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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

Slots

Name Cardinality and Range Description Inheritance
description *
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 *
Software		 What software was used as part of this dataset property? DatasetProperty
id 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
    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
    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
    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
    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
    domain_of:
    - InstanceAcquisition
    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