From b30ceb1349ef58b18eea29372a5ddfa3ad7230a2 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Wed, 20 Nov 2024 17:16:51 -0500 Subject: [PATCH 1/7] Add page discussing DOI generation placeholder link to data policy page at top level --- ...blication-Options-Comparative-Overview.pdf | Bin 0 -> 52068 bytes docs/wiki-guide/doi-generation.md | 77 ++++++++++++++++++ .../doi-generation/Zenodo_sample_record.png | Bin 0 -> 260167 bytes .../enabled_repos+intstructions.png | Bin 0 -> 179004 bytes mkdocs.yaml | 4 +- 5 files changed, 80 insertions(+), 1 deletion(-) create mode 100644 docs/pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf create mode 100644 docs/wiki-guide/doi-generation.md create mode 100644 docs/wiki-guide/images/doi-generation/Zenodo_sample_record.png create mode 100644 docs/wiki-guide/images/doi-generation/enabled_repos+intstructions.png diff --git a/docs/pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf 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However, they are also invaluable for proper citation of code, models and data. One may think of this in the manner they are treated on arXiv, where there is the "cite as" or "for this version" (with the "v#" a the end) option when citing a preprint. + +## What is a DOI? + +A DOI (Digital Object Identifier) is a _persistent_ (permanent) digital identifier for any object (data, model, code, etc.) that _uniquely_ distinguishes it from other objects and links to information (or metadata) about the object. See the doi Foundation's [What is a DOI](https://www.doi.org/the-identifier/what-is-a-doi/) for more information. + + +## How do you generate a DOI? + +When publishing code, data, or models, there are various options for DOI generation, and selecting one is generally dependent on where the object of interest is published. We will go over the two standard methods used by the Institute here, and mention a third option for completeness. A comparison of these three options is provided in the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf). + + +### 1. Generate a DOI on Hugging Face + +This is the simplest method for generating a DOI for a model or dataset since [Hugging Face partnered with DataCite to offer this option](https://huggingface.co/blog/introducing-doi). + +!!! warning "Warning" + Though it is a very simple process, it is not one to be taken lightly, as there is no removing data once this has been done--any changes require generation of a ***new*** DOI for the updated version: the old version will be maintained in perpetuity! + +!!! warning "Warning" + As stated in the [Imageomics Data Policy](../Data-Policy.md), DOIs are not to be generated for Imageomics Organization Repositories until approval has been granted by the Senior Data Scientist or Institute Leadership. + +Hugging Face allows for the generation of a DOI through the settings tab on the Model or Dataset. For details on _how_ to generate a DOI with Hugging Face, please see the [Hugging Face DOI Documentation](https://huggingface.co/docs/hub/doi). + + +### 2. Generate a DOI with Zenodo + +This is the most common method used for generating a DOI for a GitHub repository since [Zenodo](https://zenodo.org/) has a [GitHub integration](https://zenodo.org/account/settings/github/), which is accessed through your Zenodo account settings (for more information, please see GitHub's associated [Docs](https://docs.github.com/articles/referencing-and-citing-content)). Zenodo can also be used to generate DOIs for data, as is relatively common in biology. However, for direct-use of ML models and datasets, there are many more advantages to using Hugging Face; please see the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information.* + +#### Automatic Generation + +When your GitHub and Zenodo accounts are linked, there will be a list of available repositories under the GitHub tab in settings. All that are enabled are grouped at the top (just below the instructions). If a repository is enabled (the switch is on), then on your next GitHub release a DOI (or updated DOI) will be generated. Click on the DOI badge next to the repository to get the code to add the badge to your repository README. Clicking on the repository name will take you to information about that repository's releases. + +![Zenodo instructions and enabled repos](images/doi-generation/enabled_repos+intstructions.png){ loading=lazy, width="800" } + +There is a "Sync now" button at the top right of the instructions, with information on when the last sync occurred. Observe that a badge appears for the enabled repository that _has_ a DOI, while the one without just shows up as enabled; this will also be true for repositories to which you have access but that you did not submit to Zenodo yourself. + +#### Metadata Tracking + +When automatically generating a DOI with Zenodo, it uses information provided in your `CITATION.cff` file to populate the metadata for the record. However, there is important information that is not supported through this integration despite its inclusion in the `CITATION.cff` format in some cases. + +If your repository is likely to be updated repeatedly (i.e., generating new releases), then you may consider adding a `.zenodo.json` to preserve the remaining metadata on release sync with Zenodo for DOI. This