“Accepted” entries belong to the mathematical catalog. “Rejected” means the extracted span is not a complete mathematical record; it is still preserved here and in its full source. Where an adjacent source passage supplies the complete expression, the recovered replacement is linked.
Download every scan decision ↗
scan-2308b96d3b5b8cc5
are 100 (no requirements). The raw total is 0*0.25 + 100*0.75 = 75.00 (uncapped). bandFor(75.00)
Arithmetic, vector, recurrence or numerical relationship.
scan-5b7feb33fa1d6052
= Yellow, but the v1.4.0 clearance gap cap lowers it to Red. Total stays 75.00.
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-3ba8b668ae992401
Uncapped total: 0*0.25 + 100*0.25 + 100*0.15 + 100*0.15 + 100*0.10 + 100*0.10 = 75.00.
Arithmetic, vector, recurrence or numerical relationship.
scan-8bee776b16e5f404
Skills component: 3 of 4 required met = 75.
Explicit numerical parameter definition.
scan-f1bb9dad2ef7001c
= 25 + 18.75 + 15 + 15 + 10 + 10 = 93.75. bandFor(93.75) = Green.
Continuation fragment replaced by a complete exact adjacent source-comment span.
scan-02c42cd27d97d071
monthsBetween returns whole calendar months from a to b (>= 0).
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
func Win(c engine.Candidate, r engine.Requirement, res engine.MatchResult) WinImpact
This relation defines monthsBetween returns whole calendar months from a to b (>= 0). in the source section “func Win(c engine.Candidate, r engine.Requirement, res…
func Win(c engine.Candidate, r engine.Requirement, res engine.MatchResult) WinImpact
This relation defines monthsBetween returns whole calendar months from a to b (>= 0). in the source section “func Win(c engine.Candidate, r engine.Requirement, res…
scan-1889dab570738c5a
engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product.
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
skillmatcher
This relation defines engine's threshold. Vectors from the provider are L2-normalized, so cosine == dot product. in the source section “skillmatcher”. It specifies the displayed…
scan-4fbb87cf9c0959d1
Unit vectors: cosine("Amazon EKS","Kubernetes")=0.9 ; cosine with "Java"=0.Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
func TestEmbeddingSkillMatcher(t *testing.T)
This relation defines Unit vectors: cosine("Amazon EKS","Kubernetes") in the source section “func TestEmbeddingSkillMatcher(t *testing.T)”. It specifies the displayed relationship…
func TestEmbeddingSkillMatcher(t *testing.T)
This relation defines Unit vectors: cosine("Amazon EKS","Kubernetes") in the source section “func TestEmbeddingSkillMatcher(t *testing.T)”. It specifies the displayed relationship…
scan-79ff08a64ee889d4
header lines were missed, which left the exploit fully open: a slate named =cmd|'/c calc.exe'!A1
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-a18a698aed31029e
Fixture has 2 examples in first category + 1 in second = 3 total.
Arithmetic, vector, recurrence or numerical relationship.
scan-55b97c14dce663fe
multiVals collects a filter that may be repeated (?naics=a&naics=b) and/or comma-listed (?naics=a,b).
Reviewed as an object-pointer assignment, structural diagram, application/protocol prose or qualitative label mapping rather than a mathematical equation.
scan-d6e0fa11d75a7198
multiVals collects a filter that may be repeated (?kind=a&kind=b) or comma listed (?kind=a,b).
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-8523451e82b234e9
p = patchRequest(r)
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-74e22f7fc3b2adf7
outID = id
Simple object, field, pointer or label assignment with no mathematical operation.
scan-288f5371e7aea9e1
S(t) = product over event times ti <= t of (1 - di / ni), where ni is the number still at risk
Arithmetic, vector, recurrence or numerical relationship.
scan-48b50f6e5fe8d40d
1 - 2/4 = 0.5
Arithmetic, vector, recurrence or numerical relationship.
scan-7687e7be20167aa8
actor, in.Host, in.Port, in.Username, in.Mailbox, in.LookbackDays); e != nil {Boolean, string or sentinel setting in prose or application logic.
scan-e0d4462a1f60279c
Returns claim=true when the caller takes an unowned account by editing it.
