Class: CollectionMechanism

What mechanisms or procedures were used to collect the data (e.g., hardware, manual curation, software APIs)? Also covers how these mechanisms were validated.

__

URI: data_sheets_schema:CollectionMechanism

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

Inheritance

DatasetProperty
- CollectionMechanism

Slots

Name	Cardinality and Range	Description	Inheritance
mechanism_details	0..1 String	Free-text description of the specific mechanisms or procedures used to collec...	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	collection_mechanisms	range	CollectionMechanism
DataSubset	collection_mechanisms	range	CollectionMechanism

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type	Mapped Value
self	data_sheets_schema:CollectionMechanism
native	data_sheets_schema:CollectionMechanism
exact	rai:dataCollection

LinkML Source

Direct

name: CollectionMechanism
description: 'What mechanisms or procedures were used to collect the data (e.g., hardware,
  manual curation, software APIs)? Also covers how these mechanisms were validated.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataCollection
is_a: DatasetProperty
attributes:
  mechanism_details:
    name: mechanism_details
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: In-person clinical visit with standardized MOP
    description: 'Free-text description of the specific mechanisms or procedures used
      to collect the data (e.g., hardware model, software API, manual curation process),
      including how those mechanisms were validated.

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

Induced

name: CollectionMechanism
description: 'What mechanisms or procedures were used to collect the data (e.g., hardware,
  manual curation, software APIs)? Also covers how these mechanisms were validated.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataCollection
is_a: DatasetProperty
attributes:
  mechanism_details:
    name: mechanism_details
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: In-person clinical visit with standardized MOP
    description: 'Free-text description of the specific mechanisms or procedures used
      to collect the data (e.g., hardware model, software API, manual curation process),
      including how those mechanisms were validated.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: dcterms:description
    alias: mechanism_details
    owner: CollectionMechanism
    domain_of:
    - CollectionMechanism
    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: CollectionMechanism
    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: CollectionMechanism
    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: CollectionMechanism
    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: CollectionMechanism
    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: CollectionMechanism
    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: CollectionMechanism
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true