# Week 12 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: endorsement and hybrid model.
Minimum that keeps the next gate alive: the three endorsement messages.

## Deliverables to commit

- [ ] `endorsement-route.md`: Three specific messages are ready; record actual sending and replies only if performed.
- [ ] `hybrid-design.md`: Mechanistic, pure ML and hybrid feature/target definitions are explicit.
- [ ] `experiment-matrix.csv`: A smoke run validates split isolation; full results may finish in week 17.
- [ ] 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 | Prepare three endorsement/collaboration routes with verified category eligibility, paper summaries and the best available evidence link. | Not set | [ ] |
| Tue | 90 | Glossary: CPP, CQA, design space, golden batch, in your words | Not set | [ ] |
| Wed | 90 | Fit a mechanistic baseline and residual GBM using training data and information available at prediction time; compare on ten training batches. Last ten minutes: optional note. | Not set | [ ] |
| Thu | 90 | SINDy recovers Monod from simulator data Include relevant founder-paper work within this block. | Not set | [ ] |
| Fri | 90 | Build the 5/10/20/50-batch, five-seed learning-curve harness with fixed held-out groups and feasible data counts. | 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: Fitting mechanistic parameters to a full held-out trajectory leaks future labels. SINDy needs an appropriate function library and identifiability check; recovering exact Monod kinetics is an experiment, not a guaranteed study outcome.
- 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.