execution-plan/weeks/week-11-fermlit-dataset-engineering/commitment.md · UPDATED 2026-09-16

Week 11 commitment

3 parts413 words 6 checkboxes — tick them, they save to the file

State: UNCONFIRMED. Owner: Peter Ciancaglini. Specification

Start date: not set. End date: not set. Available hours: confirm (planned ceiling 10). Primary outcome: fermlit dataset engineering. Minimum that keeps the next gate alive: normalized dataset export.

Deliverables to commit

normalization-audit.md: Conversions have dimensions and assumptions; incompatible percent values are not silently converted to g/L.
analysis-plan.md: Exploratory versus planned analyses are distinguished before significance claims.
dataset-card-draft.md: A small reload check reproduces row counts and schema; redistribution terms are justified.
Bounded learning exercise and personal teach-back.
Evidence-backed branding and opportunity pack.
Sunday review and next physical action.

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Proposed calendar

Day	Minutes	Physical action / outcome	Actual slot	Done
Mon	90	Normalize supported concentration/yield units, taxonomy identifiers and duplicates while preserving original strings and provenance.	Not set	[ ]
Tue	90	kLa estimated from IndPenSim DO data	Not set	[ ]
Wed	90	Formalize completeness questions and comparison groups; predefine effect sizes and the multiple-testing family for week 14. Last ten minutes: optional note.	Not set	[ ]
Thu	90	BO on the simulator's feed profile Include relevant founder-paper work within this block.	Not set	[ ]
Fri	90	Export versioned data and draft the dataset card, known limitations and per-source rights assessment.	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	[ ]

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Dependency and capacity check

Missing essential inputs: not yet inspected.
Human/external dependency, owner and expected date: not yet inspected.
Week-specific constraint: DO time series alone generally do not identify kLa without other information. The study exercise must document identifiability and assumptions or report that estimation is unsupported.
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.

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