metadata includes grant (funding) information, references (which may be included in your `CITATION.cff`), and a description of your repository/code. + +A `.zenodo.json` can be created by applying [cffconvert](https://github.com/citation-file-format/cffconvert) to your `CITATION.cff` (without the references, as these are not supported). Then add the references and other metadata back in to the JSON (following the [Zenodo dev guide](https://developers.zenodo.org/#representation)). An example of this is the [Andromeda Zenodo JSON](https://github.com/Imageomics/Andromeda/blob/main/.zenodo.json), which was created in [this PR](https://github.com/Imageomics/Andromeda/pull/109). +The `publication_date` and `version` will need to be updated along with the `CITATION.cff` for each release. + +_Alternatively_, this information can be updated manually on the Zenodo page for the DOI record. When logged in to Zenodo, a large orange "Edit" button will appear in the top right (as in the image below). There is the ability to save as you go (without publishing the metadata changes) and an additional option to share a link with collaborators to view the suggested record information. + +![Zenodo sample record when logged in (Andromeda)](images/doi-generation/Zenodo_sample_record.png){ loading=lazy, width="800" } +/// caption +/// + +!!! note "Note" + Each collaborator who should have access to the Zenodo record must be manually granted access through their Zenodo account. This can be done by clicking on the "Share" button and selecting "Add people" at the pop-up screen. + + It is ***highly*** recommended that at least one other person on a project has access at the "manage" level. + +#### Manual Generation + +Building on the alternate edit options, there is also the option to simply generate one or all of your releases through a direct upload to Zenodo's site. Mixing the two methods is not advisable and may require reaching out to Zenodo to have them manually re-aligned to each other. Automatic generation through the GitHub integration is the recommended approach since it will generate an updated DOI on each release and create easier connections. + +#### Access Management + +When creating a new record on Zenodo, please ensure that other members of your project have access, as appropriate. In particular, there should be at least one member of Institute leadership or the Senior Data Scientist added to the record with management permissions. This ensures the ability to maintain the metadata and address matters related to the record (which may extend beyond your tenure with the Institute) in a timely manner. + + +### 3. Generate a DOI with Dryad + +[Dryad](https://datadryad.org/stash/about) is another research data repository (similar to Zenodo) through which one can archive their research data and obtain a DOI. It has a review process when depositing data and requires dedication to the public domain (CC0) of all data uploaded. There are additional considerations factoring into our decision not to recommend Dryad for generating DOIs for Institute products. Please see the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information.* + +
+
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eda32f5..11819e9 100644 --- a/docs/wiki-guide/doi-generation.md +++ b/docs/wiki-guide/doi-generation.md @@ -1,7 +1,7 @@ # DOI Generation This guide discusses DOI generation for digital artifacts that may be associated with publications, such as datasets, models, and software. -You are likely familiar with DOIs from citing (journal/arXiv/conference) papers, as they are generated by the publisher in these instances and regularly used in citations. However, they are also invaluable for proper citation of code, models and data. One may think of this in the manner they are treated on arXiv, where there is the "cite as" or "for this version" (with the "v#" a the end) option when citing a preprint. +You are likely familiar with DOIs from citing (journal/arXiv/conference) papers, for which they are generated by the publisher and regularly used in citations. However, they are also invaluable for proper citation of code, models and data. One may think of this in the manner they are treated on arXiv, where there is the "cite as" or "for this version" (with the "v#" at the end) option when citing a preprint. ## What is a DOI? @@ -28,11 +28,11 @@ Hugging Face allows for the generation of a DOI through the settings tab on the ### 2. Generate a DOI with Zenodo -This is the most common method used for generating a DOI for a GitHub repository since [Zenodo](https://zenodo.org/) has a [GitHub integration](https://zenodo.org/account/settings/github/), which is accessed through your Zenodo account settings (for more information, please see GitHub's associated [Docs](https://docs.github.com/articles/referencing-and-citing-content)). Zenodo can also be used to generate DOIs for data, as is relatively common in biology. However, for direct-use of ML models and datasets, there are many more advantages to using Hugging Face; please see the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information.