Last modified by ingrreit on 2023/09/27 16:42
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2 This assessment highlights the ways in which EBRAINS fulfills the 17 [[FAIRsFAIR Data Object Assessment Metrics>>https://zenodo.org/record/6461229]] for sharing datasets.
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6 Please also see our [[video >>doc:Video]]higlighting how EBRAINS datasets are Findable, Accessible, Interoperable and Reusable in the EBRAINS Knowledge Graph.
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9 |(% 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" %)
10 |(% style="width:365px" %)(((
11 (% style="line-height:1.38; text-align:justify" %)
12 (% 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**
13 )))|(% style="width:308px" %)(((
14 (% style="line-height:1.38; text-align:justify" %)
15 (% 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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17 |(% style="width:365px" %)(((
18 (% style="line-height:1.38; text-align:justify" %)
19 (% 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**
20 )))|(% style="width:308px" %)(((
21 (% style="line-height:1.38; text-align:justify" %)
22 (% 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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24 |(% style="width:365px" %)(((
25 (% style="line-height:1.38; text-align:justify" %)
26 (% 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 **
27 )))|(% style="width:308px" %)(((
28 (% style="line-height:1.38; text-align:justify" %)
29 (% 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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31 |(% style="width:365px" %)(((
32 (% style="line-height:1.38; text-align:justify" %)
33 (% 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. **
34 )))|(% style="width:308px" %)(((
35 (% style="line-height:1.38; text-align:justify" %)
36 (% 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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38 |(% 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" %)
39 |(% style="width:365px" %)(((
40 (% style="line-height:1.38; text-align:justify" %)
41 (% 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. **
42 )))|(% style="width:308px" %)(((
43 (% style="line-height:1.38; text-align:justify" %)
44 (% 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.
45 )))
46 |(% style="width:365px" %)(((
47 (% style="line-height:1.38; text-align:justify" %)
48 (% 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**
49 )))|(% style="width:308px" %)(((
50 (% style="line-height:1.38; text-align:justify" %)
51 (% 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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53 |(% style="width:365px" %)(((
54 (% style="line-height:1.38; text-align:justify" %)
55 (% 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 **
56 )))|(% style="width:308px" %)(((
57 (% style="line-height:1.38; text-align:justify" %)
58 (% 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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60 |(% style="width:365px" %)(((
61 (% style="line-height:1.38; text-align:justify" %)
62 (% 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. **
63 )))|(% style="width:308px" %)(((
64 (% style="line-height:1.38; text-align:justify" %)
65 (% 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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67 |(% 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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69 (% style="line-height:1.38; text-align:justify" %)
70 (% 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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75 (% style="line-height:1.38; text-align:justify" %)
76 (% 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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78 |(% style="width:365px" %)(((
79 (% style="line-height:1.38; text-align:justify" %)
80 (% 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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84 )))|(% style="width:308px" %)(((
85 (% style="line-height:1.38; text-align:justify" %)
86 (% 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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88 |(% style="width:365px" %)(((
89 (% style="line-height:1.38; text-align:justify" %)
90 (% 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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94 )))|(% style="width:308px" %)(((
95 (% style="line-height:1.38; text-align:justify" %)
96 (% 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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98 |(% 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" %)
99 |(% style="width:365px" %)(((
100 (% style="line-height:1.38; text-align:justify" %)
101 (% 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. **
102 )))|(% style="width:308px" %)(((
103 (% style="line-height:1.38; text-align:justify" %)
104 (% 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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106 |(% style="width:365px" %)(((
107 (% style="line-height:1.38; text-align:justify" %)
108 (% 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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110 (% style="line-height:1.38; text-align:justify" %)
111 (% 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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113 |(% style="width:365px" %)(((
114 (% style="line-height:1.38; text-align:justify" %)
115 (% 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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119 )))|(% style="width:308px" %)(((
120 (% style="line-height:1.38; text-align:justify" %)
121 (% 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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123 |(% style="width:365px" %)(((
124 (% style="line-height:1.38; text-align:justify" %)
125 (% 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. **
126 )))|(% style="width:308px" %)(((
127 (% style="line-height:1.38; text-align:justify" %)
128 (% 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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130 |(% style="width:365px" %)(((
131 (% style="line-height:1.38; text-align:justify" %)
132 (% 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. **
133 )))|(% style="width:308px" %)(((
134 (% style="line-height:1.38; text-align:justify" %)
135 (% 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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