ResearchScienceSearchFieldOfStudyInfo

AI Overview😉

  • The potential purpose of this module is to classify and categorize search results based on their relevance to specific fields of study or academic disciplines. It appears to be a part of Google's Research and Science search features, aiming to provide more accurate and relevant results for users searching for academic or research-related topics.
  • This module could impact search results by influencing the ranking and visibility of pages that are more closely related to specific fields of study. It may prioritize results that are more likely to be relevant to the user's search query, based on the probability score generated by the classifier. This could lead to more accurate and relevant results, especially for users searching for academic or research-related topics.
  • To be more favorable for this function, a website may consider the following strategies: Ensure that their content is accurately categorized and labeled with relevant fields of study or academic disciplines. Use clear and concise language in their content, making it easier for the classifier to determine the relevance to specific fields of study. Provide high-quality, authoritative, and relevant content that is more likely to be classified as a "YES instance" by the classifier, increasing the probability score and improving visibility in search results.

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GoogleApi.ContentWarehouse.V1.Model.ResearchScienceSearchFieldOfStudyInfo (google_api_content_warehouse v0.4.0)

Stores the classification info of each field of study label.

Attributes

  • classificationSource (type: String.t, default: nil) - The classification source that determines the field of study label.
  • isAboveThreshold (type: String.t, default: nil) - If set to true, it means that the probability is at least the threshold value specified from the corresponding saved model config. Thresholds for different fields may be different.
  • label (type: String.t, default: nil) - A label that represents the field of study.
  • probability (type: float(), default: nil) - A score between [0, 1] outputted from the classifier indicating the probability for being a YES instance.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

Link to this type

t()

@type t() ::
  %GoogleApi.ContentWarehouse.V1.Model.ResearchScienceSearchFieldOfStudyInfo{
    classificationSource: String.t() | nil,
    isAboveThreshold: String.t() | nil,
    label: String.t() | nil,
    probability: float() | nil
  }

Functions

Link to this function

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.