Class: FutureUseImpact

Is there anything about the dataset's composition or collection that might impact future uses or create risks/harm (e.g., unfair treatment, legal or financial risks)? If so, describe these impacts and any mitigation strategies.

__

URI: data_sheets_schema:FutureUseImpact

classDiagram class FutureUseImpact click FutureUseImpact href "../FutureUseImpact/" DatasetProperty <|-- FutureUseImpact click DatasetProperty href "../DatasetProperty/" FutureUseImpact : description FutureUseImpact : id FutureUseImpact : impact_details FutureUseImpact : name FutureUseImpact : notes FutureUseImpact : source_caveats FutureUseImpact : used_software FutureUseImpact --> "*" Software : used_software click Software href "../Software/"

Inheritance

DatasetProperty
- FutureUseImpact

Slots

Name	Cardinality and Range	Description	Inheritance
impact_details	0..1 String	Free-text description of potential future impacts or risks arising from the d...	direct
id	0..1 Uriorcurie	An optional identifier for this property	DatasetProperty
name	0..1 String	A human-readable name for this property	DatasetProperty
description	0..1 String	A human-readable description for this property	DatasetProperty
notes	0..1 String	Residual content only, after every fitting slot is used (#385): structured sl...	DatasetProperty
source_caveats	0..1 String	Commentary on the evidence behind this object's values — source conflicts, wh...	DatasetProperty
used_software	* Software	What software was used as part of this dataset property?	DatasetProperty

Usages

used by	used in	type	used
Dataset	future_use_impacts	range	FutureUseImpact
DataSubset	future_use_impacts	range	FutureUseImpact

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type	Mapped Value
self	data_sheets_schema:FutureUseImpact
native	data_sheets_schema:FutureUseImpact
exact	rai:dataSocialImpact

LinkML Source

Direct

name: FutureUseImpact
description: 'Is there anything about the dataset''s composition or collection that
  might impact future uses or create risks/harm (e.g., unfair treatment, legal or
  financial risks)? If so, describe these impacts and any mitigation strategies.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataSocialImpact
is_a: DatasetProperty
attributes:
  impact_details:
    name: impact_details
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: Models trained on this data may reinforce existing health disparities
          if deployed without fairness audits
    description: 'Free-text description of potential future impacts or risks arising
      from the dataset''s composition or collection (e.g., unfair treatment, privacy
      violations, legal or financial risks), and any recommended mitigation strategies.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/uses
    rank: 1000
    slot_uri: dcterms:description
    domain_of:
    - FutureUseImpact
    - DataProtectionImpact
    range: string

Induced

name: FutureUseImpact
description: 'Is there anything about the dataset''s composition or collection that
  might impact future uses or create risks/harm (e.g., unfair treatment, legal or
  financial risks)? If so, describe these impacts and any mitigation strategies.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataSocialImpact
is_a: DatasetProperty
attributes:
  impact_details:
    name: impact_details
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: Models trained on this data may reinforce existing health disparities
          if deployed without fairness audits
    description: 'Free-text description of potential future impacts or risks arising
      from the dataset''s composition or collection (e.g., unfair treatment, privacy
      violations, legal or financial risks), and any recommended mitigation strategies.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/uses
    rank: 1000
    slot_uri: dcterms:description
    alias: impact_details
    owner: FutureUseImpact
    domain_of:
    - FutureUseImpact
    - DataProtectionImpact
    range: string
  id:
    name: id
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: https://example.org/dataset/property-001
    description: An optional identifier for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:identifier
    alias: id
    owner: FutureUseImpact
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    range: uriorcurie
  name:
    name: name
    description: A human-readable name for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:name
    alias: name
    owner: FutureUseImpact
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    range: string
  description:
    name: description
    description: A human-readable description for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:description
    alias: description
    owner: FutureUseImpact
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    - DatasetRelationship
    range: string
  notes:
    name: notes
    description: 'Residual content only, after every fitting slot is used (#385):
      structured slots first, description as the default home for narrative, notes
      last — solely for content description cannot hold. Never a restatement of a
      sibling slot''s value, and never a substitute for inventing keys the schema
      does not declare (#380).'
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:comment
    alias: notes
    owner: FutureUseImpact
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    range: string
  source_caveats:
    name: source_caveats
    description: 'Commentary on the evidence behind this object''s values — source
      conflicts, what a value was transcribed from, questions the source material
      leaves unanswered (#385). A trust annotation about the sibling slots, not dataset
      content: content belongs in the structured slots, description or notes.'
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: dcterms:provenance
    alias: source_caveats
    owner: FutureUseImpact
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    range: string
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    slot_uri: d4d:usedSoftware
    alias: used_software
    owner: FutureUseImpact
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true