Results

Disclaimer:

The test results shown here are based on preliminary data and code which still is under development.
F-UJI is rapidly evolving and not yet available in a productive environment.

Click here to assess another data set

Assessment Results (saved at 2023-09-19 13:04:11):

Evaluated Resource:

Data for: Bar chart of ceramic building material quantities by context type and Bar chart of ceramic building material MSW by context type and Ceramic building materials by context type (excluding Phase 6).

{JSON} New

FAIR level:	moderate
Resource PID/URL:	10.17863/CAM.14473
DataCite support:	enabled
Metric Version:	metrics_v0.5
Metric Specification:	https://doi.org/10.5281/zenodo.6461229
Software version:	3.0.0
Download saved assessment results:	{JSON}
Save and share assessment results:	Saved assessments: 2021-09-17 (v1.3.5b) 2021-09-20 (v1.3.8) 2021-09-21 (v1.3.8) 2021-09-21 (v1.3.5b) 2022-11-10 (2.2.0) 2023-05-05 (2.2.0) 2023-05-05 (2.2.5) 2023-08-09 (2.2.5) 2023-09-19 (3.0.0) 2023-11-10 (3.1.0)
Harvested metadata:

Showing cached or saved response. Click here to rerun the assessment

Summary:

	Score earned:	Fair level:
Findable:	6 of 7	advanced
Accessible:	2.5 of 3	moderate
Interoperable:	3 of 4	moderate
Reusable:	7 of 10	moderate

Report:

Findable

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

{
    "guid": "https:\/\/doi.org\/10.17863\/CAM.14473",
    "guid_scheme": "doi"
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-F1-01D-1

Identifier is resolvable and follows a defined unique identifier syntax (IRI, URL)

potential values:	https://f-uji.net/vocab/identifier
expected:	any of potential values
tested property:	https://f-uji.net/vocab/metadata/property/object_identifier
comment:	identifier can be given as user input

FsF-F1-01D-2

Identifier is not resolvable but follows an UUID or HASH type syntax

potential values:	https://f-uji.net/vocab/identifier/unique
expected:	any of potential values further specified below
specifically:	name→uuid, hash
tested property:	https://f-uji.net/vocab/metadata/property/object_identifier
comment:	identifier can be given as user input

Debug messages:

Level:	Message:
INFO	Using idutils schemes to identify unique or persistent identifiers for metadata
INFO	Starting assessment on identifier: https://doi.org/10.17863/CAM.14473
SUCCESS	Unique identifier schemes found ['doi', 'url']
INFO	Finalized unique identifier scheme - doi

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

{
    "persistent_identifiers": [
        {
            "pid": "https:\/\/doi.org\/10.17863\/CAM.14473",
            "pid_scheme": "doi",
            "resolvable_status": true,
            "resolved_url": "https:\/\/www.repository.cam.ac.uk\/items\/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da"
        },
        {
            "pid": "https:\/\/doi.org\/10.17863\/cam.14473",
            "pid_scheme": "doi",
            "resolvable_status": true,
            "resolved_url": "https:\/\/www.repository.cam.ac.uk\/items\/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da"
        }
    ]
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-F1-02D-1

Identifier follows a defined persistent identifier syntax

0.5

potential values:	https://f-uji.net/vocab/identifier/persistent
expected:	any of potential values
tested property:	https://f-uji.net/vocab/metadata/property/object_identifier
comment:	identifier can be given as user input

FsF-F1-02D-2

Persistent identifier is resolvable

potential values:	https://f-uji.net/vocab/identifier/persistent
tested property:	https://f-uji.net/vocab/metadata/property/object_identifier
comment:	identifier has to resolve to a valid URI

Debug messages:

Level:	Message:
INFO	Retrieving page -: https://doi.org/10.17863/CAM.14473 as text/html, /
INFO	Retrieving page -: https://doi.org/10.17863/cam.14473 as text/html, /
INFO	Verified PID found in metadata since it is resolving to user input URL domain
INFO	PID schemes-based assessment supported by the assessment service - dict_keys(['ark', 'arxiv', 'bioproject', 'biosample', 'doi', 'ensembl', 'genome', 'gnd', 'handle', 'lsid', 'pmid', 'pmcid', 'purl', 'refseq', 'sra', 'uniprot', 'urn', 'identifiers.org', 'w3id'])
INFO	Found PID which could be verified (does resolve properly) -: https://doi.org/10.17863/CAM.14473
INFO	Found PID which could be verified (does resolve properly) -: https://doi.org/10.17863/cam.14473
SUCCESS	Persistence identifier scheme -: doi

FAIR level:

2 of 3

moderate

Score:

1 of 2

Output:

{
    "core_metadata_found": {
        "creator": [
            "Mills, Philip"
        ],
        "object_identifier": [
            "https:\/\/www.repository.cam.ac.uk\/handle\/1810\/268269",
            "10.17863\/CAM.14473"
        ],
        "object_type": [
            "Dataset"
        ],
        "publication_date": "2017-11-09T16:18:06Z",
        "publisher": "University of Cambridge",
        "summary": "Ceramic building material quantification data by context type for Table 5.2 and Illus. 5.18 and Illus. 5.19.",
        "title": "Data for: Bar chart of ceramic building material quantities by context type and Bar chart of ceramic building material MSW by context type and Ceramic building materials by context type (excluding Phase 6)."
    },
    "core_metadata_source": [
        [
            "SCHEMAORG_NEGOTIATED",
            "content_negotiation"
        ],
        [
            "DUBLINCORE_EMBEDDED",
            "html_embedding"
        ],
        [
            "SCHEMAORG_EMBEDDED",
            "html_embedding"
        ],
        [
            "DATACITE_JSON_NEGOTIATED",
            "content_negotiation"
        ],
        [
            "HIGHWIRE_EPRINTS_EMBEDDED",
            "html_embedding"
        ]
    ],
    "core_metadata_status": "partial metadata"
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-F2-01M-1

Metadata has been made available via common web methods

0.5

potential values:	https://f-uji.net/vocab/metadata/offering_method
expected:	any of potential values

FsF-F2-01M-2

Core data citation metadata is available

0.5

potential values:	https://f-uji.net/vocab/metadata/property
expected:	all of potential values further specified below
specifically:	name→creator, title, object_identifier, publication_date, publisher, object_type
tested property:	https://f-uji.net/vocab/metadata/property

FsF-F2-01M-3

Core descriptive metadata is available

potential values:	https://f-uji.net/vocab/metadata/property
expected:	all of potential values further specified below
specifically:	name→creator, title, object_identifier, publication_date, publisher, object_type, summary, keywords
tested property:	https://f-uji.net/vocab/metadata/property

Debug messages:

