Task gallery / Data processing / data science / Version 3
Task evidence / delivery
datasciresearch/augmented-gmm-covariance
uncalibratedKnown curated cohortChosen benchmark version- Reference solution (oracle)
- Pass
- No-op resistance check
- Pass
- QA verdict
- vendor redesign; solved 2/2 (sfdata2-pr609-v3-gates.md)
- Aggregate eligibility
- Eligible version
The task
The GMM results in statsmodels/sandbox/regression/gmm.py only offer covparams, which assumes the moment conditions hold at the true parameter. Users fitting overidentified models that are likely wrong (the J test rejects, or the model is a deliberate approximation) need standard errors that stay valid under misspecification. Please add that to the repository at /app/repo and commit it. Add a method GMMResults.covpar…
Excerpt only; not a complete executable task specification. Task ID sfdata2/augmented-gmm-covariance-v3 · version 3. Selection status: known curated delivery cohort.
Results by model and effort
This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.
Current evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|---|---|---|---|
| GPT-6 Astra · medium | 2/2 | 0 / 2 | 3 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
Legacy evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|
Every recorded run
23 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.
| Run / model | Date / source | Reward / eligibility | Diagnostic class / source | Resources | Evidence |
|---|---|---|---|---|---|
augmented-gmm-covariance-v3__9PkXDeXoracle@@ | Oct 21, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__DxZPLkVnop@@ | Oct 21, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__Fi2pFJSoracle@@ | Oct 21, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__RKwKnyeoracle@@ | Oct 21, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__VFWKSoRnop@@ | Oct 21, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__dBvQcgBnop@@ | Oct 21, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__EBJauqzGPT-6 Astra · medium | Oct 22, 2026 delivery | No reward · excludedno_reward | HARNESS_ERROR derived | Tokens: 0 Turns: 0 Cost: — | Not publicly available |
augmented-gmm-covariance-v3__a4VeNsmGPT-6 Astra · medium | Oct 22, 2026 delivery | No reward · excludedno_reward | HARNESS_ERROR derived | Tokens: 0 Turns: 0 Cost: — | Not publicly available |
augmented-gmm-covariance-v3__oJT7wkQGPT-6 Astra · medium | Oct 22, 2026 delivery | No reward · excludedno_reward | HARNESS_ERROR derived | Tokens: 0 Turns: 0 Cost: — | Not publicly available |
augmented-gmm-covariance-v3__3xxQsyTnop@@ | Oct 21, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__4YUfBFJnop@@ | Oct 21, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__76nMY3Aoracle@@ | Oct 21, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__8aKmnykoracle@@ | Oct 21, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__Kb6pMVonop@@ | Oct 21, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__LXdvTnnoracle@@ | Oct 21, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__87mM7qVGPT-6 Astra · medium | Oct 22, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: 4,290 Turns: 13 Cost: — | Not publicly available |
augmented-gmm-covariance-v3__CNzpD9nGPT-6 Astra · medium | Oct 22, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: 4,396 Turns: 14 Cost: — | Not publicly available |
augmented-gmm-covariance-v3__DHwPx7ynop@@ | Oct 22, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__gzWw7HNnop@@ | Oct 22, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__hu7sH7koracle@@ | Oct 22, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__m7rKzYvnop@@ | Oct 22, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__vXDuNbRoracle@@ | Oct 22, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
augmented-gmm-covariance-v3__zQujbs9oracle@@ | Oct 22, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |