the representation of Antarctic Collembola in the ASPA network. Compiled using data current to 9th January 2025. The species report is intended to be kept up to date. Revised editions will be published as new versions of this record as further occurrence records and taxonomic revisions become available; the associated DOI will always resolve to the most recent version. Acknowledgements This work was supported by ARC SRIEAS Grant SR200100005 Securing Antarctica’s Environmental Future. David A. Clarke provided advice on the data compilation process. Fieldwork in Casey Station surroundings was supported by the Australian Antarctic Division. Dronning Maud Land fieldwork was supported by SAEF in collaboration with White Desert. Fieldwork in the Morozumi Ranges was supported by the New Zealand Antarctic Research Program, the Italian National Antarctic Program and the SAEF program. Laura M. Phillips, Rebecca Hallas, Naomi J. Monk, Jessica L. Hoskins, and Richard S. Jones for their survey efforts. Kevin A. Hughes, Brent J. Sinclair, and Stef Bokhorst for sharing the coordinates of their survey records. Assistance in obtaining publications and maps was provided by Monash University Library, the British Antarctic Survey Archive Collections and the University of Wisconsin–Milwaukee American Geographical Society Library. This work contributes to delivering the Australian Antarctic Science Decadal Strategy. How to cite W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. accepted. Enhancing Antarctic terrestrial conservation through biodiversity informatics. Biological Conservation. W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. 2026. Antarctic Collembola Species Report on Cryptopygus cisantarcticus. Zenodo. http://doi.org/10.5281/zenodo.23174912.  

S6 — Cryptopygus badasa This report summarises the Antarctic distribution (south of 60°S) of Cryptopygus badasa Greenslade, 1995 (Isotomidae, Entomobryomorpha), a Collembola species in the A…

S6 — Cryptopygus badasa This report summarises the Antarctic distribution (south of 60°S) of Cryptopygus badasa Greenslade, 1995 (Isotomidae, Entomobryomorpha), a Collembola species in the Antarctic Peninsula and sub-Antarctic, and assesses the representation of its occurrence records and occupied habitats within Antarctic Specially Protected Areas (ASPAs). The report includes: species overview and taxonomy; mapped distribution with Extent of Occurrence and Area of Occupancy estimates following IUCN (2024); habitat classification using the Tier 3 ecosystem typology of Tóth et al. (2025); species occurrence and habitat representation within ASPAs, including type localities; and species-specific conservation recommendations. This is one of 22 species reports in a series assessing the representation of Antarctic Collembola in the ASPA network. Compiled using data current to 9th January 2025. The species report is intended to be kept up to date. Revised editions will be published as new versions of this record as further occurrence records and taxonomic revisions become available; the associated DOI will always resolve to the most recent version. Acknowledgements This work was supported by ARC SRIEAS Grant SR200100005 Securing Antarctica’s Environmental Future. David A. Clarke provided advice on the data compilation process. Fieldwork in Casey Station surroundings was supported by the Australian Antarctic Division. Dronning Maud Land fieldwork was supported by SAEF in collaboration with White Desert. Fieldwork in the Morozumi Ranges was supported by the New Zealand Antarctic Research Program, the Italian National Antarctic Program and the SAEF program. Laura M. Phillips, Rebecca Hallas, Naomi J. Monk, Jessica L. Hoskins, and Richard S. Jones for their survey efforts. Kevin A. Hughes, Brent J. Sinclair, and Stef Bokhorst for sharing the coordinates of their survey records. Assistance in obtaining publications and maps was provided by Monash University Library, the British Antarctic Survey Archive Collections and the University of Wisconsin–Milwaukee American Geographical Society Library. This work contributes to delivering the Australian Antarctic Science Decadal Strategy. How to cite W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. accepted. Enhancing Antarctic terrestrial conservation through biodiversity informatics. Biological Conservation. W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. 2026. Antarctic Collembola Species Report on Cryptopygus badasa. Zenodo. http://doi.org/10.5281/zenodo.23174888.  