Level:	Message:
INFO	Trying to resolve input URL -: https://doi.org/10.17863/CAM.14473
INFO	Content negotiation on https://doi.org/10.17863/CAM.14473 accept=text/html, /, status=200
INFO	Creating Cached response content
INFO	Found HTML page!
INFO	Starting to analyse EMBEDDED metadata at -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da
INFO	Trying to identify EMBEDDED Microdata, OpenGraph or Schema.org -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da
INFO	Trying to retrieve schema.org JSON-LD metadata from html page
INFO	Try to parse RDF (JSON-LD) from -: landing page
INFO	Try to parse JSON-LD using JMESPath retrieved as dict from -: landing page
INFO	Trying to extract schema.org JSON-LD metadata from -: SCHEMAORG_EMBEDDED
INFO	Found schema.org JSON-LD which seems to be valid, based on the given context type -:['Dataset']
SUCCESS	Found schema.org JSON-LD metadata in html page -: dict_keys(['title', 'object_type', 'publication_date', 'creator', 'publisher', 'license', 'summary', 'object_identifier', 'related_resources', 'object_content_identifier'])
INFO	Trying to retrieve Highwire and eprints metadata from html page
SUCCESS	Found Highwire or eprints metadata -: dict_keys(['title', 'creator', 'publication_date', 'summary'])
INFO	Trying to retrieve Dublin Core metadata from html page
SUCCESS	Found DublinCore metadata -: dict_keys(['title'])
INFO	Trying to retrieve Microdata metadata from html page
INFO	Could not identify Microdata metadata
INFO	Trying to retrieve RDFa metadata from html page
INFO	Found RDF Graph which was sucessfully parsed
INFO	Trying to identify namespaces in RDF Graph
INFO	Could not find DCAT, schema.org or SKOS/OWL metadata, continuing with generic SPARQL
INFO	Trying to query generic SPARQL on RDF, found triples: -:8
INFO	Found RDFa like triples but at least some of them seem to be XHTML or OpenGraph properties which are excluded
INFO	Trying to retrieve OpenGraph metadata from html page
INFO	OpenGraph metadata UNAVAILABLE
INFO	Trying to identify Typed Links to data items in html page
INFO	Starting to identify EXTERNAL metadata through content negotiation or typed (signposting) links
INFO	Trying to retrieve XML metadata through content negotiation from URL -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da
INFO	Retrieving page -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da as application/xml, text/xml;q=0.5
ERROR	Request failed, status code -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da, application/xml, text/xml;q=0.5 - 502
WARNING	No response received from -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da, application/xml, text/xml;q=0.5
INFO	Could not identify metadata properties in XML
INFO	Trying to retrieve XML metadata through content negotiation from URL -: https://doi.org/10.17863/CAM.14473
INFO	Retrieving page -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da as application/xml, text/xml;q=0.5
INFO	Content negotiation on https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da accept=application/xml, text/xml;q=0.5, status=200
INFO	Creating Cached response content
INFO	Ignoring HTML response
INFO	Trying to extract/parse XML metadata from URL -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da
INFO	Expected XML but content negotiation responded -: MetadataFormats.HTML
INFO	Could not identify metadata properties in XML
INFO	Trying to retrieve schema.org JSON-LD metadata through content negotiation from URL -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da
INFO	Retrieving page -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da as application/ld+json
INFO	Content negotiation on https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da accept=application/ld+json, status=200
INFO	Creating Cached response content
INFO	Ignoring HTML response
INFO	Schema.org metadata through content negotiation UNAVAILABLE
INFO	Trying to retrieve schema.org JSON-LD metadata through content negotiation from URL -: https://doi.org/10.17863/CAM.14473
INFO	Retrieving page -: https://doi.org/10.17863/CAM.14473 as application/ld+json
INFO	Content negotiation on https://doi.org/10.17863/CAM.14473 accept=application/ld+json, status=200
INFO	Creating Cached response content
INFO	Try to parse RDF (JSON-LD) from -: https://doi.org/10.17863/CAM.14473
INFO	Try to parse JSON-LD using JMESPath retrieved as dict from -: https://doi.org/10.17863/CAM.14473
INFO	Trying to extract schema.org JSON-LD metadata from -: SCHEMAORG_NEGOTIATED
INFO	Found schema.org JSON-LD which seems to be valid, based on the given context type -:['Dataset']
INFO	Content negotiation on https://doi.org/10.17863/cam.14473 accept=text/html, /, status=200
INFO	Creating Cached response content
INFO	Found HTML page!
SUCCESS	Found Schema.org metadata through content negotiation-: dict_keys(['title', 'object_type', 'publication_date', 'creator', 'creator_first', 'creator_last', 'publisher', 'license', 'summary', 'object_identifier'])
INFO	Trying to retrieve RDF metadata through content negotiation from URL -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da
INFO	Retrieving page -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da as text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json
INFO	Content negotiation on https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da accept=text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json, status=200
INFO	Creating Cached response content
INFO	Ignoring HTML response
INFO	Try to parse RDF from -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da as turtle
WARNING	Failed to parse RDF -: https://www.repository.cam.ac.uk/items/6b5fd4d5-b2b7-4ffd-a3ad-5f5a02b6b6da exactly one of source, location, file or data must be given
INFO	Retrieving page -: https://doi.org/10.17863/CAM.14473 as text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json
WARNING	Request failed, status code -: https://doi.org/10.17863/CAM.14473, text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json - 422
WARNING	No response received from -: https://doi.org/10.17863/CAM.14473, text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json
INFO	Try to parse RDF from -: https://doi.org/10.17863/CAM.14473 as turtle
WARNING	Failed to parse RDF -: https://doi.org/10.17863/CAM.14473 exactly one of source, location, file or data must be given
INFO	Linked Data metadata UNAVAILABLE
INFO	Trying to retrieve RDF metadata through content negotiation from URL -: https://doi.org/10.17863/CAM.14473
INFO	Retrieving page -: https://doi.org/10.17863/CAM.14473 as text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json
WARNING	Request failed, status code -: https://doi.org/10.17863/CAM.14473, text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json - 422
WARNING	No response received from -: https://doi.org/10.17863/CAM.14473, text/turtle, application/turtle, application/x-turtle;q=0.8, application/rdf+xml, text/n3;q=0.9, text/rdf+n3;q=0.9,application/ld+json
INFO	Linked Data metadata UNAVAILABLE
INFO	Trying to retrieve datacite metadata
INFO	Retrieving page -: https://doi.org/10.17863/CAM.14473 as application/vnd.datacite.datacite+json
INFO	Content negotiation on https://doi.org/10.17863/CAM.14473 accept=application/vnd.datacite.datacite+json, status=200
INFO	Creating Cached response content
SUCCESS	Found Datacite metadata -: dict_keys(['object_identifier', 'object_type', 'creator', 'creator_first', 'creator_last', 'publisher', 'contributor', 'title', 'publication_date', 'license', 'summary', 'datacite_client', 'access_level'])
INFO	Type of object described by the metadata -: ['Dataset']
INFO	Testing if any metadata has been made available via common web standards
INFO	Found some descriptive metadata elements -: dict_keys(['title', 'object_type', 'publication_date', 'creator', 'publisher', 'license', 'summary', 'object_identifier', 'related_resources', 'object_content_identifier', 'contributor', 'datacite_client', 'access_level'])
SUCCESS	Found required core citation metadata elements -: ['creator', 'title', 'object_identifier', 'publication_date', 'publisher', 'object_type']
INFO	Will exclusively consider community specific metadata properties which are specified in metrics -: {'name': ['creator', 'title', 'object_identifier', 'publication_date', 'publisher', 'object_type', 'summary', 'keywords']}
WARNING	Not all required core descriptive metadata elements exist, missing -: ['keywords']

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

{
    "object_content_identifier_included": [
        {
            "content_identifier_included": {
                "size": "5062 bytes",
                "type": "application\/vnd.oasis.opendocument.spreadsheet",
                "url": "https:\/\/www.repository.cam.ac.uk\/bitstreams\/6ef20b21-9c5b-4374-babc-999754bb84b3\/download"
            }
        }
    ]
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-F3-01M-1

Metadata contains data content related information (file name, size, type)

0.5

potential values:	https://f-uji.net/vocab/data/property
expected:	all of potential values further specified below
specifically:	type, size
tested property:	https://f-uji.net/vocab/metadata/property/object_content_identifier