* +This is the most common method used for generating a DOI for a GitHub repository, because [Zenodo](https://zenodo.org/) has a [GitHub integration](https://zenodo.org/account/settings/github/), which is accessed through your Zenodo account settings (for more information, please see [GitHub's associated Docs](https://docs.github.com/articles/referencing-and-citing-content)). Zenodo can also be used to generate DOIs for data, as is relatively common in biology. However, for direct use of ML models and datasets, there are many more advantages to using Hugging Face; please see the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information.* #### Automatic Generation -When your GitHub and Zenodo accounts are linked, there will be a list of available repositories under the GitHub tab in settings. All that are enabled are grouped at the top (just below the instructions). If a repository is enabled (the switch is on), then on your next GitHub release a DOI (or updated DOI) will be generated. Click on the DOI badge next to the repository to get the code to add the badge to your repository README. Clicking on the repository name will take you to information about that repository's releases. +When your GitHub and Zenodo accounts are linked, there will be a list of available repositories under the GitHub tab (at Zenodo) in settings. All those that are enabled are grouped at the top (just below the instructions). If a repository is enabled (the switch is on), then on your next GitHub release, a snapshot of the repository with a DOI (or updated DOI) will be generated. Click on the DOI badge next to the repository to get the code to add the badge to your repository README. Clicking on the repository name will take you to information about that repository's releases. ![Zenodo instructions and enabled repos](images/doi-generation/enabled_repos+intstructions.png){ loading=lazy, width="800" } @@ -69,7 +69,7 @@ When creating a new record on Zenodo, please ensure that other members of your p ### 3. Generate a DOI with Dryad -[Dryad](https://datadryad.org/stash/about) is another research data repository (similar to Zenodo) through which one can archive their research data and obtain a DOI. It has a review process when depositing data and requires dedication to the public domain (CC0) of all data uploaded. There are additional considerations factoring into our decision not to recommend Dryad for generating DOIs for Institute products. Please see the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information.* +[Dryad](https://datadryad.org/stash/about) is another research data repository (similar to Zenodo) through which one can archive digital objects (such as, but not limited to, data) supporting scholarly publications, and obtain a DOI. It has a review process when depositing data and requires dedication to the public domain (CC0) of all digital objects uploaded. Imageomics through OSU is a member organization of Dryad, reducing or eliminating data deposit charge(s). To determine whether Dryad is a suitable archive for Institute data products supporting your publication, please consider the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information, and consult with the Institute's Senior Data Scientist.*

From 1053c7ba0a38fd47b94f27bc583acb055364b58a Mon Sep 17 00:00:00 2001 From: egrace479 Date: Fri, 22 Nov 2024 13:02:37 -0500 Subject: [PATCH 3/7] Streamline some descriptions with removal of parentheses --- docs/wiki-guide/doi-generation.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/wiki-guide/doi-generation.md b/docs/wiki-guide/doi-generation.md index 11819e9..5d5d1dd 100644 --- a/docs/wiki-guide/doi-generation.md +++ b/docs/wiki-guide/doi-generation.md @@ -5,7 +5,7 @@ You are likely familiar with DOIs from citing (journal/arXiv/conference) papers, ## What is a DOI? -A DOI (Digital Object Identifier) is a _persistent_ (permanent) digital identifier for any object (data, model, code, etc.) that _uniquely_ distinguishes it from other objects and links to information (or metadata) about the object. See the doi Foundation's [What is a DOI](https://www.doi.org/the-identifier/what-is-a-doi/) for more information. +A DOI (Digital Object Identifier) is a _persistent_ (permanent) digital identifier for any object (data, model, code, etc.) that _uniquely_ distinguishes it from other objects and links to information—metadata—about the object. See the doi Foundation's [What is a DOI](https://www.doi.org/the-identifier/what-is-a-doi/) for more information. ## How do you generate a DOI? @@ -32,7 +32,7 @@ This is the most common method used for generating a DOI for a GitHub repository #### Automatic Generation -When your GitHub and Zenodo accounts are linked, there will be a list of available repositories under the GitHub tab (at Zenodo) in settings. All those that are enabled are grouped at the top (just below the instructions). If a repository is enabled (the switch is on), then on your next GitHub release, a snapshot of the repository with a DOI (or updated DOI) will be generated. Click on the DOI badge next to the repository to get the code to add the badge to your repository README. Clicking on the repository name will take you to information about that repository's releases. +When your GitHub and Zenodo accounts are linked, there will be a list of available repositories under the GitHub tab in settings on Zenodo. All those that are enabled are grouped at the top (just below the instructions). If the switch is