Model card

astris-credential-intelligence-v1

Credential confidence scoring (M1.1) with a live verification hook (M1.5) that runs a real HTTPS registry-reachability probe, a bilingual transferable-skill graph (M1.2), and a months-to-ready skill-gap estimate (M1.3).

At a glance

Kindreasoning llm
Version1.0.0
StatusActive — contributing to scores
Ensemble weight0
Trained atNot trained yet
Trained onn/a
ArtifactNo artifact (heuristic or pre-training)

Metrics

{
  "components": [
    "credential_confidence_m1_1",
    "live_verification_m1_5",
    "skill_graph_m1_2",
    "skill_gap_m1_3"
  ],
  "validation": "synthetic_seed",
  "real_cohort": "pending"
}

Notes

Candidate-readiness intelligence, not a retention voter — weight 0. M1.5 reachability probe makes real HTTPS calls. See api/ml/verification.py, skill_graph.py, skill_gap.py.