FsF-F3-01M-2

Metadata contains a PID or URL which indicates the location of the downloadable data content

0.5

potential values:	https://f-uji.net/vocab/data/property/url
expected:	any of potential values
tested property:	https://f-uji.net/vocab/metadata/property/object_content_identifier

Debug messages:

Level:	Message:
INFO	Found data links in MetadataFormats.JSONLD metadata -: 1
SUCCESS	Number of object content identifier found -: 1

FAIR level:

2 of 3

moderate

Score:

2 of 2

Output:

{
    "search_mechanisms": [
        {
            "mechanism": "structured data",
            "mechanism_info": [
                "schemaorg via: html_embedding",
                "dublin-core via: html_embedding"
            ]
        },
        {
            "mechanism": "metadata registry",
            "mechanism_info": [
                "DataCite Registry"
            ]
        }
    ]
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-F4-01M-1

Metadata is given in a way major search engines can ingest it for their catalogues (JSON-LD, Dublin Core, RDFa)

potential values:	http://f-uji.net/vocab/metadata/sources
expected:	any of potential values further specified below
specifically:	name→dublin-core, schemaorg, dcat-data-catalog-vocabulary

potential values:	http://f-uji.net/vocab/metadata/offering_method
expected:	any of potential values further specified below
specifically:	name→html_embedding, microdata_rdfa

FsF-F4-01M-2

Metadata is registered in major research data registries (DataCite)

Debug messages:

Level:	Message:
SUCCESS	Metadata is offered in a way major search engines can ingest it -: ['schemaorg via: html_embedding', 'dublin-core via: html_embedding']
INFO	Querying DataCite API for -:10.17863/CAM.14473
INFO	Found identifier in DataCite catalogue -:10.17863/CAM.14473
INFO	Dataset already found in registry therefore skipping Google Dataset Search Cache query
INFO	Dataset already found in registry therefore skipping Mendeley Data query
SUCCESS	Metadata found through - metadata registry
INFO	This test is not defined in the metric YAML and therefore not performed -: FsF-F4-01M-3

Interoperable

FAIR level:

3 of 3

advanced

Score:

2 of 2

Output:

[
    {
        "is_metadata_found": true,
        "serialization_format": "JSON-LD",
        "source": "structured_data"
    },
    {
        "is_metadata_found": true,
        "serialization_format": "JSON-LD",
        "source": "content_negotiate"
    }
]

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-I1-01M-1

Parsable, structured metadata (JSON-LD, RDFa) is embedded in the landing page XHTML/HTML code

potential values:	http://f-uji.net/vocab/metadata/format
expected:	any of potential values further specified below
specifically:	name→RDF, JSON-LD, RDFa

potential values:	http://f-uji.net/vocab/metadata/offering_method
expected:	any of potential values further specified below
specifically:	name→html_embedding, microdata_rdfa

FsF-I1-01M-2

Parsable, graph data (RDF, JSON-LD) is accessible through content negotiation, typed links or sparql endpoint

potential values:	http://f-uji.net/vocab/metadata/format
expected:	any of potential values further specified below
specifically:	name→RDF, JSON-LD, RDFa

potential values:	http://f-uji.net/vocab/metadata/offering_method
expected:	any of potential values further specified below
specifically:	name→content_negotiation

potential values:	http://f-uji.net/vocab/metadata/exchange_service
expected:	any of potential values further specified below
specifically:	name→sparql

Debug messages:

Level:	Message:
INFO	Check of structured data (RDF serialization) embedded in the data page
INFO	JSON-LD (schema.org) serialization found in the data page - JSON-LD
SUCCESS	Found structured data (RDF serialization) in the data page
INFO	Check if RDF-based typed link included
INFO	NO RDF-based typed link found
INFO	Check if RDF metadata available through content negotiation
INFO	JSON-LD graph retrieved through content negotiation, content type - JSON-LD
SUCCESS	Found RDF content through content negotiation or typed links

FAIR level:

1 of 3

initial

Score:

0 of 1

Output:

[]

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-I2-01M-1

Vocabulary namespace URIs can be identified in metadata

comment:	The sheer existence of namespaces declared in XML or RDF files is checked here. This test is not scored

FsF-I2-01M-2

Namespaces of known semantic resources can be identified in metadata

potential values:	http://f-uji.net/vocab/semantic_resource
expected:	any of potential values

Debug messages:

Level:	Message:
INFO	Removing default namespaces from 13 vocabulary namespaces found in structured metadata
INFO	Default vocabulary namespace(s) excluded -: ['http://schema.org', 'http://purl.org/dc/elements/1.1']
INFO	Check if known namespace(s) are used in structured metadata (RDF, XML) which exist(s) in a LOD registry -: ['http://datacite.org/schema', 'http://www.loc.gov/standards/mets/mets.xsd', 'http://www.ndltd.org/standards/metadata/etdms/1.0/etdms.xsd', 'http://www.openarchives.org/OAI/2.0/oai_dc.xsd', 'http://tweety.lanl.gov/public/schemas/2008-06/atom-tron.sch', 'http://dublincore.org/schemas/xmls/qdc/2006/01/06/dcterms.xsd', 'http://www.loc.gov/standards/mods/v3/mods-3-1.xsd', 'http://www.loc.gov/standards/marcxml/schema/MARC21slim.xsd', 'http://naca.central.cranfield.ac.uk/ethos-oai/2.0/uketd_dc.xsd', 'http://standards.iso.org/ittf/PubliclyAvailableStandards/MPEG-21_schema_files/did/didl.xsd', 'http://www.openarchives.org/OAI/2.0/rdf.xsd']
WARNING	NO known vocabulary namespace URI is found which is listed in the LOD registry