on to enable a repository, then your next GitHub release will trigger the generation of a repository snapshot with a new or updated DOI. Click on the DOI badge next to the repository to get the code to add the badge to your repository README. Clicking on the repository name will take you to information about that repository's releases. ![Zenodo instructions and enabled repos](images/doi-generation/enabled_repos+intstructions.png){ loading=lazy, width="800" } @@ -69,7 +69,7 @@ When creating a new record on Zenodo, please ensure that other members of your p ### 3. Generate a DOI with Dryad -[Dryad](https://datadryad.org/stash/about) is another research data repository (similar to Zenodo) through which one can archive digital objects (such as, but not limited to, data) supporting scholarly publications, and obtain a DOI. It has a review process when depositing data and requires dedication to the public domain (CC0) of all digital objects uploaded. Imageomics through OSU is a member organization of Dryad, reducing or eliminating data deposit charge(s). To determine whether Dryad is a suitable archive for Institute data products supporting your publication, please consider the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information, and consult with the Institute's Senior Data Scientist.* +[Dryad](https://datadryad.org/stash/about) is another research data repository, similar to Zenodo, through which one can archive digital objects (such as, but not limited to, data) supporting scholarly publications, and obtain a DOI. It has a review process when depositing data and requires dedication to the public domain (CC0) of all digital objects uploaded. Imageomics through OSU is a member organization of Dryad, reducing or eliminating data deposit charge(s). To determine whether Dryad is a suitable archive for Institute data products supporting your publication, please consider the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information, and consult with the Institute's Senior Data Scientist.*

From 2270b05a5e792ef0a3c774dacd2ecfc6ecc90952 Mon Sep 17 00:00:00 2001 From: Elizabeth Campolongo <38985481+egrace479@users.noreply.github.com> Date: Fri, 22 Nov 2024 13:06:41 -0500 Subject: [PATCH 4/7] Add callouts for 'info' and 'example', from code review Co-authored-by: Matt Thompson <31709066+thompsonmj@users.noreply.github.com> --- docs/wiki-guide/doi-generation.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/docs/wiki-guide/doi-generation.md b/docs/wiki-guide/doi-generation.md index 5d5d1dd..91c9ffa 100644 --- a/docs/wiki-guide/doi-generation.md +++ b/docs/wiki-guide/doi-generation.md @@ -10,7 +10,7 @@ A DOI (Digital Object Identifier) is a _persistent_ (permanent) digital identifi ## How do you generate a DOI? -When publishing code, data, or models, there are various options for DOI generation, and selecting one is generally dependent on where the object of interest is published. We will go over the two standard methods used by the Institute here, and mention a third option for completeness. A comparison of these three options is provided in the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf). +When publishing code, data, or models, there are various options for DOI generation, and selecting one is generally dependent on where the object of interest is published. We will go over the two standard methods used by the Institute here, and we mention a third option for completeness. A comparison of these three options is provided in the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf). ### 1. Generate a DOI on Hugging Face @@ -36,7 +36,8 @@ When your GitHub and Zenodo accounts are linked, there will be a list of availab ![Zenodo instructions and enabled repos](images/doi-generation/enabled_repos+intstructions.png){ loading=lazy, width="800" } -There is a "Sync now" button at the top right of the instructions, with information on when the last sync occurred. Observe that a badge appears for the enabled repository that _has_ a DOI, while the one without just shows up as enabled; this will also be true for repositories to which you have access but that you did not submit to Zenodo yourself. +!!! info "The Sync now button" + There is a "Sync now" button at the top right of the instructions, with information on when the last sync occurred. Observe that a badge appears for the enabled repository that _has_ a DOI, while the one without just shows up as enabled; this will also be true for repositories to which you have access but that you did not submit to Zenodo yourself. #### Metadata Tracking @@ -44,7 +45,9 @@ When automatically generating a DOI with Zenodo, it uses information provided in If your repository is likely to be updated repeatedly (i.e., generating new releases), then you may consider adding a `.zenodo.json` to preserve the remaining metadata on release sync with Zenodo for DOI. This metadata includes grant (funding) information, references (which may be included in your `CITATION.cff`), and a description of your repository/code. -A `.zenodo.json` can be created by applying [cffconvert](https://github.com/citation-file-format/cffconvert) to your `CITATION.cff` (without the references, as these are not supported). Then add the references and other metadata back in to the JSON (following the [Zenodo dev