{"id":2915,"name":"The Experiment Factory","description":"The Experiment Factory: Reproducible Experiment Containers - Published in JOSS (2018)","url":"https://github.com/expfactory/expfactory","last_synced_at":"2025-09-04T16:56:45.584Z","repository":{"id":26613141,"uuid":"108672186","full_name":"expfactory/expfactory","owner":"expfactory","description":"software to generate a reproducible container with a battery of experiments","archived":false,"fork":false,"pushed_at":"2023-04-13T17:50:22.000Z","size":2656,"stargazers_count":38,"open_issues_count":28,"forks_count":14,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-08-28T02:28:36.634Z","etag":null,"topics":["battery","container","experiment-factory","experiments","expfactory","psychology","reproducible","singularity"],"latest_commit_sha":null,"homepage":"https://expfactory.github.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/expfactory.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":".github/CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":"vsoch"}},"created_at":"2017-10-28T18:05:26.000Z","updated_at":"2025-04-02T17:35:02.000Z","dependencies_parsed_at":"2022-08-07T12:00:47.705Z","dependency_job_id":"9eb41f9b-d4d8-47f0-b785-78e960677c68","html_url":"https://github.com/expfactory/expfactory","commit_stats":{"total_commits":517,"total_committers":4,"mean_commits":129.25,"dds":0.0522243713733076,"last_synced_commit":"885b54583b696762782c7580c7d9ceed40278938"},"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/expfactory/expfactory","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/expfactory","download_url":"https://codeload.github.com/expfactory/expfactory/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/sbom","scorecard":{"id":388252,"data":{"date":"2025-08-11","repo":{"name":"github.com/expfactory/expfactory","commit":"885b54583b696762782c7580c7d9ceed40278938"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.4,"checks":[{"name":"Code-Review","score":0,"reason":"Found 0/20 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/main.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 25 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/main.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/expfactory/expfactory/main.yml/master?enable=pin","Warn: containerImage not pinned by hash: examples/docker/custom-container/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: examples/docker/existing-data/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: examples/docker/hidden-names-container/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/Dockerfile.dev:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/Dockerfile.https:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder-base/Dockerfile:1: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder-ci/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder-dev/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: pipCommand not pinned by hash: examples/docker/custom-container/Dockerfile:26","Warn: pipCommand not pinned by hash: examples/docker/custom-container/Dockerfile:31","Warn: pipCommand not pinned by hash: examples/docker/existing-data/Dockerfile:26","Warn: pipCommand not pinned by hash: examples/docker/existing-data/Dockerfile:31","Warn: pipCommand not pinned by hash: examples/docker/hidden-names-container/Dockerfile:29","Warn: pipCommand not pinned by hash: examples/docker/hidden-names-container/Dockerfile:34","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.dev:30","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.dev:35","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.https:29","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.https:34","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.template:29","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.template:34","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/builder-dev/Dockerfile:16","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/builder/Dockerfile:16","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:23","Info:   0 out of   1 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of  15 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}}]},"last_synced_at":"2025-08-18T17:11:23.723Z","repository_id":26613141,"created_at":"2025-08-18T17:11:23.723Z","updated_at":"2025-08-18T17:11:23.723Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273523663,"owners_count":25120864,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-03T02:00:09.631Z","response_time":76,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"expfactory","name":"The Experiment Factory","uuid":"14955934","kind":"organization","description":"","email":null,"website":"http://expfactory.github.io","location":"Stanford