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

[
    {
        "related_resource": "https:\/\/www.repository.cam.ac.uk\/handle\/1810\/268269",
        "relation_type": "sameAs"
    },
    {
        "related_resource": "https:\/\/www.repository.cam.ac.uk\/handle\/1810\/268269",
        "relation_type": "sameAs"
    },
    {
        "related_resource": "https:\/\/www.repository.cam.ac.uk\/handle\/1810\/268269",
        "relation_type": "sameAs"
    },
    {
        "related_resource": "https:\/\/www.repository.cam.ac.uk\/handle\/1810\/268269",
        "relation_type": "sameAs"
    }
]

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-I3-01M-1

Related resources are explicitly mentioned in metadata

potential values:	http://f-uji.net/vocab/relation_type
expected:	any of potential values
tested property:	http://f-uji.net/vocab/metadata/property/related_resources
comment:	The presence of a (typed, default = related) related resource is checked, can be a string or URI

FsF-I3-01M-2

Related resources are indicated by machine readable links or identifiers

comment:	same as above but relations have to be machine readable/actionable

Debug messages:

Level:	Message:
INFO	1 related resource(s) extracted from -: SCHEMAORG_EMBEDDED
INFO	No related resource(s) found in DublinCore metadata
INFO	No related resource(s) found in Schema.org metadata
INFO	No related resource(s) found in Datacite metadata
SUCCESS	Number of related resources found in metadata -: 4

Reusable

FAIR level:

3 of 3

advanced

Score:

3 of 4

Output:

{
    "data_content_descriptor": [
        {
            "descriptor": "file size",
            "descriptor_value": "5062 bytes",
            "matches_content": true
        },
        {
            "descriptor": "file type",
            "descriptor_value": "application\/vnd.oasis.opendocument.spreadsheet",
            "matches_content": true
        }
    ],
    "object_type": "dataset"
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-R1-01MD-1

Minimal information about available data content is given in metadata

Resource type (e.g. dataset) is given in metadata

Information about data content (e.g. links) is given in metadata

FsF-R1-01MD-2

Verifiable data descriptors (file info, measured variables or observation types) are specified in metadata

File size and type information are specified in metadata

Measured variables or observation types are specified in metadata

FsF-R1-01MD-3

Data content matches file type and size specified in metadata

FsF-R1-01MD-4

Data content matches measured variables or observation types specified in metadata

Debug messages:

Level:	Message:
WARNING	Content identifier accessible -: https://www.repository.cam.ac.uk/bitstreams/6ef20b21-9c5b-4374-babc-999754bb84b3/download, HTTPStatus code 200
INFO	Successfully parsed data object file using TIKA
INFO	File request status code -: 200
INFO	Succesfully parsed data file(s) -: https://www.repository.cam.ac.uk/bitstreams/6ef20b21-9c5b-4374-babc-999754bb84b3/download
INFO	Object landing page accessible status -: True
SUCCESS	Valid resource type (e.g. subtype of schema.org/CreativeWork, DCMI Type or DataCite resourceType) specified -: dataset
SUCCESS	Found file size and type specified in metadata
INFO	Sucessfully verified content size from downloaded file -: (expected: 5062 bytes, found: 5062)
INFO	Sucessfully verified content type from downloaded file -: (expected: application/vnd.oasis.opendocument.spreadsheet, found: via tika ['application/vnd.oasis.opendocument.spreadsheet'] or via header application/vnd.oasis.opendocument.spreadsheet)
WARNING	NO measured variables found in metadata, skip 'measured_variable' test.

FAIR level:

1 of 3

initial

Score:

1 of 2

Output:

[
    {
        "details_url": null,
        "license": "https:\/\/www.rioxx.net\/licenses\/all-rights-reserved\/",
        "osi_approved": false
    }
]

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-R1.1-01M-1

Licence information is given in an appropriate metadata element

FsF-R1.1-01M-2

Recognized licence is valid (community specific or registered at SPDX)

Debug messages:

Level:	Message:
INFO	License metadata found (schema.org) -: https://www.rioxx.net/licenses/all-rights-reserved/
INFO	License metadata found (schema.org) -: https://www.rioxx.net/licenses/all-rights-reserved/
INFO	Verify URL through SPDX registry -: https://www.rioxx.net/licenses/all-rights-reserved/
WARNING	NO SPDX license representation (spdx url, osi_approved) found
SUCCESS	Found licence information in metadata
INFO	Will consider all SPDX licenses as community specific licenses for FsF-R1.1-01M

