Source identity
| Field | Recorded value |
|---|---|
| Source type | GitHub source |
| Original record | Janady13/missionmatch / internal/modules/staffing/confidence.go |
| Date | Not specified in source |
| Repository | Janady13/missionmatch |
| Revision | 720d47fae476b0d38477ae4401697d372b1ea2bc |
| Branch | feature/opportunity-to-outcome |
| Path or archive member | internal/modules/staffing/confidence.go |
| Original SHA-256 | 3d4afe80041d548e666a77664bb9e211e2462096e11d472df28ebbe8b93716d1 |
| Git blob SHA | 631c411a4a171d8325faeba9d024ce72684faf7f |
| Reading-copy SHA-256 | 3d4afe80041d548e666a77664bb9e211e2462096e11d472df28ebbe8b93716d1 |
Every recorded occurrence
These 24 records contain identical original source bytes. Their paths and revisions remain part of the archive.
| Original record | Branch or archive | Revision / identifier | Original location |
|---|---|---|---|
| Janady13/missionmatch / internal/modules/staffing/confidence.go | feature/opportunity-to-outcome | 720d47fae476b0d38477ae4401697d372b1ea2bc | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | per-tenant-routing | 9bde0f9a74b89d01980fa658e5253acda7528d0c | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | collision-deconfliction | 4ee5a09972608ed89f8377c6665542d5f450f0a6 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ws6-retrieval | 6c56e29231ec05735927fa265c97d517499dfeaf | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | m5-price-to-win | 41000ad30fff4129fdaf5ec84e15ba14c27d4890 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ws1-ontology-sync | b596f449a32a1016fbd403c36505cc00a1ac9ee6 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | master | 1e9249840a4302ec82e123b9c9cb6f75badea3e4 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ws8-teaching-loop | c823f0fb6bb2aba0f39001eb6de96f4000d9321f | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | w3-ai-staffing-recommendations | 43d56387270ef4da4cabd794d97ca6a49909bc7d | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | mag-substrate | b82c7100a492dec67dfd1eda6b3f53def859be35 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ws3-clearance | 4b8e7ce594c068621867f9c9deed0ec64ae6c553 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | phase2-eval-fairness | d361af254701975fe239927656ababb56374655e | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | time-to-fill-survival | b66e1e505863d4f17741a4b9ede73509e45bd6c6 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | graphrag-foundation | b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | deploy-and-ops | bdacd9d0b4d5998d25fc74bf4007f4c3ec538c7a | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ws9-bench-ingestion | f585a9ef32fa554663ce1fba9a414a54b6e49cf0 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ws2-alias-relationship | e4dada4601c6eb101830f9d223a9655dfa120616 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | presentation-readiness | eb574acaa29d71ce4d0f852572e87c275c79fdb7 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | vendor-intelligence | fe9796a19c261951d3f2565206c0c1b5ac294465 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ws7-federal-signal | 6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | ai-brain-live | aac32fc49c878cc5bca099459307611562d0bac1 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | phase2-connectors | e038d4c687aec16f8bd9bc4d907eea14d91f8704 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | feature/aioe-upgrade | 2178e7298d0e5d9af83afa12402fd587f0ba6ed8 | Open original |
| Janady13/missionmatch / internal/modules/staffing/confidence.go | capture-readiness | bae6af7cb2997e819174a9e9cfff5e16067a1975 | Open original |
Recovered source transcript
Download complete source text ↓48 lines · 1.9 KB
package staffing
import "github.com/shopspring/decimal"
// Confidence is a DETERMINISTIC transparency aid in [0,1], never a probability and never an input to a
// decision. It blends three observable, explainable factors:
//
// confidence = wFit * (total / 100) + wProvenance * provenanceScore + wCompleteness * completeness
//
// fit is how far the engine score is above zero, provenanceScore reflects how the clearance was
// established (a self reported clearance is weaker evidence than continuous vetting), and completeness is
// the fraction of profile sections present. All three are bounded in [0,1] and the weights sum to 1, so
// the result is bounded in [0,1]. It is computed with decimal, never float, and rounded to 4 places to
// match the numeric(5,4) column.
func Confidence(cfg Config, c ScoredCandidate) decimal.Decimal {
fit := c.Total.Div(decimal.NewFromInt(100))
prov, ok := provenanceScore[c.Provenance]
if !ok {
prov = unknownProvenanceScore // an unknown or absent provenance is the conservative floor
}
comp := clamp01(c.Completeness)
score := cfg.ConfidenceFitWeight.Mul(clamp01(fit)).
Add(cfg.ConfidenceProvenanceWeight.Mul(prov)).
Add(cfg.ConfidenceCompletenessWeight.Mul(comp))
return clamp01(score).Round(4)
}
// provenanceScore maps a clearance provenance code to its evidence strength. The codes are the
// candidates.clearance_provenance domain. Higher is stronger evidence the clearance is real and current.
var provenanceScore = map[string]decimal.Decimal{
"self_reported": decimal.RequireFromString("0.40"),
"document": decimal.RequireFromString("0.60"),
"sponsor_verified": decimal.RequireFromString("0.90"),
"continuous_vetting": decimal.NewFromInt(1),
}
var unknownProvenanceScore = decimal.RequireFromString("0.30")
func clamp01(d decimal.Decimal) decimal.Decimal {
if d.LessThan(decimal.Zero) {
return decimal.Zero
}
if d.GreaterThan(decimal.NewFromInt(1)) {
return decimal.NewFromInt(1)
}
return d
}