University","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/14955934?v=4","repositories_count":26,"last_synced_at":"2024-03-26T08:51:36.892Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/expfactory","funding_links":[],"total_stars":111,"followers":5,"following":0,"created_at":"2022-11-03T11:52:11.766Z","updated_at":"2024-03-26T08:51:42.772Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/expfactory","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/expfactory/repositories"},"packages":[{"id":2727918,"name":"expfactory","ecosystem":"pypi","description":"software to generate a reproducible container battery of experiments.","homepage":"http://www.github.com/expfactory/expfactory","licenses":"LICENSE","normalized_licenses":["MIT-feh"],"repository_url":"https://github.com/expfactory/expfactory","keywords_array":["docker","container","reproducible","behavior","neuroscience","experiment","factory"],"namespace":null,"versions_count":204,"first_release_published_at":"2015-11-28T20:32:40.000Z","latest_release_published_at":"2022-10-04T16:06:53.000Z","latest_release_number":"3.2.15","last_synced_at":"2025-09-03T23:08:52.342Z","created_at":"2022-04-10T10:56:16.807Z","updated_at":"2025-09-03T23:08:52.343Z","registry_url":"https://pypi.org/project/expfactory/","install_command":"pip install expfactory --index-url https://pypi.org/simple","documentation_url":"https://expfactory.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: Unix","Programming Language :: C","Programming Language :: Python","Programming Language :: Python :: 3","Topic :: Scientific/Engineering","Topic :: Software Development"],"normalized_name":"expfactory","project_status":null},"repo_metadata":{"id":26613141,"uuid":"108672186","full_name":"expfactory/expfactory","owner":"expfactory","description":"software to generate a reproducible container with a battery of experiments","archived":false,"fork":false,"pushed_at":"2023-04-13T17:50:22.000Z","size":2656,"stargazers_count":38,"open_issues_count":28,"forks_count":14,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-08-28T02:28:36.634Z","etag":null,"topics":["battery","container","experiment-factory","experiments","expfactory","psychology","reproducible","singularity"],"latest_commit_sha":null,"homepage":"https://expfactory.github.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/expfactory.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":".github/CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":"vsoch"}},"created_at":"2017-10-28T18:05:26.000Z","updated_at":"2025-04-02T17:35:02.000Z","dependencies_parsed_at":"2022-08-07T12:00:47.705Z","dependency_job_id":"9eb41f9b-d4d8-47f0-b785-78e960677c68","html_url":"https://github.com/expfactory/expfactory","commit_stats":{"total_commits":517,"total_committers":4,"mean_commits":129.25,"dds":0.0522243713733076,"last_synced_commit":"885b54583b696762782c7580c7d9ceed40278938"},"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/expfactory/expfactory","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/expfactory","download_url":"https://codeload.github.com/expfactory/expfactory/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/sbom","scorecard":{"id":388252,"data":{"date":"2025-08-11","repo":{"name":"github.com/expfactory/expfactory","commit":"885b54583b696762782c7580c7d9ceed40278938"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.4,"checks":[{"name":"Code-Review","score":0,"reason":"Found 0/20 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/main.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 25 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/main.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/expfactory/expfactory/main.yml/master?enable=pin","Warn: containerImage not pinned by hash: examples/docker/custom-container/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: examples/docker/existing-data/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: examples/docker/hidden-names-container/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/Dockerfile.dev:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/Dockerfile.https:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder-base/Dockerfile:1: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder-ci/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder-dev/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: containerImage not pinned by hash: expfactory/templates/build/docker/builder/Dockerfile:1: pin your Docker image by updating quay.io/vanessa/expfactory-builder:base to quay.io/vanessa/expfactory-builder:base@sha256:3167d78d56b0a43def373f593fdfcc677253c08baa8c006e72a48766ea09c9a9","Warn: pipCommand not pinned by hash: examples/docker/custom-container/Dockerfile:26","Warn: pipCommand not pinned by hash: examples/docker/custom-container/Dockerfile:31","Warn: pipCommand not pinned by hash: examples/docker/existing-data/Dockerfile:26","Warn: pipCommand not pinned by hash: examples/docker/existing-data/Dockerfile:31","Warn: pipCommand not pinned by hash: examples/docker/hidden-names-container/Dockerfile:29","Warn: pipCommand not pinned by hash: examples/docker/hidden-names-container/Dockerfile:34","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.dev:30","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.dev:35","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.https:29","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.https:34","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.template:29","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/Dockerfile.template:34","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/builder-dev/Dockerfile:16","Warn: pipCommand not pinned by hash: expfactory/templates/build/docker/builder/Dockerfile:16","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:23","Info:   0 out of   1 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of  15 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}}]},"last_synced_at":"2025-08-18T17:11:23.723Z","repository_id":26613141,"created_at":"2025-08-18T17:11:23.723Z","updated_at":"2025-08-18T17:11:23.723Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272906657,"owners_count":25013099,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-30T02:00:09.474Z","response_time":77,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"expfactory","name":"The Experiment Factory","uuid":"14955934","kind":"organization","description":"","email":null,"website":"http://expfactory.github.io","location":"Stanford University","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/14955934?v=4","repositories_count":26,"last_synced_at":"2024-03-26T08:51:36.892Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/expfactory","funding_links":[],"total_stars":111,"followers":5,"following":0,"created_at":"2022-11-03T11:52:11.766Z","updated_at":"2024-03-26T08:51:42.772Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/expfactory","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/expfactory/repositories"},"tags":[{"name":"3.2.13","sha":"c2f711c0b3a299e6cd76b43b5bd0cd249f50773c","kind":"commit","published_at":"2022-09-27T00:51:30.000Z","download_url":"https://codeload.github.com/expfactory/expfactory/tar.gz/3.2.13","html_url":"https://github.com/expfactory/expfactory/releases/tag/3.2.13","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/expfactory/expfactory@3.2.13","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags/3.2.13","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags/3.2.13/manifests"},{"name":"v3.1","sha":"daf9aa4fc9b0f0b2f22c8067d4822b25cfc5f2b9","kind":"commit","published_at":"2017-12-16T15:51:47.000Z","download_url":"https://codeload.github.com/expfactory/expfactory/tar.gz/v3.1","html_url":"https://github.com/expfactory/expfactory/releases/tag/v3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/expfactory/expfactory@v3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags/v3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags/v3.1/manifests"},{"name":"v3.0","sha":"81dfeca96b6fea60d2cba0d7937859c4cdbbc722","kind":"commit","published_at":"2017-11-19T20:01:03.000Z","download_url":"https://codeload.github.com/expfactory/expfactory/tar.gz/v3.0","html_url":"https://github.com/expfactory/expfactory/releases/tag/v3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/expfactory/expfactory@v3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags/v3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/tags/v3.0/manifests"}]},"repo_metadata_updated_at":"2025-08-30T21:10:19.248Z","dependent_packages_count":0,"downloads":77,"downloads_period":"last-month","dependent_repos_count":3,"rankings":{"downloads":12.586691427038401,"dependent_repos_count":8.945344680300531,"dependent_packages_count":10.117827917587048,"stargazers_count":11.072386569009797,"forks_count":9.11477605437932,"docker_downloads_count":1.5163619486734685,"average":8.892231432831428},"purl":"pkg:pypi/expfactory","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/expfactory","docker_dependents_count":3,"docker_downloads_count":1622,"usage_url":"https://repos.ecosyste.ms/usage/pypi/expfactory","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/expfactory/dependencies","status":null,"funding_links":["https://github.com/sponsors/vsoch"],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-30T21:02:19.786Z","issues_count":59,"pull_requests_count":48,"avg_time_to_close_issue":26534757.692307692,"avg_time_to_close_pull_request":10156358.19047619,"issues_closed_count":39,"pull_requests_closed_count":42,"pull_request_authors_count":6,"issue_authors_count":20,"avg_comments_per_issue":6.1525423728813555,"avg_comments_per_pull_request":2.1666666666666665,