# Week 07 commitment

State: UNCONFIRMED. Owner: Peter Ciancaglini. [Specification](./specs.md)

Start date: not set. End date: not set. Available hours: confirm (planned ceiling 10).
Primary outcome: measured extraction agent.
Minimum that keeps the next gate alive: the F1 table, whatever it says.

## Deliverables to commit

- [ ] `extraction-runbook.md`: Invalid JSON, absent values and unsupported evidence fail visibly.
- [ ] `evaluation-protocol.md`: Each field has counts and scoring rules; development scores are not called held-out performance.
- [ ] `error-analysis.md`: Unchanged held-out data and a backend decision with quality/cost evidence are recorded.
- [ ] Bounded learning exercise and personal teach-back.
- [ ] Evidence-backed branding and opportunity pack.
- [ ] Sunday review and next physical action.

## Proposed calendar

| Day | Minutes | Physical action / outcome | Actual slot | Done |
|---|---:|---|---|---|
| Mon | 90 | Implement schema-constrained extraction with provenance and fake/API/local adapters; smoke-test five development papers and log model/prompt versions. | Not set | [ ] |
| Tue | 90 | Michaelis-Menten fitted in Python to a public dataset | Not set | [ ] |
| Wed | 90 | Implement field-specific precision/recall/F1, numeric unit/tolerance checks and provenance correctness on frozen paper-level splits. Last ten minutes: optional note. | Not set | [ ] |
| Thu | 90 | A simple Bayesian regression in PyMC or numpyro on titer data Include relevant founder-paper work within this block. | Not set | [ ] |
| Fri | 90 | Inspect five worst fields, make one development-only revision, compare before/after, and choose a documented per-field floor and cost budget for scale-up. | Not set | [ ] |
| Sat | 90 | Resolve critical spillover; long-form draft if due; sandbox only if done. | Not set | [ ] |
| Sun | 60 | Build log, evidence, gap review, next actions. | Not set | [ ] |

## Dependency and capacity check

- Missing essential inputs: not yet inspected.
- Human/external dependency, owner and expected date: not yet inspected.
- Week-specific constraint: The original gold set cannot be repeatedly tuned on and still serve as an untouched test set. Report prompt-development and final evaluation sets separately.
- Existing session authorization for external actions or spending: not assessed; local planning only at scaffold creation.
- Scope to cut first: optional polish/additional examples; preserve scientific validity.
- If the forecast exceeds available time: record a concrete reduced scope or revised delivery proposal before committing.

Peter's commitment / adjustments: pending.
Reviewing model and date: pending.