ThatAIguyA world of ideas

THE CONSCIOUSNESS ATLAS
Read. Experiment. Follow the evidence.

ConsciousnessLearn · Explore · Joseph Anady

How the scan was classified.

A complete equation scan also records what it finds outside mathematics: commands, configuration strings, prose, diagram fragments, and incomplete extraction candidates. Their source text remains in the archive.

1,243 decisions

“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 ↗

accepted1 source occurrence

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.

rejected1 source occurrence

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.

accepted1 source occurrence

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.

accepted-parameter1 source occurrence

scan-8bee776b16e5f404

Skills component: 3 of 4 required met = 75.

Explicit numerical parameter definition.

rejected1 source occurrence

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.

accepted2 source occurrences

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.

accepted35 source occurrences

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.

01

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…

02

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…

03

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…

04

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…

05

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…

06

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…

07

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…

08

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…

09

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…

10

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…

11

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…

12

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…

13

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…

14

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…

15

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…

16

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…

17

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…

18

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…

19

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…

20

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…

21

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…

22

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…

23

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…

24

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…

25

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…

26

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…

27

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…

28

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…

29

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…

30

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…

31

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…

32

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…

33

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…

34

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…

35

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…

accepted2 source occurrences

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.

rejected1 source occurrence

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.

accepted1 source occurrence

scan-a18a698aed31029e

Fixture has 2 examples in first category + 1 in second = 3 total.

Arithmetic, vector, recurrence or numerical relationship.

rejected35 source occurrences

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.

rejected1 source occurrence

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.

rejected1 source occurrence

scan-8523451e82b234e9

p = patchRequest(r)

Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.

rejected1 source occurrence

scan-74e22f7fc3b2adf7

outID = id

Simple object, field, pointer or label assignment with no mathematical operation.

accepted1 source occurrence

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.

accepted1 source occurrence

scan-48b50f6e5fe8d40d

1 - 2/4 = 0.5

Arithmetic, vector, recurrence or numerical relationship.

rejected1 source occurrence

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.

rejected1 source occurrence

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.

rejected1 source occurrence

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.

rejected1 source occurrence

scan-3109c4c0ce097850

out = ve

Pointer assignment misread as a comment; the apparent fragment is not a mathematical equation.

accepted1 source occurrence

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.

rejected1 source occurrence

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.

accepted1 source occurrence

scan-e2ed279f5352b360

confidence = wFit * (total / 100) + wProvenance * provenanceScore + wCompleteness * completeness

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-29af9253c25f99e7

0.6*0 + 0.25*0.4 + 0.15*0 = 0.1

Arithmetic, vector, recurrence or numerical relationship.

rejected1 source occurrence

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.

rejected1 source occurrence

scan-dd8e3c812fd92fa4

p = old[:n-1]

Reviewed as descriptive prose, application syntax, control-flow annotation, type/field mapping or an incomplete non-mathematical fragment.

accepted1 source occurrence

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.

rejected23 source occurrences

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.

accepted1 source occurrence

scan-a5a8cce162d67514

value(i, j) = engineTotal(i, j) * priorityMultiplier(j)

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-5857177012f07c1b

0.0000005 * 1 * 1e6 = 0.5, shopspring rounds half away from zero -> 1.

Arithmetic, vector, recurrence or numerical relationship.

rejected1 source occurrence

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.

rejected2 source occurrences

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.

rejected1 source occurrence

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.

rejected35 source occurrences

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.

accepted72 source occurrences

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.

01

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…

02

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…

03

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)…

04

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…

05

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)…

06

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…

07

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)…

08

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…

09

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)…

10

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…

11

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)…

12

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…

13

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)…

14

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…

15

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)…

16

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…

17

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)…

18

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…

19

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)…

20

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…

21

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)…

22

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…

23

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)…

24

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…

25

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)…

26

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…

27

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)…

28

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…

29

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)…

30

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…

31

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)…

32

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…

33

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)…

34

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…

35

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)…

36

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…

37

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)…

38

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…

39

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)…

40

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…

41

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)…

42

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…

43

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)…

44

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…

45

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)…

46

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…

47

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)…

48

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…

49

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)…

50

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…

51

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)…

52

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…

53

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)…

54

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…

55

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)…

56

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…

57

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)…

58

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…

59

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)…

60

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…

61

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)…

62

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…

63

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)…

64

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…

65

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)…

66

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…

67

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)…

68

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…

69

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)…

70

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…

71

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)…

72

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…

rejected72 source occurrences

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.

rejected46 source occurrences

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.

rejected30 source occurrences

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.

rejected70 source occurrences

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.

rejected72 source occurrences

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.

rejected53 source occurrences

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.

rejected72 source occurrences

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.

rejected1 source occurrence

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.

rejected36 source occurrences

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.

accepted1 source occurrence

scan-69007712ddda5909

rank 1 discount = 1/log2(2) = 1.0

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-c9213767397ad368

rank 2 discount = 1/log2(3) = 0.6309297535714574

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-757c4889a362ad85

rank 3 discount = 1/log2(4) = 0.5

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-fdf9fe8c6f694b2a

One relevant id at rank two: dcg = d2, idcg = d1, so nDCG = d2/d1 = d2.

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

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.

accepted1 source occurrence

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.

accepted1 source occurrence

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.

accepted1 source occurrence

scan-bd7050edd223bdeb

Gaussian mechanism depends only on the noise multiplier sigma = NoiseSigma / C, the noise measured in

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

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.

accepted1 source occurrence

scan-68226ee6b8828a44

noiseMultiplier returns sigma = NoiseSigma / ClipNorm, the noise measured in units of the sensitivity, the

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

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.

accepted1 source occurrence

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.

accepted1 source occurrence

scan-ae2dbbd8767d2f6f

sigma=2, alpha=2: 2 / (2 * 4) = 0.25.

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-f61573c242264444

sigma=1, alpha=10: 10 / (2 * 1) = 5.

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-ed99e1eeb0f01867

sigma=0.5, alpha=3: 3 / (2 * 0.25) = 6.

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

scan-9f89c0154d160eed

sigma=4, alpha=8: 8 / (2 * 16) = 0.25.

Arithmetic, vector, recurrence or numerical relationship.

accepted1 source occurrence

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.

accepted1 source occurrence

scan-86be1962b22718a2

hand computed closed form epsilon(alpha) = rdp(alpha) + log(1/delta) / (alpha - 1).

Expression explicitly applies mathematical functions or optimization operators.

accepted1 source occurrence

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.

accepted1 source occurrence

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.

accepted1 source occurrence

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.

rejected1 source occurrence

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.

accepted1 source occurrence

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.

accepted1 source occurrence

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.

rejected1 source occurrence

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.

rejected1 source occurrence

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.

Search equations, builds, manuscript text, and recovered sources.