Class: InstanceAcquisition

How was the data associated with each instance acquired? Was the data directly observable (e.g., raw text, movie ratings), reported by subjects (e.g., survey responses), or indirectly inferred/derived from other data (e.g., part-of-speech tags, model-based guesses for age or language)? If the data was reported by subjects or indirectly inferred/derived from other data, was the data validated/verified?

URI: data_sheets_schema:InstanceAcquisition

erDiagram InstanceAcquisition { stringList description string was_directly_observed string was_reported_by_subjects string was_inferred_derived string was_validated_verified string id string name } Software { string version string license string url string id string name string description } InstanceAcquisition ||--}o Software : "used_software"

Inheritance

NamedThing
- DatasetProperty
  - InstanceAcquisition

Slots

Name	Cardinality and Range	Description	Inheritance
description	0..* String		direct
was_directly_observed	0..1 String	Was the data directly observable (e	direct
was_reported_by_subjects	0..1 String	Was the data reported by subjects (e	direct
was_inferred_derived	0..1 String	Was the data indirectly inferred/derived from other data (e	direct
was_validated_verified	0..1 String	Was the data validated/verified?	direct
used_software	0..* Software	What software was used as part of this dataset property?	DatasetProperty
id	1..1 String	the unique name of the dataset	NamedThing
name	0..1 String		NamedThing

Usages

used by	used in	type	used
Dataset	acquisition_methods	range	InstanceAcquisition
DataSubset	acquisition_methods	range	InstanceAcquisition

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type	Mapped Value
self	data_sheets_schema:InstanceAcquisition
native	data_sheets_schema:InstanceAcquisition

LinkML Source

Direct

name: InstanceAcquisition
description: How was the data associated with each instance acquired? Was the data
  directly observable (e.g., raw text, movie ratings), reported by subjects (e.g.,
  survey responses), or indirectly inferred/derived from other data (e.g., part-of-speech
  tags, model-based guesses for age or language)? If the data was reported by subjects
  or indirectly inferred/derived from other data, was the data validated/verified?
in_subset:
- Collection
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    range: string
  was_directly_observed:
    name: was_directly_observed
    description: Was the data directly observable (e.g., raw text, movie ratings)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: string
  was_reported_by_subjects:
    name: was_reported_by_subjects
    description: Was the data reported by subjects (e.g., survey responses)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: string
  was_inferred_derived:
    name: was_inferred_derived
    description: Was the data indirectly inferred/derived from other data (e.g., part-of-speech
      tags, model-based guesses for age or language)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: string
  was_validated_verified:
    name: was_validated_verified
    description: Was the data validated/verified?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: string

Induced

name: InstanceAcquisition
description: How was the data associated with each instance acquired? Was the data
  directly observable (e.g., raw text, movie ratings), reported by subjects (e.g.,
  survey responses), or indirectly inferred/derived from other data (e.g., part-of-speech
  tags, model-based guesses for age or language)? If the data was reported by subjects
  or indirectly inferred/derived from other data, was the data validated/verified?
in_subset:
- Collection
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    alias: description
    owner: InstanceAcquisition
    domain_of:
    - NamedThing
    - Information
    - Relationships
    - Splits
    - DataAnomaly
    - Confidentiality
    - Deidentification
    - SensitiveElement
    - InstanceAcquisition
    - CollectionMechanism
    - DataCollector
    - CollectionTimeframe
    - EthicalReview
    - DirectCollection
    - CollectionNotification
    - CollectionConsent
    - ConsentRevocation
    - DataProtectionImpact
    - PreprocessingStrategy
    - CleaningStrategy
    - LabelingStrategy
    - RawData
    - ExistingUse
    - UseRepository
    - OtherTask
    - FutureUseImpact
    - DiscouragedUse
    - ThirdPartySharing
    - DistributionFormat
    - DistributionDate
    - LicenseAndUseTerms
    - IPRestrictions
    - ExportControlRegulatoryRestrictions
    - Maintainer
    - Erratum
    - UpdatePlan
    - RetentionLimits
    - VersionAccess
    - ExtensionMechanism
    range: string
  was_directly_observed:
    name: was_directly_observed
    description: Was the data directly observable (e.g., raw text, movie ratings)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: was_directly_observed
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: string
  was_reported_by_subjects:
    name: was_reported_by_subjects
    description: Was the data reported by subjects (e.g., survey responses)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: was_reported_by_subjects
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: string
  was_inferred_derived:
    name: was_inferred_derived
    description: Was the data indirectly inferred/derived from other data (e.g., part-of-speech
      tags, model-based guesses for age or language)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: was_inferred_derived
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: string
  was_validated_verified:
    name: was_validated_verified
    description: Was the data validated/verified?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: was_validated_verified
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    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
    rank: 1000
    multivalued: true
    alias: used_software
    owner: InstanceAcquisition
    domain_of:
    - DatasetProperty
    range: Software
  id:
    name: id
    description: the unique name of the dataset
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:name
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    alias: id
    owner: InstanceAcquisition
    domain_of:
    - NamedThing
    - Information
    range: string
    required: true
  name:
    name: name
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: schema:name
    alias: name
    owner: InstanceAcquisition
    domain_of:
    - NamedThing
    range: string