FAIR level:

2 of 3

moderate

Score:

1 of 2

Output:

{
    "provenance_metadata_included": {
        "is_available": true,
        "provenance_metadata": [
            {
                "metadata_element": "publication_date",
                "metadata_value": "2017-11-09T16:18:06Z",
                "prov_o_mapping": "prov:generatedAtTime"
            },
            {
                "metadata_element": "creator",
                "metadata_value": [
                    "Mills, Philip"
                ],
                "prov_o_mapping": "prov:wasAttributedTo"
            },
            {
                "metadata_element": "publisher",
                "metadata_value": "University of Cambridge",
                "prov_o_mapping": "prov:wasAttributedTo"
            },
            {
                "metadata_element": "contributor",
                "metadata_value": "Apollo-University Of Cambridge Repository, Apollo-University Of Cambridge Repository",
                "prov_o_mapping": "prov:wasAttributedTo"
            }
        ]
    },
    "structured_provenance_available": {
        "is_available": false,
        "provenance_metadata": []
    }
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-R1.2-01M-1

Metadata contains elements which hold provenance information and can be mapped to PROV

FsF-R1.2-01M-2

Metadata contains provenance information using formal provenance ontologies (PROV-O)

Debug messages:

Level:	Message:
INFO	Check if provenance information is available in descriptive metadata
INFO	Check if provenance information is available in metadata about related resources
SUCCESS	Found data creation-related provenance information
INFO	Check if provenance specific namespaces are listed in metadata
WARNING	Formal provenance metadata is unavailable

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

[
    {
        "metadata_standard": "Schema.org",
        "source": [
            "https:\/\/doi.org\/10.25504\/FAIRsharing.hzdzq8",
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m101"
        ],
        "subject_areas": [
            "sciences"
        ],
        "type": "generic",
        "url": "http:\/\/schema.org\/"
    },
    {
        "metadata_standard": "Dublin Core",
        "source": [
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m15",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.3nx7t",
            "http:\/\/www.dcc.ac.uk\/resources\/metadata-standards\/dublin-core"
        ],
        "subject_areas": [
            "sciences"
        ],
        "type": "generic",
        "url": "http:\/\/purl.org\/dc\/elements\/1.1\/"
    },
    {
        "metadata_standard": "DataCite Metadata Schema",
        "source": [
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m11",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.me4qwe",
            "http:\/\/www.dcc.ac.uk\/resources\/metadata-standards\/datacite-metadata-schema"
        ],
        "subject_areas": [
            "sciences"
        ],
        "type": "generic",
        "url": "http:\/\/www.dcc.ac.uk\/resources\/metadata-standards\/datacite-metadata-schema"
    },
    {
        "metadata_standard": "Dublin Core",
        "source": [
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m15",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.3nx7t",
            "http:\/\/www.dcc.ac.uk\/resources\/metadata-standards\/dublin-core"
        ],
        "subject_areas": [
            "sciences"
        ],
        "type": "generic",
        "url": "http:\/\/www.dcc.ac.uk\/resources\/metadata-standards\/dublin-core"
    },
    {
        "metadata_standard": "ETD-MS an Interoperability Metadata Standard for Electronic Theses and Dissertations",
        "source": [
            "fuji:m17",
            "https:\/\/fairsharing.org\/4660"
        ],
        "subject_areas": [
            "sciences"
        ],
        "type": "generic",
        "url": "http:\/\/www.ndltd.org\/standards\/metadata\/etdms\/1.0\/etdms.xsd"
    },
    {
        "metadata_standard": "Open Archive Initiative Dublin Core (OAI DC)",
        "source": [
            "fuji:m44",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.0417cf"
        ],
        "subject_areas": [
            "sciences"
        ],
        "type": "generic",
        "url": "http:\/\/www.openarchives.org\/OAI\/2.0\/oai_dc.xsd"
    },
    {
        "metadata_standard": "Dublin Core",
        "source": [
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m15",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.3nx7t",
            "http:\/\/www.dcc.ac.uk\/resources\/metadata-standards\/dublin-core"
        ],
        "subject_areas": [
            "sciences"
        ],
        "type": "generic",
        "url": "http:\/\/dublincore.org\/schemas\/xmls\/qdc\/2006\/01\/06\/dcterms.xsd"
    },
    {
        "metadata_standard": "MODS (Metadata Object Description Schema)",
        "source": [
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m97",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.o67X7e"
        ],
        "subject_areas": [
            "library sciences",
            "humanities"
        ],
        "type": "disciplinary",
        "url": "http:\/\/www.loc.gov\/standards\/mods\/v3\/mods-3-1.xsd"
    },
    {
        "metadata_standard": "MARC (Machine-Readable Cataloging)",
        "source": [
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m88",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.217b1b"
        ],
        "subject_areas": [
            "library sciences",
            "sciences",
            "humanities"
        ],
        "type": "disciplinary",
        "url": "http:\/\/www.loc.gov\/standards\/marcxml\/schema\/MARC21slim.xsd"
    },
    {
        "metadata_standard": "eBank UK Metadata Application Profile",
        "source": [
            "https:\/\/rdamsc.bath.ac.uk\/msc\/m57",
            "https:\/\/doi.org\/10.25504\/FAIRsharing.ad4856"
        ],
        "subject_areas": [
            "crystallography",
            "natural sciences"
        ],
        "type": "disciplinary",
        "url": "http:\/\/naca.central.cranfield.ac.uk\/ethos-oai\/2.0\/uketd_dc.xsd"
    }
]