Added UI for defining and visualizing expressions of image diagnostics. Allow using diagnostic expressions to exclude images from contributing to: master photometric reference Determining the correct…

Added UI for defining and visualizing expressions of image diagnostics. Allow using diagnostic expressions to exclude images from contributing to: master photometric reference Determining the correction coefficients for EPD and TFA A collection of bugfixes, UI improvements, and optimizations

This repository facilitates reproduction of the figures from the manuscript "Sugar-rich foods exacerbate antibiotic-induced microbiome disruption", built from a small set of de-identified released tab…

This repository facilitates reproduction of the figures from the manuscript "Sugar-rich foods exacerbate antibiotic-induced microbiome disruption", built from a small set of de-identified released tables. Every panel is rebuilt by a numbered R script that reads only from released_data/ and writes one PDF per panel.Scripts are organised by analysis family rather than by printed figure: expensive Bayesian models are fit once and cached, then consumed by the panels that need them. The inputs needed for figure generation are available, including de-identified patient-level clinical-outcome and medication tables.The accompanying article is published in Nature: https://doi.org/10.1038/s41586-026-11077-3. Please cite the article in preference to this software.

S22 — Tullbergia mixta This report summarises the Antarctic distribution (south of 60°S) of Tullbergia mixta E. Wahlgren, 1906 (Tullbergiidae, Poduromorpha), a Collembola species in Sou…

S22 — Tullbergia mixta This report summarises the Antarctic distribution (south of 60°S) of Tullbergia mixta E. Wahlgren, 1906 (Tullbergiidae, Poduromorpha), a Collembola species in South Shetland Islands and Antarctic Peninsula, and assesses the representation of its occurrence records and occupied habitats within Antarctic Specially Protected Areas (ASPAs). The report includes: species overview and taxonomy; mapped distribution with Extent of Occurrence and Area of Occupancy estimates following IUCN (2024); habitat classification using the Tier 3 ecosystem typology of Tóth et al. (2025); species occurrence and habitat representation within ASPAs, including type localities; and species-specific conservation recommendations. This is one of 22 species reports in a series assessing the representation of Antarctic Collembola in the ASPA network. Compiled using data current to 9th January 2025. The species report is intended to be kept up to date. Revised editions will be published as new versions of this record as further occurrence records and taxonomic revisions become available; the associated DOI will always resolve to the most recent version. Acknowledgements This work was supported by ARC SRIEAS Grant SR200100005 Securing Antarctica’s Environmental Future. David A. Clarke provided advice on the data compilation process. Fieldwork in Casey Station surroundings was supported by the Australian Antarctic Division. Dronning Maud Land fieldwork was supported by SAEF in collaboration with White Desert. Fieldwork in the Morozumi Ranges was supported by the New Zealand Antarctic Research Program, the Italian National Antarctic Program and the SAEF program. Laura M. Phillips, Rebecca Hallas, Naomi J. Monk, Jessica L. Hoskins, and Richard S. Jones for their survey efforts. Kevin A. Hughes, Brent J. Sinclair, and Stef Bokhorst for sharing the coordinates of their survey records. Assistance in obtaining publications and maps was provided by Monash University Library, the British Antarctic Survey Archive Collections and the University of Wisconsin–Milwaukee American Geographical Society Library. This work contributes to delivering the Australian Antarctic Science Decadal Strategy. How to cite W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. accepted. Enhancing Antarctic terrestrial conservation through biodiversity informatics. Biological Conservation. W. P. Amy Liu, Rachel I. Leihy, Laura M. Phillips & Steven L. Chown. 2026. Antarctic Collembola Species Report on Tullbergia mixta. Zenodo. http://doi.org/10.5281/zenodo.23174827.  

The memory of the Laplace project: corpus, index, temporal graph and archive, baked into images a kernel can read.