Changes for page FAIR assessment of EBRAINS datasets
Last modified by ingrreit on 2023/09/27 16:42
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... ... @@ -1,11 +1,12 @@ 1 -(% class="wikigeneratedid" id="H" %) 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. 1 +== == 3 3 3 +(% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)Neuroscientific datasets shared via EBRAINS go through a streamlined curation process, the openneurodata workflow, that ensures relevant annotation of the data using (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__openMINDS__>>url:https://github.com/HumanBrainProject/openMINDS||style="text-decoration:none"]](% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %), a metadata framework and their integration into (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__EBRAINS Knowledge Graph__>>url:https://docs.kg.ebrains.eu/||style="text-decoration:none"]](% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %), a metadata management system. The datasets are Findable and Accessible through (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__Knowledge Graph Search__>>url:https://search.kg.ebrains.eu/?category=Dataset||style="text-decoration:none"]](% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %) as a dataset card that displays information regarding dataset's Interoperability and Reusability. 4 4 5 -(% class="wikigeneratedid" %) 6 -Please also see our [[video >>doc:Video]]higlighting how EBRAINS datasets are Findable, Accessible, Interoperable and Reusable in the EBRAINS Knowledge Graph. 7 7 6 +(% style="line-height:1.38; text-align:justify" %) 7 +(% style="background-color:#ffffff; color:#333333; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)This assessment highlights the ways in which EBRAINS fulfills the 17 core data FAIRness metrics proposed by (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__FAIRsFAIR__>>url:https://zenodo.org/record/6461229||style="text-decoration:none"]](% style="background-color:#ffffff; color:#333333; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %) for sharing datasets. 8 8 9 + 9 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 10 |(% style="width:365px" %)((( 11 11 (% style="line-height:1.38; text-align:justify" %) ... ... @@ -12,127 +12,127 @@ 12 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 13 )))|(% style="width:308px" %)((( 14 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.16 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)Information about access restrictions or rights, such as for sensitive human data, can be identified in the EBRAINS data card. 16 16 ))) 17 17 |(% style="width:365px" %)((( 18 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-02M - Metadata is accessible through a standardized communication protocol** 20 20 )))|(% style="width:308px" %)((( 21 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.23 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)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. 23 23 ))) 24 24 |(% style="width:365px" %)((( 25 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-03D - Data is accessible through a standardized communication protocol ** 27 27 )))|(% style="width:308px" %)((( 28 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.30 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)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. 30 30 ))) 31 31 |(% style="width:365px" %)((( 32 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A2-01M - Metadata remains available, even if the data is no longer available. ** 34 34 )))|(% style="width:308px" %)((( 35 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).37 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)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). 37 37 ))) 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" %)(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**ACCESSIBLE**|(% style="width:308px" %) 39 39 |(% style="width:365px" %)((( 40 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-01M - Metadata contains access level and access conditions of the data. ** 42 42 )))|(% style="width:308px" %)((( 43 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 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)Information about access restrictions or rights, such as for sensitive human data, can be identified in the EBRAINS data card. 45 45 ))) 46 46 |(% style="width:365px" %)((( 47 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-02M - Metadata is accessible through a standardized communication protocol** 49 49 )))|(% style="width:308px" %)((( 50 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.52 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)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. 52 52 ))) 53 53 |(% style="width:365px" %)((( 54 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-03D - Data is accessible through a standardized communication protocol ** 56 56 )))|(% style="width:308px" %)((( 57 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.59 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)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. 59 59 ))) 60 60 |(% style="width:365px" %)((( 61 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A2-01M - Metadata remains available, even if the data is no longer available. ** 63 63 )))|(% style="width:308px" %)((( 64 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).66 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)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). 66 66 ))) 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" %)68 +|(% style="width:365px" %)(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**INTEROPERABLE**|(% style="width:308px" %) 68 68 |(% style="width:365px" %)((( 69 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. **71 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-I1-01M - Metadata is represented using a formal knowledge representation language. ** 71 71 72 72 73 73 74 74 )))|(% style="width:308px" %)((( 75 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.77 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS is an open and structured metadata language suited for neuroscience data structures. openMINDS metadata are defined in JSON and JSON-LD. 77 77 ))) 78 78 |(% style="width:365px" %)((( 79 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. **81 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-I1-02M - Metadata uses semantic resources. ** 81 81 82 82 83 83 84 84 )))|(% style="width:308px" %)((( 85 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" %).87 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS is a metadata framework that integrates community-wide accepted neuroscience ontologies, in close collaboration with the (%%)[[(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(17, 85, 204); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none" %)__Interlex project__>>url:https://neuinfo.org/interlex/dashboard||style="text-decoration:none"]](% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %). 87 87 ))) 88 88 |(% style="width:365px" %)((( 89 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. **91 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-I3-01M -Metadata includes links between the data and its related entities. ** 91 91 92 92 93 93 94 94 )))|(% style="width:308px" %)((( 95 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)97 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS metadata schemas include references to internal (linked types) and external metadata (ontology identifier) through internationalized resource identifiers (IRI) 97 97 ))) 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" %)(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**REUSABLE**|(% style="width:308px" %) 99 99 |(% style="width:365px" %)((( 100 100 (% 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1-01MD - Metadata specifies the content of the data. ** 102 102 )))|(% style="width:308px" %)((( 103 103 (% 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.105 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)The content of the dataset is thoroughly described in the Data records section of the EBRAINS data descriptor, as well as via openMINDS terms. 105 105 ))) 106 106 |(% style="width:365px" %)((( 107 107 (% 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. **109 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.1-01M - Metadata includes license information under which data can be reused. ** 109 109 )))|(% style="width:308px" %)((( 110 110 (% 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.112 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(0, 0, 0); font-weight: 400; font-style: normal; text-decoration: none" %)All datasets have a Creative Commons license that is added as an openMINDS term. 112 112 ))) 113 113 |(% style="width:365px" %)((( 114 114 (% 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. **116 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.2-01M - Metadata includes provenance information about data creation or generation. ** 116 116 117 117 118 118 119 119 )))|(% style="width:308px" %)((( 120 120 (% 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.122 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)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. 122 122 ))) 123 123 |(% style="width:365px" %)((( 124 124 (% 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.3-01M - Metadata follows a standard recommended by the target research community of the data. ** 126 126 )))|(% style="width:308px" %)((( 127 127 (% 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.129 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS is an open and community-driven metadata standard uniting knowledge from a number of research initiatives. 129 129 ))) 130 130 |(% style="width:365px" %)((( 131 131 (% 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="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.3-02D - Data is available in a file format recommended by the target research community. ** 133 133 )))|(% style="width:308px" %)((( 134 134 (% 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.136 +(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)EBRAINS recommends data providers share data in open file formats. But, proprietary file formats are also accepted when necessary. 136 136 ))) 137 137 138 138