From 9ff174d5357b82f2a67a775280e859ca8173e499 Mon Sep 17 00:00:00 2001 From: Anas-Elhounsri Date: Wed, 1 Jul 2026 09:56:44 +0200 Subject: [PATCH] Removed the redundant BACKUP dir --- BACKUP/ground_truth/comparison.html | 529 ---- BACKUP/ground_truth/index.html | 305 -- BACKUP/ground_truth/summary_0_3_0.json | 2492 ----------------- BACKUP/ground_truth/summary_0_3_1.json | 2070 -------------- .../summary_pitfalls_warnings.json | 2072 -------------- docs/ground_truth/home.html | 2 +- 6 files changed, 1 insertion(+), 7469 deletions(-) delete mode 100644 BACKUP/ground_truth/comparison.html delete mode 100644 BACKUP/ground_truth/index.html delete mode 100644 BACKUP/ground_truth/summary_0_3_0.json delete mode 100644 BACKUP/ground_truth/summary_0_3_1.json delete mode 100644 BACKUP/ground_truth/summary_pitfalls_warnings.json diff --git a/BACKUP/ground_truth/comparison.html b/BACKUP/ground_truth/comparison.html deleted file mode 100644 index 97f20ba..0000000 --- a/BACKUP/ground_truth/comparison.html +++ /dev/null @@ -1,529 +0,0 @@ - - - - - - RsMetaCheck — 0.3.0 vs 0.3.1 Comparison - - - - -
- ← Ground Truth Report -
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0.3.0 vs 0.3.1 — Comparison

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- This page compares the detection results of RsMetaCheck version 0.3.0 and - version 0.3.1 on the ground truth dataset, highlighting improvements and - corrections in pitfall and warning detection across the 85 openAIRE - repositories. -

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0.3.0 Pitfall & Warning Distribution

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Pitfalls (P001–P019)

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Warnings (W001–W010)

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0.3.1 Pitfall & Warning Distribution

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Pitfalls (P001–P019)

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Warnings (W001–W010)

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The “Before & After” Comparison

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Pitfalls

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Warnings

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Repository-Level Comparison

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RepositoryCode0.3.0 Source0.3.0 Description0.3.1 Source0.3.1 Description
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- - - - - diff --git a/BACKUP/ground_truth/index.html b/BACKUP/ground_truth/index.html deleted file mode 100644 index d1fdb68..0000000 --- a/BACKUP/ground_truth/index.html +++ /dev/null @@ -1,305 +0,0 @@ - - - - - - RsMetaCheck Pitfalls Report - - - - -
- 0.3.0 vs 0.3.1 Comparison → -
- -

Ground Truth Report

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- This ground truth study evaluated 84 software repositories from the openAIRE graph. - All repositories contain a codemeta.json file and were examined across - multiple metadata sources including package manifests (e.g., setup.py, - package.json, DESCRIPTION), citation files - (CITATION.cff), licensing files, README documentation, and other - structured or semi-structured metadata artifacts. -

