Revise a cross-system recommendation without losing its history
Retain an original plan, mixed evidence and a reviewer-driven revision with a changed boundary.
Learning outcome: Retain an original plan, mixed evidence and a reviewer-driven revision with a changed boundary.
Starting recap
Use balances, causal comparisons, environmental mechanisms and explicit evidence limits from all nine topic categories.
All lessons are open directly. Your saved experiments remain when you leave and return.
Try
At 100 MWh/year and 0.4 t CO₂/MWh, operational emissions are 40 and declared total 50 t/year versus reference 60.
Open the experimentPredict
Does a lower operational footprint guarantee a lower declared lifecycle footprint?
Experiment
Compare 125 MWh/year at intensities 0.3 and 0.5. Preserve equal-service assumptions, rank the alternatives under both boundaries and identify which policy question needs separate evidence.
Compare a changed service boundary
Worked teaching model · synthetic values · Original reference demand 150 MWh/year at 0.4 t CO₂/MWh. Alternative uses selected demand and grid intensity plus assigned 10 t CO₂/year of other lifecycle emissions. Reference other emissions assigned zero. Fixed equal service is a hypothesis, not a verified fact; no financial or legal advice.
Reset keeps your prediction, captures and practice history.
| Quantity | Value | Unit |
|---|---|---|
| Reference operational emissions | 60 | t CO₂/year |
| Alternative operational emissions | 40 | t CO₂/year |
| Alternative other lifecycle allocation | 10 | t CO₂/year |
| Alternative declared total | 50 | t CO₂/year |
| Avoided operational emissions | 20 | t CO₂/year |
| Avoided declared-total emissions | 10 | t CO₂/year |
A narrower boundary can reverse an apparent advantage.
Compare equivalent delivered service, time horizon, upstream impacts and affected communities before recommending a proposal. These stipulated emissions do not establish compliance, cost effectiveness, biodiversity benefit or personal health risk.
Predict, change one control, and save contrasting captures. Reconstruct the balance with units; then explain a process the ledger deliberately leaves out. Display precision is not measurement precision.
A narrower boundary can reverse an apparent advantage.
Compare equivalent delivered service, time horizon, upstream impacts and affected communities before recommending a proposal. These stipulated emissions do not establish compliance, cost effectiveness, biodiversity benefit or personal health risk.
Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.
Understand
Apply
Public practice checks a specific claim. It does not establish independent mastery.
Identify a changed-case result that would reverse your recommendation. Retain the first response and explain the revision rather than overwrite it.
Continue
Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.
Skipping retains experiments and awards no mastery.
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