Topic
Reproducible workflows
Connections
Arrows preserve the direction of the sourced statement. “Discusses” and “teaches” are distinct from documented tool use.
- On this topicROOTframework
Source & relationship details
ROOT → taggedWith → this item
The published ROOT concept connects resilient tool selection to inspectable and rebuildable research workflows. Evidence: metadata.description. Reviewed 9 November 2026.
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higher reproducibility
- Source field
content/knowledge/frameworks/root.md.connections[0]- Statement source version
- 10.5281/zenodo.19051651
- On this topicSHAPEframework
Source & relationship details
SHAPE → taggedWith → this item
The published SHAPE concept addresses workflow correctness and repeatability. Evidence: metadata.description. Reviewed 9 November 2026.
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correct and repeatable
- Source field
content/knowledge/frameworks/shape.md.connections[0]- Statement source version
- 10.5281/zenodo.23493248
- Area of work forLukas C. Bossertperson
Source & relationship details
Lukas C. Bossert → worksOn → this item
This research theme is explicitly represented in 7 authored outputs; the supporting publication versions and original keywords are retained.
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- Source field
Verified own creator identity ∩ reviewed publication keyword aliases- Rule
- own-publication-theme-v1
- Statement source version
- 10.5281/zenodo.19171100
Shared tool coverage: source assertions
- Source ·
metadata.keywords / legacy.tags / legacy.categories· 10.5281/zenodo.19171100 - Source ·
metadata.keywords / legacy.tags / legacy.categories· 10.5281/zenodo.12082743 - Source ·
metadata.keywords / legacy.tags / legacy.categories· 10.18154/RWTH-2022-10554 - Source ·
metadata.keywords / legacy.tags / legacy.categories· 10.5281/zenodo.3791964 - Source ·
metadata.keywords / legacy.tags / legacy.categories· 10.5281/zenodo.841348 - Source ·
metadata.keywords / legacy.tags / legacy.categories - Source ·
editorial/research/connections.json.workLinks[40]· 10.5281/zenodo.17867006
- On this topicData-Driven Visualizationproject
Source & relationship details
Data-Driven Visualization → taggedWith → this item
The owner-authored project description explicitly identifies reproducible plots based on supplied data as the template’s purpose. Evidence: this Markdown item’s imported.node.description. Reviewed 9 November 2026.
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reproducible visualizations
- Source field
content/knowledge/projects/data-driven-visualization.md.connections[0]- Statement source version
- 2026-11-09
- On this topicEmacsskill
Source & relationship details
Emacs → taggedWith → this item
The existing skill card classifies this practice in this research area.
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- Source field
data/en/sections/skills.yaml.skills[2].categories- Statement source version
- 2026-11-08
- On this topicGit & GitLabskill
Source & relationship details
Git & GitLab → taggedWith → this item
The existing skill card classifies this practice in this research area.
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- Source field
data/en/sections/skills.yaml.skills[4].categories- Statement source version
- 2026-11-08
- On this topicLaTeX & bibliographiesskill
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LaTeX & bibliographies → taggedWith → this item
The existing skill card classifies this practice in this research area.
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- Source field
data/en/sections/skills.yaml.skills[1].categories- Statement source version
- 2026-11-08
- On this topicOrg mode & literate workflowsskill
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Org mode & literate workflows → taggedWith → this item
The existing skill card classifies this practice in this research area.
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- Source field
data/en/sections/skills.yaml.skills[3].categories- Statement source version
- 2026-11-08
- On this topicResearch data & metadataskill
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Research data & metadata → taggedWith → this item
The existing skill card classifies this practice in this research area.
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- Source field
data/en/sections/skills.yaml.skills[0].categories- Statement source version
- 2026-11-08
- On this topicShell & text processingskill
Source & relationship details
Shell & text processing → taggedWith → this item
The existing skill card classifies this practice in this research area.
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- Source field
data/en/sections/skills.yaml.skills[5].categories- Statement source version
- 2026-11-08
- On this topicAWK tourtour
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AWK tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[1].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicBash tourtour
Source & relationship details
Bash tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[2].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicgrep tourtour
Source & relationship details
grep tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[8].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topictroff / groff tourtour
Source & relationship details
troff / groff tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[18].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicjq and yq tourtour
Source & relationship details
jq and yq tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[9].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicGNU Make tourtour
Source & relationship details
GNU Make tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[5].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicOrg-mode tourtour
Source & relationship details
Org-mode tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[11].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicRegular expressions tourtour
Source & relationship details
Regular expressions tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[13].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicROOT & SHAPE tourtour
Source & relationship details
ROOT & SHAPE tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[14].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicsed tourtour
Source & relationship details
sed tour → taggedWith → this item
The public directory classifies this tour as automation; the reviewed category mapping links it to this subject.