guide](https://developers.zenodo.org/#representation)). An example of this is the [Andromeda Zenodo JSON](https://github.com/Imageomics/Andromeda/blob/main/.zenodo.json), which was created in [this PR](https://github.com/Imageomics/Andromeda/pull/109). +A `.zenodo.json` can be created by applying [cffconvert](https://github.com/citation-file-format/cffconvert) to your `CITATION.cff` (without the references, as these are not supported). Then add the references and other metadata back in to the JSON (following the [Zenodo dev guide](https://developers.zenodo.org/#representation)). +!!! example "Example `.zenodo.json`" + An example of this is the [Andromeda Zenodo JSON](https://github.com/Imageomics/Andromeda/blob/main/.zenodo.json), which was created in [this PR](https://github.com/Imageomics/Andromeda/pull/109). The `publication_date` and `version` will need to be updated along with the `CITATION.cff` for each release. _Alternatively_, this information can be updated manually on the Zenodo page for the DOI record. When logged in to Zenodo, a large orange "Edit" button will appear in the top right (as in the image below). There is the ability to save as you go (without publishing the metadata changes) and an additional option to share a link with collaborators to view the suggested record information. From b744800bb3418ca5cba68dd6eba60a3790be9ebe Mon Sep 17 00:00:00 2001 From: egrace479 Date: Fri, 22 Nov 2024 13:14:44 -0500 Subject: [PATCH 5/7] Update description with IDF and arXiv Co-authored-by: Matt Thompson --- docs/wiki-guide/doi-generation.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/wiki-guide/doi-generation.md b/docs/wiki-guide/doi-generation.md index 91c9ffa..a72e277 100644 --- a/docs/wiki-guide/doi-generation.md +++ b/docs/wiki-guide/doi-generation.md @@ -1,11 +1,11 @@ # DOI Generation This guide discusses DOI generation for digital artifacts that may be associated with publications, such as datasets, models, and software. -You are likely familiar with DOIs from citing (journal/arXiv/conference) papers, for which they are generated by the publisher and regularly used in citations. However, they are also invaluable for proper citation of code, models and data. One may think of this in the manner they are treated on arXiv, where there is the "cite as" or "for this version" (with the "v#" at the end) option when citing a preprint. +You are likely familiar with DOIs from citing (journal/arXiv/conference) papers, for which they are generated by the publisher and regularly used in citations. However, they are also invaluable for proper citation of code, models, and data. One may think of this in the manner they are handled on arXiv, where there are options for "Cite as:" or "for this version" (with the "v#" at the end) option when citing a preprint. ## What is a DOI? -A DOI (Digital Object Identifier) is a _persistent_ (permanent) digital identifier for any object (data, model, code, etc.) that _uniquely_ distinguishes it from other objects and links to information—metadata—about the object. See the doi Foundation's [What is a DOI](https://www.doi.org/the-identifier/what-is-a-doi/) for more information. +A DOI (Digital Object Identifier) is a _persistent_ (permanent) digital identifier for any object (data, model, code, etc.) that _uniquely_ distinguishes it from other objects and links to information—metadata—about the object. The International DOI Foundation (IDF) is responsible for developing and administering the DOI system. See their [What is a DOI](https://www.doi.org/the-identifier/what-is-a-doi/) article for more information. ## How do you generate a DOI? From b841b64864091e02d2fb20b93738b671a2c03453 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Fri, 22 Nov 2024 13:17:17 -0500 Subject: [PATCH 6/7] Fix descriptive flow to finish before example callout --- docs/wiki-guide/doi-generation.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/wiki-guide/doi-generation.md b/docs/wiki-guide/doi-generation.md index a72e277..9e0aa56 100644 --- a/docs/wiki-guide/doi-generation.md +++ b/docs/wiki-guide/doi-generation.md @@ -45,10 +45,10 @@ When automatically generating a DOI with Zenodo, it uses information provided in If your repository is likely to be updated repeatedly (i.e., generating new releases), then you may consider adding a `.zenodo.json` to preserve the remaining metadata on release sync with Zenodo for DOI. This metadata includes grant (funding) information, references (which may be included in your `CITATION.cff`), and a description of your repository/code. -A `.zenodo.json` can be created by applying [cffconvert](https://github.com/citation-file-format/cffconvert) to your `CITATION.cff` (without the references, as these are not supported). Then add the references and other metadata back in to the JSON (following the [Zenodo dev guide](https://developers.zenodo.org/#representation)). +A `.zenodo.json` can be created by applying [cffconvert](https://github.com/citation-file-format/cffconvert) to your `CITATION.cff` (without the references, as these are not supported). Then add the references and other metadata back in to the JSON (following the [Zenodo dev guide](https://developers.zenodo.org/#representation)). +The `publication_date` and `version` will need to be updated along with the `CITATION.cff` for