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-R1.3-01M-1

Community specific metadata standard is detected using namespaces or schemas found in provided metadata or metadata services outputs

potential values:	https://f-uji.net/vocab/metadata/standards
expected:	any except of potential values further specified below
specifically:	field_of_science→science, generic
comment:	test performed on namespaces or schemas found in exposed metadata

FsF-R1.3-01M-2

Community specific metadata standard is listed in the re3data record of the responsible repository

potential values:	https://f-uji.net/vocab/metadata/standards
expected:	any except of potential values further specified below
specifically:	field_of_science→science, generic
comment:	test is performed using information collected from re3data

FsF-R1.3-01M-3

Multidisciplinary but community endorsed metadata (RDA Metadata Standards Catalog, fairsharing) standard is listed in the re3data record or detected by namespace

potential values:	https://f-uji.net/vocab/metadata/standards
expected:	any of potential values further specified below
specifically:	field_of_science→science, genericsource→rd-alliance.org, fairsharing.org

Debug messages:

Level:	Message:
INFO	re3data/datacite client id -: bl.cam
INFO	Found match re3data (DOI-based) record
INFO	Found match re3data metadata record -: https://www.re3data.org/api/beta/repository/r3d100010620
INFO	Domain name listed in re3data metadata record matches landing page domain-: cam.ac.uk
INFO	Namespaces included in the metadata -: ['http://datacite.org/schema/', 'http://schema.org/', 'http://purl.org/dc/elements/1.1/']
INFO	Found non-disciplinary standard (but RDA listed) -: via ns: Schema.org - http://schema.org/
INFO	Found non-disciplinary standard (but RDA listed) -: via ns: Dublin Core - http://purl.org/dc/elements/1.1/
INFO	Retrieving API and Standards
INFO	Trying to retrieve metadata info from re3data/datacite services using client id -: bl.cam
INFO	Inferring metadata service endpoint (OAI, SPARQL) information through re3data/datacite services
INFO	Found non-disciplinary standard (but RDA listed) -: via re3data: DataCite Metadata Schema - http://www.dcc.ac.uk/resources/metadata-standards/datacite-metadata-schema
INFO	Found non-disciplinary standard (but RDA listed) -: via re3data: Dublin Core - http://www.dcc.ac.uk/resources/metadata-standards/dublin-core
INFO	Metadata standards listed in re3data record -: ['DataCite Metadata Schema', 'Dublin Core']
INFO	Use OAI-PMH endpoint to retrieve standards used by the repository -: https://api.repository.cam.ac.uk/server/oai/request
INFO	Retrieving page -: https://api.repository.cam.ac.uk/server/oai/request?verb=ListMetadataFormats as application/xml, text/xml;q=0.5
INFO	Content negotiation on https://api.repository.cam.ac.uk/server/oai/request?verb=ListMetadataFormats accept=application/xml, text/xml;q=0.5, status=200
INFO	Creating Cached response content
INFO	Found XML document!
INFO	Found non-disciplinary standard (but RDA listed) -: via oai-pmh: ETD-MS an Interoperability Metadata Standard for Electronic Theses and Dissertations - http://www.ndltd.org/standards/metadata/etdms/1.0/etdms.xsd
INFO	Found non-disciplinary standard (but RDA listed) -: via oai-pmh: Open Archive Initiative Dublin Core (OAI DC) - http://www.openarchives.org/OAI/2.0/oai_dc.xsd
INFO	Found non-disciplinary standard (but RDA listed) -: via oai-pmh: Dublin Core - http://dublincore.org/schemas/xmls/qdc/2006/01/06/dcterms.xsd
INFO	Found disciplinary standard -: via oai-pmh : MODS (Metadata Object Description Schema) - http://www.loc.gov/standards/mods/v3/mods-3-1.xsd
INFO	Found disciplinary standard -: via oai-pmh : MARC (Machine-Readable Cataloging) - http://www.loc.gov/standards/marcxml/schema/MARC21slim.xsd
INFO	Found disciplinary standard -: via oai-pmh : eBank UK Metadata Application Profile - http://naca.central.cranfield.ac.uk/ethos-oai/2.0/uketd_dc.xsd
INFO	Found disciplinary standard -: via oai-pmh : OAI-RDF Schema - http://www.openarchives.org/OAI/2.0/rdf.xsd
INFO	Found metadata standards that are listed in OAI-PMH endpoint -: ['MODS (Metadata Object Description Schema)', 'MARC (Machine-Readable Cataloging)', 'eBank UK Metadata Application Profile']
SUCCESS	Found non-disciplinary standards (but RDA listed) using namespaces or schemas found in re3data record or via provided metadata or metadata services outputs
SUCCESS	Found disciplinary standard using namespaces or schemas found in provided metadata or metadata services outputs