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RepositoryCommit IDPitfall / Warning CodeDescriptionSource File
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- - - - \ No newline at end of file diff --git a/BACKUP/ground_truth/summary_0_3_0.json b/BACKUP/ground_truth/summary_0_3_0.json deleted file mode 100644 index 4c5616d..0000000 --- a/BACKUP/ground_truth/summary_0_3_0.json +++ /dev/null @@ -1,2492 +0,0 @@ -{ - "AI5GW/Goertzel": { - "url": "https://github.com/AI5GW/Goertzel", - "pitfalls": { - "P002": { - "source_file": "LICENSE", - "description": "file contains unreplaced template placeholders" - } - }, - "warnings": { - "W003": { - "source_file": "README.md", - "description": "Repository has multiple licenses but metadata files only lists one. Found in: https://raw.githubusercontent.com/AI5GW/Goertzel/2eb355240d0a66147309c783c91877af350414a9/LICENSE" - } - } - }, - "BM32ESRF/LaueNN": { - "url": "https://github.com/BM32ESRF/LaueNN", - "pitfalls": {}, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: matplotlib, Keras, numpy, h5py, tensorflow, PyQt5, scikit-learn, fabio, networkx, scikit-image, tqdm, scipy" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2023-03-24T00:00:00' is outdated compared to repository date '2026-03-16T10:36:05'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python 3" - } - } - }, - "CardiacModelling/protocol-design-hERG": { - "url": "https://github.com/CardiacModelling/protocol-design-hERG", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version '1.0.1' does not match release version '1.0'" - }, - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/CardiacModelling/protocol-design-hERG" - } - }, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: pints, myokit" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2016-10-18T00:00:00' is outdated compared to repository date '2025-07-10T09:56:55'" - } - } - }, - "ComputationalBiomechanicsLab/opensim-creator": { - "url": "https://github.com/ComputationalBiomechanicsLab/opensim-creator", - "pitfalls": { - "P017": { - "source_file": "codemeta.json", - "description": "version '0.7.3' does not match version '2.12.0' in pyproject.toml" - } - }, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: meson, ninja" - } - } - }, - "ComputationalGenomics/Reveal": { - "url": "https://github.com/ComputationalGenomics/Reveal", - "pitfalls": { - "P002": { - "source_file": "LICENSE", - "description": "file contains unreplaced template placeholders" - } - }, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: numpy, pandas, joblib, sphinx, sphinx-autodoc-typehints, sphinx_rtd_theme, myst_parser" - } - } - }, - "DrMattG/SDGsR": { - "url": "https://github.com/DrMattG/SDGsR", - "pitfalls": { - "P002": { - "source_file": "LICENSE", - "description": "file contains unreplaced template placeholders" - }, - "P009": { - "source_file": "codemeta.json", - "description": "codeRepository points to homepage instead of repository: https://drmattg.github.io/SDGsR/" - }, - "P013": { - "source_file": "DESCRIPTION", - "description": "License does not specify version: 'GPL (>= 3)'" - }, - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/DrMattG/SDGsR" - } - }, - "warnings": { - "W001": { - "source_file": "DESCRIPTION", - "description": "contains software requirements without versions: jsonlite, here, readr, dplyr, tidyr" - }, - "W003": { - "source_file": "", - "description": "Repository has multiple licenses but metadata files only lists one. Found in: https://raw.githubusercontent.com/DrMattG/SDGsR/fa1898e88b9a31a05c2b722f36d6993595536a12/LICENSE.md" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: R" - } - } - }, - "Duke-GCB/calrissian": { - "url": "https://github.com/Duke-GCB/calrissian", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version '0.16.0' does not match release version '0.18.1'" - } - }, - "warnings": { - "W001": { - "source_file": "pyproject.toml", - "description": "contains software requirements without versions: hatchling" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2023-10-23T00:00:00' is outdated compared to repository date '2026-02-12T01:16:54'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python" - } - } - }, - "EDIorg/ecocomDP": { - "url": "https://github.com/EDIorg/ecocomDP", - "pitfalls": {}, - "warnings": { - "W001": { - "source_file": "DESCRIPTION", - "description": "contains software requirements without versions: RColorBrewer, data.table, dplyr, geosphere, ggplot2, httr, lubridate, magrittr, methods, rlang, rmarkdown, stats, stringr, tidyr, tools, utils, uuid, xml2, neonOS" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: R" - } - } - }, - "ElektraInitiative/libelektra": { - "url": "https://github.com/ElektraInitiative/libelektra", - "pitfalls": { - "P001": { - "source_file": "package.json", - "description": "version '2.0.0' does not match release version '0.10.0'" - }, - "P006": { - "source_file": "package.json", - "description": "License points to local file instead of