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automation
- Source field
sources/research/tours.json.tours[15].categories- Rule
- tour-directory-category-v1
- Statement source version
- sha256:1f2b79b9905f1cc2c297fd0453a587313999541a8a1482f2a969037c01e5830c
- On this topicCRC Proposal Templatework
Source & relationship details
CRC Proposal Template → taggedWith → this item
Exact case-insensitive keyword alias; original terms retained.
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- Source field
metadata.keywords / legacy.tags / legacy.categories- Rule
- keyword-alias-v1
- Statement source version
- 10.18154/RWTH-2022-10554
- On this topicEins für alles: Der Einsatz von Emacs im Forschungszykluswork
Source & relationship details
Eins für alles: Der Einsatz von Emacs im Forschungszyklus → taggedWith → this item
Exact case-insensitive keyword alias; original terms retained.
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- Source field
metadata.keywords / legacy.tags / legacy.categories- Rule
- keyword-alias-v1
- On this topicCollaborative data processing and documenting using org-babelwork
Source & relationship details
Collaborative data processing and documenting using org-babel → taggedWith → this item
Exact case-insensitive keyword alias; original terms retained.
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- Source field
metadata.keywords / legacy.tags / legacy.categories- Rule
- keyword-alias-v1
- Statement source version
- 10.5281/zenodo.12082743
- On this topicResilient Technologies. Why Decades-Old Tools Define the ROOT of Modern Research Data Managementwork
Source & relationship details
Resilient Technologies. Why Decades-Old Tools Define the ROOT of Modern Research Data Management → taggedWith → this item
The poster series describes auditable, rebuildable research pipelines and states reproducibility as an intended outcome. Evidence: metadata.description. Reviewed 9 November 2026.
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higher reproducibility
- Source field
content/knowledge/works/zenodo-17157587.md.connections[0]- Statement source version
- 10.5281/zenodo.19051651
- On this topicDKZ.2R Data Competence College - Reproducibility in Researchwork
Source & relationship details
DKZ.2R Data Competence College - Reproducibility in Research → taggedWith → this item
The archived event description explicitly identifies reproducibility as its subject.
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Reproducibility in Research
- Source field
editorial/research/connections.json.workLinks[40]- Statement source version
- 10.5281/zenodo.17867006
- On this topicResilient Technologies. Why Decades-Old Tools Define the ROOT of Modern Research Data Management — Workshop Documentswork
Source & relationship details
Resilient Technologies. Why Decades-Old Tools Define the ROOT of Modern Research Data Management — Workshop Documents → taggedWith → this item
Exact case-insensitive keyword alias; original terms retained.
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- Source field
metadata.keywords / legacy.tags / legacy.categories- Rule
- keyword-alias-v1
- Statement source version
- 10.5281/zenodo.19171100
- On this topicDeliberate Workflows. Why Small Decisions Define the SHAPE of Modern Research Data Processingwork
Source & relationship details
Deliberate Workflows. Why Small Decisions Define the SHAPE of Modern Research Data Processing → taggedWith → this item
The framework explicitly addresses the correctness and repeatability of research workflows. Evidence: metadata.description. Reviewed 9 November 2026.
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correct and repeatable
- Source field
content/knowledge/works/zenodo-23127196.md.connections[0]- Statement source version
- 10.5281/zenodo.23493248
- On this topicZur Nutzung von makefile-Dateienwork
Source & relationship details
Zur Nutzung von makefile-Dateien → taggedWith → this item
Exact case-insensitive keyword alias; original terms retained.
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- Source field
metadata.keywords / legacy.tags / legacy.categories- Rule
- keyword-alias-v1
- Statement source version
- 10.5281/zenodo.3791964
- On this topicIntegration von Python in TeX am Beispiel von Katalogeinträgenwork
Source & relationship details
Integration von Python in TeX am Beispiel von Katalogeinträgen → taggedWith → this item
Exact case-insensitive keyword alias; original terms retained.
Check the source ↗ · derived
- Source field
metadata.keywords / legacy.tags / legacy.categories- Rule
- keyword-alias-v1
- Statement source version
- 10.5281/zenodo.841348
Content & provenance
This page is backed by content/knowledge/topics/reproducibility.md. Source metadata and imported relationships are kept separate from authored Markdown and additional connections.