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

[
    {
        "file_uri": "https:\/\/www.repository.cam.ac.uk\/bitstreams\/6ef20b21-9c5b-4374-babc-999754bb84b3\/download",
        "is_preferred_format": true,
        "mime_type": "application\/vnd.oasis.opendocument.spreadsheet",
        "preference_reason": [
            "science format"
        ],
        "subject_areas": [
            null
        ]
    }
]

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-R1.3-02D-1

The format of a data file given in the metadata is listed in the long term file formats, open file formats or scientific file formats controlled list

The format of the data file is an open format

The format of the data file is a long term format

The format of the data file is a scientific format

Debug messages:

Level:	Message:
INFO	Data content identifier provided -: ['https://www.repository.cam.ac.uk/bitstreams/6ef20b21-9c5b-4374-babc-999754bb84b3/download']
INFO	Found mime type in metadata -: application/vnd.oasis.opendocument.spreadsheet
SUCCESS	Could identify a file format commonly used by the scientific community -:application/vnd.oasis.opendocument.spreadsheet

Accessible

FAIR level:

1 of 3

initial

Score:

0.5 of 1

Output:

{
    "access_details": {
        "access_condition": "https:\/\/www.rioxx.net\/licenses\/all-rights-reserved\/"
    },
    "access_level": null
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-A1-01M-1

Information about access restrictions or rights can be identified in metadata

0.5

potential values:	http://f-uji.net/vocab/metadata/property/access_level
expected:	any of potential values

FsF-A1-01M-2

Data access information is machine readable

potential values:	http://f-uji.net/vocab/access_condition
expected:	any of potential values
tested property:	http://f-uji.net/vocab/metadata/property/access_level
comment:	identifier (namespace)

FsF-A1-01M-3

Data access information is indicated by (not machine readable) standard terms

potential values:	http://f-uji.net/vocab/access_condition
expected:	any of potential values
tested property:	http://f-uji.net/vocab/metadata/property/access_level
comment:	label and id

Debug messages:

Level:	Message:
INFO	Verify URL through SPDX registry -: https://www.rioxx.net/licenses/all-rights-reserved/
INFO	Access condition does not look like license, therefore continuing -: https://www.rioxx.net/licenses/all-rights-reserved/
INFO	Found access rights information in dedicated metadata element -: ['https://www.rioxx.net/licenses/all-rights-reserved/']
INFO	Access right information specified -: https://www.rioxx.net/licenses/all-rights-reserved/
WARNING	Unable to determine the access level

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

{
    "standard_data_protocol": {
        "https": {
            "name": "Hyper Text Transfer Protocol Secure"
        }
    }
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-A1-03D-1

Metadata includes a resolvable link to data based on standardized web communication protocols.

Debug messages:

Level:	Message:
SUCCESS	Standard protocol for access to data object found -: https

FAIR level:

3 of 3

advanced

Score:

1 of 1

Output:

{
    "standard_metadata_protocol": {
        "https": {
            "name": "Hyper Text Transfer Protocol Secure"
        }
    }
}

Metric tests:

Test:

Test name:

Score:

Maturity:

Result:

FsF-A1-02M-1

Landing page link is based on standardized web communication protocols.

Debug messages:

Level:	Message:
SUCCESS	Standard protocol for access to metadata found -: https
INFO	NOT all required metadata given, see: FsF-F2-01M

Results

Disclaimer:

Assessment Results (saved at 2023-09-19 13:04:11):

Evaluated Resource:

Data for: Bar chart of ceramic building material quantities by context type and Bar chart of ceramic building material MSW by context type and Ceramic building materials by context type (excluding Phase 6).

moderate

Summary:

advanced

moderate

moderate

moderate

Report:

Findable

FsF-F1-01D - Data is assigned a globally unique identifier.

FsF-F1-02D - Data is assigned a persistent identifier.

FsF-F2-01M - Metadata includes descriptive core elements (creator, title, data identifier, publisher, publication date, summary and keywords) to support data findability.

FsF-F3-01M - Metadata includes the identifier of the data it describes.

FsF-F4-01M - Metadata is offered in such a way that it can be retrieved programmatically.

Interoperable

FsF-I1-01M - Metadata is represented using a formal knowledge representation language.

FsF-I2-01M - Metadata uses semantic resources

FsF-I3-01M - Metadata includes links between the data and its related entities.

Reusable

FsF-R1-01MD - Metadata specifies the content of the data.

FsF-R1.1-01M - Metadata includes license information under which data can be reused.

FsF-R1.2-01M - Metadata includes provenance information about data creation or generation.

FsF-R1.3-01M - Metadata follows a standard recommended by the target research community of the data.

FsF-R1.3-02D - Data is available in a file format recommended by the target research community.

Accessible

FsF-A1-01M - Metadata contains access level and access conditions of the data.

FsF-A1-03D - Data is accessible through a standardized communication protocol.

FsF-A1-02M - Metadata is accessible through a standardized communication protocol.