Changes for page FAIR assessment of EBRAINS datasets
Last modified by ingrreit on 2023/09/27 16:42
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... ... @@ -1,7 +1,12 @@ 1 -(% class="wikigeneratedid" id="H" %) 2 -This assessment highlights the ways in which EBRAINS fulfills the 17 core data FAIRness metrics proposed by [[FAIRsFAIR>>url: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 + 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 + 9 + 5 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 6 |(% style="width:365px" %)((( 7 7 (% style="line-height:1.38; text-align:justify" %) ... ... @@ -8,127 +8,127 @@ 8 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** 9 9 )))|(% style="width:308px" %)((( 10 10 (% style="line-height:1.38; text-align:justify" %) 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.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. 12 12 ))) 13 13 |(% style="width:365px" %)((( 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: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** 16 16 )))|(% style="width:308px" %)((( 17 17 (% style="line-height:1.38; text-align:justify" %) 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.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. 19 19 ))) 20 20 |(% style="width:365px" %)((( 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: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 ** 23 23 )))|(% style="width:308px" %)((( 24 24 (% style="line-height:1.38; text-align:justify" %) 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.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. 26 26 ))) 27 27 |(% style="width:365px" %)((( 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: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. ** 30 30 )))|(% style="width:308px" %)((( 31 31 (% style="line-height:1.38; text-align:justify" %) 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).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). 33 33 ))) 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" %)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" %) 35 35 |(% style="width:365px" %)((( 36 36 (% style="line-height:1.38; text-align:justify" %) 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. **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. ** 38 38 )))|(% style="width:308px" %)((( 39 39 (% style="line-height:1.38; text-align:justify" %) 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.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. 41 41 ))) 42 42 |(% style="width:365px" %)((( 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: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** 45 45 )))|(% style="width:308px" %)((( 46 46 (% style="line-height:1.38; text-align:justify" %) 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.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. 48 48 ))) 49 49 |(% style="width:365px" %)((( 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: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 ** 52 52 )))|(% style="width:308px" %)((( 53 53 (% style="line-height:1.38; text-align:justify" %) 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.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. 55 55 ))) 56 56 |(% style="width:365px" %)((( 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: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. ** 59 59 )))|(% style="width:308px" %)((( 60 60 (% style="line-height:1.38; text-align:justify" %) 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).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). 62 62 ))) 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" %)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" %) 64 64 |(% style="width:365px" %)((( 65 65 (% style="line-height:1.38; text-align:justify" %) 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. **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. ** 67 67 68 68 69 69 70 70 )))|(% style="width:308px" %)((( 71 71 (% style="line-height:1.38; text-align:justify" %) 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.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. 73 73 ))) 74 74 |(% style="width:365px" %)((( 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: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. ** 77 77 78 78 79 79 80 80 )))|(% style="width:308px" %)((( 81 81 (% style="line-height:1.38; text-align:justify" %) 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" %).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" %). 83 83 ))) 84 84 |(% style="width:365px" %)((( 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: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. ** 87 87 88 88 89 89 90 90 )))|(% style="width:308px" %)((( 91 91 (% style="line-height:1.38; text-align:justify" %) 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)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) 93 93 ))) 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" %)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" %) 95 95 |(% style="width:365px" %)((( 96 96 (% style="line-height:1.38; text-align:justify" %) 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. **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. ** 98 98 )))|(% style="width:308px" %)((( 99 99 (% style="line-height:1.38; text-align:justify" %) 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.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. 101 101 ))) 102 102 |(% style="width:365px" %)((( 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: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. ** 105 105 )))|(% style="width:308px" %)((( 106 106 (% style="line-height:1.38; text-align:justify" %) 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.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. 108 108 ))) 109 109 |(% style="width:365px" %)((( 110 110 (% style="line-height:1.38; text-align:justify" %) 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. **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. ** 112 112 113 113 114 114 115 115 )))|(% style="width:308px" %)((( 116 116 (% style="line-height:1.38; text-align:justify" %) 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.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. 118 118 ))) 119 119 |(% style="width:365px" %)((( 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: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. ** 122 122 )))|(% style="width:308px" %)((( 123 123 (% style="line-height:1.38; text-align:justify" %) 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.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. 125 125 ))) 126 126 |(% style="width:365px" %)((( 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: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. ** 129 129 )))|(% style="width:308px" %)((( 130 130 (% style="line-height:1.38; text-align:justify" %) 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.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. 132 132 ))) 133 133 134 134