Wiki source code of FAIR assessment of EBRAINS datasets
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3.1 | 1 | (% class="wikigeneratedid" id="H" %) |
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5.1 | 2 | This assessment highlights the ways in which EBRAINS fulfills the 17 core data [[FAIRness metrics as proposed by FAIRsFAIR>>https://zenodo.org/record/6461229]] for sharing datasets. |
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5 | |(% style="width:365px" %)(% style="color:#000000; font-family:Arial,sans-serif; font-size:11pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FINDABLE**|(% style="width:308px" %) | ||
6 | |(% style="width:365px" %)((( | ||
7 | (% style="line-height:1.38; text-align:justify" %) | ||
8 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-F1-01D - Data is assigned a globally unique identifier** | ||
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2.1 | 9 | )))|(% style="width:308px" %)((( |
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1.1 | 10 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 11 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)Information about access restrictions or rights, such as for sensitive human data, can be identified in the EBRAINS data card. |
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1.1 | 12 | ))) |
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2.1 | 13 | |(% style="width:365px" %)((( |
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1.1 | 14 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 15 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-A1-02M - Metadata is accessible through a standardized communication protocol** |
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2.1 | 16 | )))|(% style="width:308px" %)((( |
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1.1 | 17 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 18 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. |
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1.1 | 19 | ))) |
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2.1 | 20 | |(% style="width:365px" %)((( |
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1.1 | 21 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 22 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-A1-03D - Data is accessible through a standardized communication protocol ** |
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2.1 | 23 | )))|(% style="width:308px" %)((( |
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1.1 | 24 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 25 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. |
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1.1 | 26 | ))) |
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2.1 | 27 | |(% style="width:365px" %)((( |
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1.1 | 28 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 29 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-A2-01M - Metadata remains available, even if the data is no longer available. ** |
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2.1 | 30 | )))|(% style="width:308px" %)((( |
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1.1 | 31 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 32 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)Metadata includes a resolvable link to data based on the https protocol. If this link is broken, the metadata will still be available (as ensured in the EBRAINS policies). |
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1.1 | 33 | ))) |
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3.1 | 34 | |(% style="width:365px" %)(% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:11pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**ACCESSIBLE**|(% style="width:308px" %) |
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2.1 | 35 | |(% style="width:365px" %)((( |
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1.1 | 36 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 37 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-A1-01M - Metadata contains access level and access conditions of the data. ** |
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2.1 | 38 | )))|(% style="width:308px" %)((( |
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1.1 | 39 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 40 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)Information about access restrictions or rights, such as for sensitive human data, can be identified in the EBRAINS data card. |
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1.1 | 41 | ))) |
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2.1 | 42 | |(% style="width:365px" %)((( |
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1.1 | 43 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 44 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-A1-02M - Metadata is accessible through a standardized communication protocol** |
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2.1 | 45 | )))|(% style="width:308px" %)((( |
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1.1 | 46 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 47 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. |
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2.1 | 49 | |(% style="width:365px" %)((( |
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1.1 | 50 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 51 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-A1-03D - Data is accessible through a standardized communication protocol ** |
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2.1 | 52 | )))|(% style="width:308px" %)((( |
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1.1 | 53 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 54 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. |
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1.1 | 55 | ))) |
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2.1 | 56 | |(% style="width:365px" %)((( |
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1.1 | 57 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 58 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-A2-01M - Metadata remains available, even if the data is no longer available. ** |
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2.1 | 59 | )))|(% style="width:308px" %)((( |
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1.1 | 60 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 61 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)Metadata includes a resolvable link to data based on the https protocol. If this link is broken, the metadata will still be available (as ensured in the EBRAINS policies). |
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3.1 | 63 | |(% style="width:365px" %)(% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:11pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**INTEROPERABLE**|(% style="width:308px" %) |
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2.1 | 64 | |(% style="width:365px" %)((( |
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1.1 | 65 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 66 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-I1-01M - Metadata is represented using a formal knowledge representation language. ** |
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1.1 | 71 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 72 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)openMINDS is an open and structured metadata language suited for neuroscience data structures. openMINDS metadata are defined in JSON and JSON-LD. |
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2.1 | 74 | |(% style="width:365px" %)((( |
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1.1 | 75 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 76 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-I1-02M - Metadata uses semantic resources. ** |
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2.1 | 80 | )))|(% style="width:308px" %)((( |
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1.1 | 81 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 82 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)openMINDS is a metadata framework that integrates community-wide accepted neuroscience ontologies, in close collaboration with the (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__Interlex project__>>url:https://neuinfo.org/interlex/dashboard||style="text-decoration:none"]](% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %). |
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1.1 | 83 | ))) |
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2.1 | 84 | |(% style="width:365px" %)((( |
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1.1 | 85 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 86 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-I3-01M -Metadata includes links between the data and its related entities. ** |
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2.1 | 90 | )))|(% style="width:308px" %)((( |
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1.1 | 91 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 92 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)openMINDS metadata schemas include references to internal (linked types) and external metadata (ontology identifier) through internationalized resource identifiers (IRI) |
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3.1 | 94 | |(% style="width:365px" %)(% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:11pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**REUSABLE**|(% style="width:308px" %) |
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96 | (% style="line-height:1.38; text-align:justify" %) | ||
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3.1 | 97 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-R1-01MD - Metadata specifies the content of the data. ** |
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99 | (% style="line-height:1.38; text-align:justify" %) | ||
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3.1 | 100 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)The content of the dataset is thoroughly described in the Data records section of the EBRAINS data descriptor, as well as via openMINDS terms. |
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103 | (% style="line-height:1.38; text-align:justify" %) | ||
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3.1 | 104 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-R1.1-01M - Metadata includes license information under which data can be reused. ** |
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1.1 | 106 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 107 | (% style="color:#000000; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)All datasets have a Creative Commons license that is added as an openMINDS term. |
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2.1 | 109 | |(% style="width:365px" %)((( |
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1.1 | 110 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 111 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-R1.2-01M - Metadata includes provenance information about data creation or generation. ** |
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2.1 | 115 | )))|(% style="width:308px" %)((( |
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1.1 | 116 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 117 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)A minimum level of data provenance must be described in the Methods section of the EBRAINS Data descriptor. Data provenance can also be captured in machine-readable metadata as openMINDS protocols and protocol executions, or other modality-specific schemas. |
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2.1 | 119 | |(% style="width:365px" %)((( |
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1.1 | 120 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 121 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-R1.3-01M - Metadata follows a standard recommended by the target research community of the data. ** |
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1.1 | 123 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 124 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)openMINDS is an open and community-driven metadata standard uniting knowledge from a number of research initiatives. |
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1.1 | 127 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 128 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-R1.3-02D - Data is available in a file format recommended by the target research community. ** |
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1.1 | 130 | (% style="line-height:1.38; text-align:justify" %) |
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3.1 | 131 | (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)EBRAINS recommends data providers share data in open file formats. But, proprietary file formats are also accepted when necessary. |
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