Changes for page FAIR assessment of EBRAINS datasets
Last modified by ingrreit on 2023/09/27 16:42
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... ... @@ -1,222 +1,138 @@ 1 -== == 1 +(% class="wikigeneratedid" id="H" %) 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. 2 2 3 -==== Or code ==== 4 4 5 -Code blocks can be added by using the code macro: 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. 6 6 7 -{{code language="python"}} 8 -x = 1 9 -if x == 1: 10 - # indented four spaces 11 - print("x is 1.") 12 -{{/code}} 13 13 14 - 15 -(% 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. 16 - 17 - 18 -(% style="line-height:1.38; text-align:justify" %) 19 -(% 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. 20 - 21 - 22 22 |(% 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" %) 23 23 |(% style="width:365px" %)((( 24 24 (% style="line-height:1.38; text-align:justify" %) 25 25 (% 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** 26 -)))|(% style="width:308px" %) 13 +)))|(% style="width:308px" %)((( 27 27 (% style="line-height:1.38; text-align:justify" %) 28 -(% 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. 29 - 30 - 31 - 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. 32 32 ))) 33 -|(% style="width:365px" %) 17 +|(% style="width:365px" %)((( 34 34 (% style="line-height:1.38; text-align:justify" %) 35 -(% 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** 36 - 37 -\\ 38 -)))|(% style="width:308px" %) ((( 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" %)((( 39 39 (% style="line-height:1.38; text-align:justify" %) 40 -(% 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. 41 - 42 - 43 - 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. 44 44 ))) 45 -|(% style="width:365px" %) 24 +|(% style="width:365px" %)((( 46 46 (% style="line-height:1.38; text-align:justify" %) 47 -(% 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 ** 48 - 49 - 50 - 51 -)))|(% style="width:308px" %) ((( 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" %)((( 52 52 (% style="line-height:1.38; text-align:justify" %) 53 -(% 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. 54 - 55 - 56 - 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. 57 57 ))) 58 -|(% style="width:365px" %) 31 +|(% style="width:365px" %)((( 59 59 (% style="line-height:1.38; text-align:justify" %) 60 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration:61 -)))|(% style="width:308px" %) 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" %)((( 62 62 (% style="line-height:1.38; text-align:justify" %) 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: 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). 64 - 65 - 66 - 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). 67 67 ))) 68 -|(% style="width:365px" %) 69 -(% 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" %) 70 -|(% style="width:365px" %) ((( 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" %)((( 71 71 (% style="line-height:1.38; text-align:justify" %) 72 -(% 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. ** 73 - 74 - 75 - 76 -)))|(% style="width:308px" %) ((( 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" %)((( 77 77 (% style="line-height:1.38; text-align:justify" %) 78 -(% 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. 79 - 80 - 81 - 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. 82 82 ))) 83 -|(% style="width:365px" %) 46 +|(% style="width:365px" %)((( 84 84 (% style="line-height:1.38; text-align:justify" %) 85 -(% 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** 86 - 87 - 88 - 89 -)))|(% style="width:308px" %) ((( 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" %)((( 90 90 (% style="line-height:1.38; text-align:justify" %) 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: 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. 92 - 93 - 94 - 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. 95 95 ))) 96 -|(% style="width:365px" %) 53 +|(% style="width:365px" %)((( 97 97 (% style="line-height:1.38; text-align:justify" %) 98 -(% 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 ** 99 - 100 - 101 - 102 -)))|(% style="width:308px" %) ((( 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" %)((( 103 103 (% style="line-height:1.38; text-align:justify" %) 104 -(% 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. 105 - 106 - 107 - 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. 108 108 ))) 109 -|(% style="width:365px" %) 60 +|(% style="width:365px" %)((( 110 110 (% style="line-height:1.38; text-align:justify" %) 111 -(% 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. ** 112 - 113 - 114 - 115 -)))|(% style="width:308px" %) ((( 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" %)((( 116 116 (% style="line-height:1.38; text-align:justify" %) 117 -(% 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). 118 - 119 - 120 - 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). 121 121 ))) 122 -|(% style="width:365px" %) 123 -(% 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" %) 124 -|(% style="width:365px" %) ((( 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" %)((( 125 125 (% style="line-height:1.38; text-align:justify" %) 126 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration: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. ** 127 127 128 128 129 129 130 -)))|(% style="width:308px" %) 74 +)))|(% style="width:308px" %)((( 131 131 (% style="line-height:1.38; text-align:justify" %) 132 -(% 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. 133 - 134 - 135 - 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. 136 136 ))) 137 -|(% style="width:365px" %) 78 +|(% style="width:365px" %)((( 138 138 (% style="line-height:1.38; text-align:justify" %) 139 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration: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. ** 140 140 141 141 142 142 143 -)))|(% style="width:308px" %) 84 +)))|(% style="width:308px" %)((( 144 144 (% style="line-height:1.38; text-align:justify" %) 145 -(% 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" %). 146 - 147 - 148 - 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" %). 149 149 ))) 150 -|(% style="width:365px" %) 88 +|(% style="width:365px" %)((( 151 151 (% style="line-height:1.38; text-align:justify" %) 152 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration: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. ** 153 153 154 154 155 155 156 -)))|(% style="width:308px" %) 94 +)))|(% style="width:308px" %)((( 157 157 (% style="line-height:1.38; text-align:justify" %) 158 -(% 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) 159 - 160 - 161 - 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) 162 162 ))) 163 -|(% style="width:365px" %) 164 -(% 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" %) 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" %) 165 165 |(% style="width:365px" %)((( 166 166 (% style="line-height:1.38; text-align:justify" %) 167 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration: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. ** 168 168 )))|(% style="width:308px" %)((( 169 169 (% style="line-height:1.38; text-align:justify" %) 170 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration: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. 171 171 ))) 172 172 |(% style="width:365px" %)((( 173 173 (% style="line-height:1.38; text-align:justify" %) 174 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration:175 -)))|(% style="width:308px" %) 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="width:308px" %)((( 176 176 (% style="line-height:1.38; text-align:justify" %) 177 -(% 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. 178 - 179 - 180 - 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. 181 181 ))) 182 -|(% style="width:365px" %) 113 +|(% style="width:365px" %)((( 183 183 (% style="line-height:1.38; text-align:justify" %) 184 -(% style=" font-size: 10pt; font-variant: normal;white-space: pre-wrap; font-family:color:rgb(31, 31, 31);background-color:gb(255, 255, 255); font-weight:font-style: normal; text-decoration: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. ** 185 185 186 186 187 187 188 -)))|(% style="width:308px" %) 119 +)))|(% style="width:308px" %)((( 189 189 (% style="line-height:1.38; text-align:justify" %) 190 -(% 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. 191 - 192 - 193 - 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. 194 194 ))) 195 -|(% style="width:365px" %) 123 +|(% style="width:365px" %)((( 196 196 (% style="line-height:1.38; text-align:justify" %) 197 -(% 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. ** 198 - 199 - 200 - 201 -)))|(% style="width:308px" %) ((( 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" %)((( 202 202 (% style="line-height:1.38; text-align:justify" %) 203 -(% 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. 204 - 205 - 206 - 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. 207 207 ))) 208 -|(% style="width:365px" %) 130 +|(% style="width:365px" %)((( 209 209 (% style="line-height:1.38; text-align:justify" %) 210 -(% 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. ** 211 - 212 - 213 - 214 -)))|(% style="width:308px" %) ((( 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" %)((( 215 215 (% style="line-height:1.38; text-align:justify" %) 216 -(% 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. 217 - 218 - 219 - 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. 220 220 ))) 221 221 222 222