Struct Candidate 

pub struct Candidate {
    pub text: String,
    pub confidence: f64,
    pub predicted_types: Vec<String>,
    pub committee_predictions: Vec<Vec<String>>,
    pub embedding: Option<Vec<f64>>,
}

A candidate example for annotation.

Fields

text: String

Text to potentially annotate

confidence: f64

Model’s confidence on this example (lower = more uncertain)

predicted_types: Vec<String>

Optional: entity types predicted

committee_predictions: Vec<Vec<String>>

Optional: multiple model predictions for committee sampling

embedding: Option<Vec<f64>>

Optional: embedding for diversity sampling (required for Diversity strategy)

Implementations

impl Candidate

pub fn new(text: impl Into<String>, confidence: f64) -> Self

Create a simple candidate with text and confidence.

pub fn with_types(self, types: Vec<String>) -> Self

Create candidate with predicted types.

pub fn with_committee(self, predictions: Vec<Vec<String>>) -> Self

Create candidate with committee predictions.

pub fn with_embedding(self, embedding: Vec<f64>) -> Self

Create candidate with embedding.

pub fn has_committee(&self) -> bool

Check if this candidate has valid committee predictions (≥2 models).

pub fn has_embedding(&self) -> bool

Check if this candidate has an embedding.

Trait Implementations

impl Clone for Candidate

fn clone(&self) -> Candidate

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Candidate

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.