ResearchScamNearestNeighbors

Research SCAMSearch Infrastructure

GoogleApi.ContentWarehouse.V1.Model.ResearchScamNearestNeighbors

3
out of 10
Low
SEO Impact
All nearest neighbors for one data point. Last tag used: 5

SEO Analysis

AI Generated

Core search serving infrastructure. While not a direct ranking signal, these systems process and serve search results. This model (Research Scam Nearest Neighbors) contains 6 attributes that define its data structure. Key functionality includes: Data point for which we computed nearest neighbors. This field is set based on the data_id_str field in the QueryRequest GFV (or SSTable key if data_i...

Actionable Insights for SEOs

  • Understanding this model helps SEOs grasp Google's internal data architecture
  • Consider how this system might interact with other ranking signals

Attributes

6
Sort:|Filter:
docidstring
Default: nilFull type: String.t

Data point for which we computed nearest neighbors. This field is set based on the data_id_str field in the QueryRequest GFV (or SSTable key if data_id_str is not present), and thus can be arbitrary data, e.g. docid, URL, query string.

metadatastring
Default: nilFull type: String.t

Metadata about the query. This field is populated if and only if: 1) ScaM is running in offline query-database or online mode and; 2) The metadata is directly fetched from the userinfo field inside GFV and; 3) MetadataConfig.userinfo.set_user_info_for_query is set to true. The field name is kept as "metadata" for consistency with neighbors.

neighborResearchScamNearestNeighborsNeighbor →
Default: nilFull type: list(GoogleApi.ContentWarehouse.V1.Model.ResearchScamNearestNeighborsNeighbor.t

All its neighbors.

neighborSelectionOverrideResearchScamNeighborSelectionOverride →
Default: nilFull type: GoogleApi.ContentWarehouse.V1.Model.ResearchScamNeighborSelectionOverride.t

Propagate neighbor selection override information during offline search.

queryResearchScamGenericFeatureVector →
Default: nilFull type: GoogleApi.ContentWarehouse.V1.Model.ResearchScamGenericFeatureVector.t

The query vector for which we computed nearest neighbors.

retrievedVersionstring
Default: nilFull type: String.t

The version ID of the server that responded to this query, if one was specified. This field is not populated for offline (i.e. Flume rather than RPC) search.