"merged_pull_requests_count":33,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":9.0,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/issues","maintainers":[{"login":"vsoch","count":41,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/vsoch"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/expfactory/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/expfactory/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/expfactory/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/expfactory/related_packages","maintainers":[{"uuid":"vsochat","login":"vsochat","name":null,"email":null,"url":null,"packages_count":118,"html_url":"https://pypi.org/user/vsochat/","role":null,"created_at":"2023-01-21T11:02:14.781Z","updated_at":"2023-01-21T11:02:14.781Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/vsochat/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724747,"maintainers_count":308195,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":576155,"full_name":"expfactory/expfactory","default_branch":"master","committers":[{"name":"vsoch","email":"vsochat@stanford.edu","login":"vsoch","count":490},{"name":"earcanal","email":"paul@miraclefish.com","login":"earcanal","count":25},{"name":"Thomas J. Leeper","email":"thosjleeper@gmail.com","login":"leeper","count":1},{"name":"tylerburleigh","email":"tburleig@uoguelph.ca","login":null,"count":1}],"total_commits":517,"total_committers":4,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":129.25,"dds":0.0522243713733076,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-08-07T08:17:11.312Z","last_synced_commit":"885b54583b696762782c7580c7d9ceed40278938","created_at":"2023-03-09T05:38:29.169Z","updated_at":"2025-08-07T08:17:12.972Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-22T00:00:16.844Z","repositories_count":5479765,"commits_count":853308191,"contributors_count":31095157,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"expfactory/expfactory","html_url":"https://github.com/expfactory/expfactory","last_synced_at":"2025-08-31T21:36:20.199Z","status":"error","issues_count":59,"pull_requests_count":48,"avg_time_to_close_issue":26534757.692307692,"avg_time_to_close_pull_request":10156358.19047619,"issues_closed_count":39,"pull_requests_closed_count":42,"pull_request_authors_count":6,"issue_authors_count":20,"avg_comments_per_issue":6.1525423728813555,"avg_comments_per_pull_request":2.1666666666666665,"merged_pull_requests_count":33,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":9.0,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-14T13:45:59.324Z","updated_at":"2025-09-03T02:28:49.560Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/expfactory%2Fexpfactory/issues","issue_labels_count":{"enhancement":2,"question":1},"pull_request_labels_count":{"hacktoberfest-accepted":2,"wontfix":1},"issue_author_associations_count":{"NONE":40,"MEMBER":13,"CONTRIBUTOR":6},"pull_request_author_associations_count":{"MEMBER":28,"CONTRIBUTOR":12,"NONE":9},"issue_authors":{"vsoch":13,"AlvaroAguilera":11,"danieljwilson":8,"earcanal":6,"tylerburleigh":4,"tfeige91":2,"SaschaFroelich":2,"SSchwoebel":1,"OscarKjell":1,"mz973":1,"SIHranova":1,"yarikoptic":1,"emmjayya":1,"davidjohnbaker1":1,"jlhanson5":1,"NicoBiagi":1,"gdeuring":1,"maranut":1,"JuneOh710":1,"orko19":1},"pull_request_authors":{"vsoch":28,"earcanal":12,"AlvaroAguilera":4,"tylerburleigh":3,"YanivD":1,"yarikoptic":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10070501,"issues_count":31240645,"pull_requests_count":95394471,"authors_count":10689216,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":1},"past_year_pull_request_author_associations_count":{"NONE":1},"past_year_issue_authors":{"AlvaroAguilera":1},"past_year_pull_request_authors":{"AlvaroAguilera":1},"maintainers":[{"login":"vsoch","count":41,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/vsoch"}],"active_maintainers":[]},"events":{"total":{"IssuesEvent":1,"WatchEvent":2,"IssueCommentEvent":8,"PullRequestEvent":2},"last_year":{"IssuesEvent":1,"WatchEvent":2,"IssueCommentEvent":8,"PullRequestEvent":2}},"keywords":["battery","container","experiment-factory","experiments","expfactory","psychology","reproducible","singularity"],"dependencies":[],"score":13.01785583119794,"created_at":"2025-09-04T09:18:07.867Z","updated_at":"2025-10-07T08:04:43.011Z","avatar_url":"https://github.com/expfactory.png","language":"Python","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":77,"funding_links":["https://github.com/sponsors/vsoch"],"readme_doi_urls":["https://doi.org/10.21105/joss.00521"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/2915","html_url":"https://science.ecosyste.ms/projects/2915","bibtex_url":"https://science.ecosyste.ms/projects/2915/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/2915/export.apalike"}