each release. !!! example "Example `.zenodo.json`" An example of this is the [Andromeda Zenodo JSON](https://github.com/Imageomics/Andromeda/blob/main/.zenodo.json), which was created in [this PR](https://github.com/Imageomics/Andromeda/pull/109). -The `publication_date` and `version` will need to be updated along with the `CITATION.cff` for each release. _Alternatively_, this information can be updated manually on the Zenodo page for the DOI record. When logged in to Zenodo, a large orange "Edit" button will appear in the top right (as in the image below). There is the ability to save as you go (without publishing the metadata changes) and an additional option to share a link with collaborators to view the suggested record information. From ca5e2a1ea2ce2202c7b8745377c4001e30f42a4b Mon Sep 17 00:00:00 2001 From: Matt Thompson Date: Fri, 22 Nov 2024 13:31:08 -0500 Subject: [PATCH 7/7] Format footnote with extension --- docs/wiki-guide/doi-generation.md | 9 +++------ mkdocs.yaml | 1 + 2 files changed, 4 insertions(+), 6 deletions(-) diff --git a/docs/wiki-guide/doi-generation.md b/docs/wiki-guide/doi-generation.md index 9e0aa56..6923701 100644 --- a/docs/wiki-guide/doi-generation.md +++ b/docs/wiki-guide/doi-generation.md @@ -28,7 +28,8 @@ Hugging Face allows for the generation of a DOI through the settings tab on the ### 2. Generate a DOI with Zenodo -This is the most common method used for generating a DOI for a GitHub repository, because [Zenodo](https://zenodo.org/) has a [GitHub integration](https://zenodo.org/account/settings/github/), which is accessed through your Zenodo account settings (for more information, please see [GitHub's associated Docs](https://docs.github.com/articles/referencing-and-citing-content)). Zenodo can also be used to generate DOIs for data, as is relatively common in biology. However, for direct use of ML models and datasets, there are many more advantages to using Hugging Face; please see the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information.* +This is the most common method used for generating a DOI for a GitHub repository, because [Zenodo](https://zenodo.org/) has a [GitHub integration](https://zenodo.org/account/settings/github/), which is accessed through your Zenodo account settings (for more information, please see [GitHub's associated Docs](https://docs.github.com/articles/referencing-and-citing-content)). Zenodo can also be used to generate DOIs for data, as is relatively common in biology. However, for direct use of ML models and datasets, there are many more advantages to using Hugging Face; please see the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information.[^1] +[^1]: The [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) was created in May 2023 when we were deciding Institute archive recommendations, so it does not include information about newer features such as [Hugging Face's dataset viewer](https://huggingface.co/docs/hub/en/datasets-viewer), which greatly simplifies previewing datasets for downstream users. #### Automatic Generation @@ -72,9 +73,5 @@ When creating a new record on Zenodo, please ensure that other members of your p ### 3. Generate a DOI with Dryad -[Dryad](https://datadryad.org/stash/about) is another research data repository, similar to Zenodo, through which one can archive digital objects (such as, but not limited to, data) supporting scholarly publications, and obtain a DOI. It has a review process when depositing data and requires dedication to the public domain (CC0) of all digital objects uploaded. Imageomics through OSU is a member organization of Dryad, reducing or eliminating data deposit charge(s). To determine whether Dryad is a suitable archive for Institute data products supporting your publication, please consider the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information, and consult with the Institute's Senior Data Scientist.* +[Dryad](https://datadryad.org/stash/about) is another research data repository, similar to Zenodo, through which one can archive digital objects (such as, but not limited to, data) supporting scholarly publications, and obtain a DOI. It has a review process when depositing data and requires dedication to the public domain (CC0) of all digital objects uploaded. Imageomics through OSU is a member organization of Dryad, reducing or eliminating data deposit charge(s). To determine whether Dryad is a suitable archive for Institute data products supporting your publication, please consider the [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) for more information, and consult with the Institute's Senior Data Scientist.[^1] -
-
- -*The [Data Archive Options Comparative Overview](../pdfs/Data_Archive-Publication-Options-Comparative-Overview.pdf) was created in May 2023 when we were deciding Institute archive recommendations, so it does not include information about newer features such as [Hugging Face's dataset viewer](https://huggingface.co/docs/hub/en/datasets-viewer), which greatly simplifies previewing datasets for downstream users. diff --git a/mkdocs.yaml b/mkdocs.yaml index ee09b75..f366fc6 100644 --- a/mkdocs.yaml +++ b/mkdocs.yaml @@ -68,6 +68,7 @@ plugins: markdown_extensions: - admonition - attr_list + - footnotes - md_in_html - pymdownx.betterem - pymdownx.blocks.caption