license name: 'SEE LICENSE IN ../../../LICENSE.md'" - }, - "P009": { - "source_file": "setup.py", - "description": "codeRepository points to homepage instead of repository: https://www.libelektra.org" - }, - "P013": { - "source_file": "codemeta.json", - "description": "License does not specify version: 'BSD'" - }, - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/ElektraInitiative/libelektra" - }, - "P017": { - "source_file": "codemeta.json", - "description": "version '0.8.17' does not match version '2.0.0' in package.json" - } - }, - "warnings": { - "W001": { - "source_file": "package.json", - "description": "contains software requirements without versions: wheel" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2016-07-23T00:00:00' is outdated compared to repository date '2026-05-11T09:01:19'" - }, - "W007": { - "source_file": "metadata files", - "description": "identifier field is empty or missing" - }, - "W010": { - "source_file": "package.json", - "description": "codeRepository uses Git shorthand instead of full URL: 'github:ElektraInitiative/libelektra'" - } - } - }, - "FIPE18-007-VERMEULEN/csdvp-evolutionary-algorithm-optimization": { - "url": "https://github.com/FIPE18-007-VERMEULEN/csdvp-evolutionary-algorithm-optimization", - "pitfalls": { - "P011": { - "source_file": "metadata files", - "description": "IssueTracker URL violates expected format: https://gvipers.imt-nord-europe.fr/m3tal/csdvp-evolutionary-algorithm-optimization/issues" - }, - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/FIPE18-007-VERMEULEN/csdvp-evolutionary-algorithm-optimization" - } - }, - "warnings": { - "W001": { - "source_file": "codemeta.json", - "description": "contains software requirements without versions: gcc, cMake, swh:1:dir:cc83fa70d755c8bae509b3c9eb56cb3a8e7a339e;origin=https://gitlab.inria.fr/paradiseo/paradiseo;visit=swh:1:snp:ab929bf560e9d1ad33143b73d38434e900f01858;anchor=swh:1:rev:c2a3ed4e7f67772afb37ea325c9ef80fca2b008d" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2023-11-20T00:00:00' is outdated compared to repository date '2024-06-11T13:07:36'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: C++" - } - } - }, - "FairRootGroup/DDS": { - "url": "https://github.com/FairRootGroup/DDS", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version 'master' does not match release version '3.17'" - } - }, - "warnings": {} - }, - "FairRootGroup/FairMQ": { - "url": "https://github.com/FairRootGroup/FairMQ", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version 'master' does not match release version '1.10.0'" - }, - "P006": { - "source_file": "codemeta.json", - "description": "License points to local file instead of license name: './COPYRIGHT'" - } - }, - "warnings": {} - }, - "HumanBrainProject/kg-core-sdks": { - "url": "https://github.com/HumanBrainProject/kg-core-sdks", - "pitfalls": { - "P017": { - "source_file": "codemeta.json", - "description": "version '0.9.20' does not match version '0.9.7' in package.json" - } - }, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: requests, pydantic, jinja2" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2024-11-21T00:00:00' is outdated compared to repository date '2026-01-24T14:06:50'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python 3" - } - } - }, - "IBM/multi-variate-parallel-transformer": { - "url": "https://github.com/IBM/multi-variate-parallel-transformer", - "pitfalls": { - "P002": { - "source_file": "LICENSE", - "description": "file contains unreplaced template placeholders" - } - }, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: mgzip, pathtools, antlr4-python3-runtime, wheel, typing-extensions, maturin, hjson, ninja, msgpack, py-cpuinfo" - } - } - }, - "JSadowska/testLille": { - "url": "https://github.com/JSadowska/testLille", - "pitfalls": { - "P002": { - "source_file": "LICENSE", - "description": "file contains unreplaced template placeholders" - }, - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/JSadowska/testLille" - } - }, - "warnings": { - "W003": { - "source_file": "", - "description": "Repository has multiple licenses but metadata files only lists one. Found in: https://raw.githubusercontent.com/JSadowska/testLille/a944981f43c1bd37710b8a41442754bdc95e339b/LICENSE" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python" - } - } - }, - "Kaffeegangster/tclf": { - "url": "https://github.com/Kaffeegangster/tclf", - "pitfalls": { - "P006": { - "source_file": "pyproject.toml", - "description": "License points to local file instead of license name: 'License file: LICENSE.txt'" - } - }, - "warnings": { - "W001": { - "source_file": "pyproject.toml", - "description": "contains software requirements without versions: numpy, pandas, scikit-learn" - } - } - }, - "KonradHoeffner/rickview": { - "url": "https://github.com/KonradHoeffner/rickview", - "pitfalls": { - "P014": { - "source_file": "metadata files", - "description": "Identifier uses bare DOI instead of full URL: '10.5281/zenodo.8290117'" - } - }, - "warnings": { - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Rust" - } - } - }, - "LDEO-CREW/Pythonic-DISORT": { - "url": "https://github.com/LDEO-CREW/Pythonic-DISORT", - "pitfalls": {}, - "warnings": { - "W001": { - "source_file": "pyproject.toml", - "description": "contains software requirements without versions: numpy, scipy, ipython, matplotlib, sphinx, nbsphinx, python_docs_theme" - } - } - }, - "LanguageMachines/foliautils": { - "url": "https://github.com/LanguageMachines/foliautils", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version '0.24' does not match release version '0.23'" - } - }, - "warnings": { - "W001": { - "source_file": "codemeta.json", - "description": "contains software requirements without versions: icu, libxml2, ticcutils, libfolia" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: C++" - }, - "W006": { - "source_file": "metadata files", - "description": "Identifier is a name instead of valid unique identifier: 'foliautils'" - }, - "W009": { - "source_file": "metadata files", - "description": "developmentStatus is a URL instead of status string: https://www.repostatus.org/#active" - } - } - }, - "LanguageMachines/frog": { - "url": "https://github.com/LanguageMachines/frog", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version '0.35' does not match release version '0.34'" - } - }, - "warnings": { - "W001": { - "source_file": "codemeta.json", - "description": "contains software requirements without versions: icu, libxml2, ticcutils, timbl, libfolia, mbt, ucto" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2023-12-05T00:00:00' is outdated compared to repository date '2026-05-07T10:29:51'" - }, - "W003": { - "source_file": "", - "description": "Repository has multiple licenses but metadata files only lists one. Found in: https://github.com/LanguageMachines/frog/blob/master/README.md" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: C++" - }, - "W006": { - "source_file": "metadata files", - "description": "Identifier is a name instead of valid unique identifier: 'frog'" - } - } - }, - "LanguageMachines/ucto": { - "url": "https://github.com/LanguageMachines/ucto", - "pitfalls": {}, - "warnings": { - "W001": { - "source_file": "codemeta.json", - "description": "contains software requirements without versions: icu, libxml2, ticcutils, libfolia" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2025-12-11T00:00:00' is outdated compared to repository date '2026-02-09T12:18:49'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: C++" - }, - "W006": { - "source_file": "metadata files", - "description": "Identifier is a name instead of valid unique identifier: 'ucto'" - } - } - }, - "Mariizero/ECGRat": { - "url": "https://github.com/Mariizero/ECGRat", - "pitfalls": { - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/Mariizero/ECGRat" - } - }, - "warnings": { - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python 3" - } - } - }, - "Miagarciaru/atlas-outreach-data-tools-for-lumi36": { - "url": "https://github.com/Miagarciaru/atlas-outreach-data-tools-for-lumi36", - "pitfalls": { - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/Miagarciaru/atlas-outreach-data-tools-for-lumi36" - } - }, - "warnings": { - "W001": { - "source_file": "codemeta.json", - "description": "contains software requirements without versions: Python, ROOT" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2021-09-01T00:00:00' is outdated compared to repository date '2025-04-02T14:39:02'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: C++, bash" - } - } - }, - "MiguelRodo/Slides24STA5069Z": { - "url": "https://github.com/MiguelRodo/Slides24STA5069Z", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version '0.0.0.1' does not match release version 'archive'" - }, - "P017": { - "source_file": "codemeta.json", - "description": "version '0.0.0.1' does not match version '3.4.0-1' in DESCRIPTION" - } - }, - "warnings": { - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: R" - } - } - }, - "MolSSI/QCEngine": { - "url": "https://github.com/MolSSI/QCEngine", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version '0.32' does not match release version '0.50.0rc1'" - } - }, - "warnings": { - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python" - } - } - }, - "Neplex/ArchiTXT": { - "url": "https://github.com/Neplex/ArchiTXT", - "pitfalls": { - "P002": { - "source_file": "LICENSE", - "description": "file contains unreplaced template placeholders" - } - }, - "warnings": { - "W001": { - "source_file": "pyproject.toml", - "description": "contains software requirements without versions: unidecode, unidecode, benepar, benepar, levenshtein, levenshtein, more-itertools, more-itertools, typing-extensions, typing-extensions, langchain-core, langchain-huggingface, streamlit-agraph, streamlit-tags" - }, - "W003": { - "source_file": "", - "description": "Repository has multiple licenses but metadata files only lists one. Found in: https://raw.githubusercontent.com/Neplex/ArchiTXT/e82e532453dff78fe5ea2475774be167521c0fca/LICENSE" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python" - }, - "W006": { - "source_file": "metadata files", - "description": "Identifier is a name instead of valid unique identifier: 'ArchiTXT'" - }, - "W009": { - "source_file": "metadata files", - "description": "developmentStatus is a URL instead of status string: https://www.repostatus.org/#wip" - } - } - }, - "Neplex/COveR": { - "url": "https://github.com/Neplex/COveR", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - "description": "version '1.1.0' does not match release version '1.0.4'" - }, - "P002": { - "source_file": "LICENSE", - "description": "file contains unreplaced template placeholders" - }, - "P013": { - "source_file": "DESCRIPTION", - "description": "License does not specify version: 'GPL (>= 2)'" - } - }, - "warnings": { - "W002": { - "source_file": "metadata files", - "description": "dateModified '2017-12-06T00:00:00' is outdated compared to repository date '2026-05-21T08:49:11'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: C, R" - } - } - }, - "NeuralEnsemble/PyNN": { - "url": "https://github.com/NeuralEnsemble/PyNN", - "pitfalls": { - "P001": { - "source_file": "pyproject.toml", - "description": "version '0.12.4' does not match release version '0.12.1'" - }, - "P012": { - "source_file": "metadata files", - "description": "downloadURL is outdated or invalid: https://files.pythonhosted.org/packages/f2/04/371f66ed8175e41a3d5ee04d957f6253e378cc4616b485e4c6a1b9f27626/pynn-0.12.4.tar.gz" - } - }, - "warnings": { - "W001": { - "source_file": "pyproject.toml", - "description": "contains software requirements without versions: morphio, setuptools, at least one of the supported simulators: e.g. NEURON, NEST, or Brian., Python (version 3.9-3.13)" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2025-04-02T00:00:00' is outdated compared to repository date '2026-05-06T09:40:39'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: Python" - }, - "W005": { - "source_file": "codemeta.json", - "description": "Multiple requirements written as single string: 'at least one of the supported simulators: e.g. NEURON, NEST, or Brian.'" - } - } - }, - "PRIDE-Archive/pridepy": { - "url": "https://github.com/PRIDE-Archive/pridepy", - "pitfalls": {}, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: requests, ratelimit, click, pytest, setuptools, boto3, botocore, tqdm, urllib3, httpx" - } - } - }, - "Pakillo/grateful": { - "url": "https://github.com/Pakillo/grateful", - "pitfalls": {}, - "warnings": { - "W001": { - "source_file": "DESCRIPTION", - "description": "contains software requirements without versions: desc, knitr, remotes, renv, rmarkdown, rstudioapi, utils" - } - } - }, - "ParaStation/psmpi": { - "url": "https://github.com/ParaStation/psmpi", - "pitfalls": { - "P016": { - "source_file": "codemeta.json", - "description": "codeRepository points to different repository: https://github.com/ParaStation/psmpi" - }, - "P017": { - "source_file": "codemeta.json", - "description": "version '2.8.0' does not match version '1.0.0' in package.json" - } - }, - "warnings": { - "W001": { - "source_file": "requirements.txt", - "description": "contains software requirements without versions: pytest, pytest-xdist, pytest-html, pyyaml, retrying, junitparser" - }, - "W002": { - "source_file": "metadata files", - "description": "dateModified '2022-07-05T00:00:00' is outdated compared to repository date '2026-04-28T16:13:04'" - }, - "W004": { - "source_file": "metadata files", - "description": "Programming languages without versions: C" - } - } - }, - "R3BRootGroup/sofia": { - "url": "https://github.com/R3BRootGroup/sofia", - "pitfalls": { - "P001": { - "source_file": "codemeta.json", - 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} - }, - "commit ID": "3aca65758cd130df06afb274c6a419033ecdadd0" - }, - "repo_111": { - "url": "https://github.com/naaci/watermarking", - "warnings": { - "W001": { - "source_file": "Metadata files (codemeta.json, setup.py, pom.xml etc...)", - "description": "SoftwareRequirements don\u2019t have versions" - } - }, - "commit ID": "48211f102defdb16d0cd3cf6fc281518a4a96442" - } -} \ No newline at end of file diff --git a/docs/ground_truth/home.html b/docs/ground_truth/home.html index 4f536de..e0ab6ad 100644 --- a/docs/ground_truth/home.html +++ b/docs/ground_truth/home.html @@ -94,7 +94,7 @@

RsMetaCheck Study

from version mismatches, license issues, broken URLs. To verify the performance of our tool we made this study we are building a ground truth dataset that was manually annotated from evaluating a sample of 150 repositories from InnovationSprint2025 and - a small sample of openAIRE, then we tested RSMetaCheck across versions 0.3.0 and 0.3.3 with comparison to the ground truth that we established. + a small sample of openAIRE, then had RSMetaCheck tested across versions 0.3.0 and 0.3.3 with comparison to the ground truth that we have established.