Boolean, string or sentinel setting in prose or application logic.
scan-d8fa7c65ba53508a
forbids from_stage = to_stage, so the opening event is written with a NULL predecessor and the trigger
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-3109c4c0ce097850
out = ve
Pointer assignment misread as a comment; the apparent fragment is not a mathematical equation.
scan-8046ccaee02edee9
same live candidate set (rm_cand), so identified >= screened >= submitted >= approved always holds.
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-70dc0a51c32810ed
Exactly at the floor is qualified (>=).
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-e2ed279f5352b360
confidence = wFit * (total / 100) + wProvenance * provenanceScore + wCompleteness * completeness
Arithmetic, vector, recurrence or numerical relationship.
scan-29af9253c25f99e7
0.6*0 + 0.25*0.4 + 0.15*0 = 0.1
Arithmetic, vector, recurrence or numerical relationship.
scan-6036d50e975eeb1b
- Build source -> candidate (cap 1, cost 0), candidate -> requirement (cap 1, cost = negative scaled
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-dd8e3c812fd92fa4
p = old[:n-1]
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-f76e78b7b9b7d6d2
c0 assigned to r1 (8); next best requirement is r0 (10); delta = 8 - 10 = -2 (giving c0 r1 instead of
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-e0c7c8f59b38adcd
Available bench = candidates not already committed anywhere.
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-a5a8cce162d67514
value(i, j) = engineTotal(i, j) * priorityMultiplier(j)
Arithmetic, vector, recurrence or numerical relationship.
scan-5857177012f07c1b
0.0000005 * 1 * 1e6 = 0.5, shopspring rounds half away from zero -> 1.
Arithmetic, vector, recurrence or numerical relationship.
scan-6e3480f604732ed4
SOC occupations (display_level = 3), capturing the occupation_code (SOC) and occupation_name (title).
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-924500b7860d76db
AllowSelfHostedProduction lets a production deployment run with MM_CLOUD=local. It exists so a self
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-90c32401f7b1c0b3
does NOT defend against formula injection, and a cell beginning with =, +, - or @ is evaluated as an
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-7d2ffb60f9b9bd6a
AssertRole fails closed unless the pool authenticates as wantUser with rolbypassrls=false. It is
Boolean, string or sentinel setting in prose or application logic.
scan-e9004de174afb8ff
Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion (k=60).
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
func (q *Queries) ListCandidatesScoped(ctx context.Context, arg ListCandidatesScopedParams) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries) ListCandidatesScoped(ctx…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
func (q *Queries) ListCandidatesForIntel(ctx context.Context, limit int32) ([]Candidate, error)
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “func (q *Queries)…
querier
This relation defines Hybrid retrieval: pgvector cosine kNN fused with full-text rank via Reciprocal Rank Fusion in the source section “querier”. It specifies the displayed…
scan-e494f85d4bd4a894
RLS already scopes both legs to the caller's org. $1=query embedding, $2=limit, $3=text query.
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-a811bdad793a0110
before it is ranked: under hnsw.iterative_scan = relaxed_order the index returns rows slightly out of
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-d3a07f28b5153192
itself. The skill name to code link is mission_areas.spine_term = skills.name, because the mission_area
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-c31eef21b55848e3
Optional filters (NULL array = no filter). Soonest closing first, then most recently posted, then id
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-97d07a4db4fa7dea
PK tiebreaker => total order [review SQLC-5]
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-b9c3332ab4f2b8a0
mirroring the Command Center predicate (o.id IS NULL OR o.status='open'). The LEFT JOIN selects r.*
Boolean, string or sentinel setting in prose or application logic.
scan-edeac819e8fd6358
All filters are optional (NULL array / NULL scalar = "no filter"). active_only defaults true at the
Boolean, string or sentinel setting in prose or application logic.
scan-0b9fac820534f252
CGO_ENABLED=0 and GOFIPS140=v1.0.0 and never reaches a Python tool. It dispatches on the file
Shell, deployment, database or environment-configuration example.
scan-a09f043daba1e377
All vectors are L2-normalized so cosine distance (the schema's vector_cosine_ops / <=>) is meaningful.
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-69007712ddda5909
rank 1 discount = 1/log2(2) = 1.0
Arithmetic, vector, recurrence or numerical relationship.
scan-c9213767397ad368
rank 2 discount = 1/log2(3) = 0.6309297535714574
Arithmetic, vector, recurrence or numerical relationship.
scan-757c4889a362ad85
rank 3 discount = 1/log2(4) = 0.5
Arithmetic, vector, recurrence or numerical relationship.
scan-fdf9fe8c6f694b2a
One relevant id at rank two: dcg = d2, idcg = d1, so nDCG = d2/d1 = d2.
