Struct TunableConcept 

pub struct TunableConcept {
    pub label: String,
    pub category: String,
    pub features: Vec<(usize, f64)>,
    pub quality: f64,
    pub axis_coherence: f64,
    pub bridge_degree: u8,
    pub source_confidence: f64,
    pub home_affinity: f64,
    pub source: Option<String>,
    pub openalex_id: Option<String>,
}

Concept view that the self-tuner mutates. The corpus crate’s Concept uses &'static str for label and category — fine for read-only consumers, but the self-tuner owns the strings for the lifetime of the tune run and re-emits them to Parquet, so we copy into owned Strings here.

Fields

label: String

category: String

features: Vec<(usize, f64)>

quality: f64

axis_coherence: f64

bridge_degree: u8

source_confidence: f64

home_affinity: f64

source: Option<String>

openalex_id: Option<String>

Trait Implementations

impl Clone for TunableConcept

fn clone(&self) -> TunableConcept

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TunableConcept

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TunableConcept

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TunableConcept

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.