Arithmetic, vector, recurrence or numerical relationship.
scan-cb65953d2ff0a546
One relevant id at rank three (k high enough): dcg = d3, idcg = d1.
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-b8126add5901beb8
Two relevant ids at ranks one and three: dcg = d1 + d3, idcg = d1 + d2 (two relevant ideal).
Arithmetic, vector, recurrence or numerical relationship.
scan-3324211ee69a2653
copy at rank two adds nothing; dcg = d1, idcg = d1 (one distinct relevant), nDCG = 1.0.
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-bd7050edd223bdeb
Gaussian mechanism depends only on the noise multiplier sigma = NoiseSigma / C, the noise measured in
Arithmetic, vector, recurrence or numerical relationship.
scan-17b2532cf36f0fac
units, C = 1) the multiplier is just NoiseSigma. The per release Renyi differential privacy at order alpha
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-68226ee6b8828a44
noiseMultiplier returns sigma = NoiseSigma / ClipNorm, the noise measured in units of the sensitivity, the
Arithmetic, vector, recurrence or numerical relationship.
scan-febb29badfe2a20a
the standard closed form epsilon(alpha) = rdp(alpha) + log(1/delta) / (alpha - 1). This is the canonical
Expression explicitly applies mathematical functions or optimization operators.
scan-dbe6463e20ca964c
MINIMUM over the grid of epsilon(alpha) = rdp(alpha) + log(1/delta) / (alpha - 1). Taking the min over the
Expression explicitly applies mathematical functions or optimization operators.
scan-ae2dbbd8767d2f6f
sigma=2, alpha=2: 2 / (2 * 4) = 0.25.
Arithmetic, vector, recurrence or numerical relationship.
scan-f61573c242264444
sigma=1, alpha=10: 10 / (2 * 1) = 5.
Arithmetic, vector, recurrence or numerical relationship.
scan-ed99e1eeb0f01867
sigma=0.5, alpha=3: 3 / (2 * 0.25) = 6.
Arithmetic, vector, recurrence or numerical relationship.
scan-9f89c0154d160eed
sigma=4, alpha=8: 8 / (2 * 16) = 0.25.
Arithmetic, vector, recurrence or numerical relationship.
scan-6d5553ba3ab8bd21
on is sigma = NoiseSigma / ClipNorm, the noise in units of the sensitivity. A release with NoiseSigma 4 and
Arithmetic, vector, recurrence or numerical relationship.
scan-86be1962b22718a2
hand computed closed form epsilon(alpha) = rdp(alpha) + log(1/delta) / (alpha - 1).
Expression explicitly applies mathematical functions or optimization operators.
scan-108ea67d6f9afb2b
rdp=0.25 at alpha=2, delta=1e-5: 0.25 + ln(1e5) / 1 = 0.25 + 11.512925465 = 11.762925465.
Expression explicitly applies mathematical functions or optimization operators.
scan-7fc5f7169c7c6e0f
A second independent point: rdp=5 at alpha=10, delta=1e-6: 5 + ln(1e6)/9.
Expression explicitly applies mathematical functions or optimization operators.
scan-4ee361f8c76a3c54
SOURCE AND DERIVATION. For the Gaussian mechanism with noise multiplier sigma and no subsampling (q = 1),
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-315bb673eac61433
RdpAccountant converts accumulated RDP to (epsilon, delta) by epsilon = min over alpha of
Continuation fragment replaced by a complete exact adjacent source-comment span.
scan-89a1e7a93d0be91a
FIXED PUBLISHED CONSTANT. For sigma = 1.0, a single Gaussian query (no subsampling), delta = 1e-5, the
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-2b1f524b49f58d06
RDP accountant over a dense order grid yields the analytic optimum epsilon = 5.2985261 (optimal order
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
scan-54722ae331cfd038
Record is one normalized forecast row. Optional money and dates are pointers (nil = absent). Raw keeps
Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.
scan-9155c9c70ed02daa
against folded text is asserting against a transport detail: RSVP=TRUE is present and correct even when it
Boolean, string or sentinel setting in prose or application logic.