12-minute sprint
Best for: single-period lessons
4 minutes silent read and calculation check; 4 minutes structured verbal review; 4 minutes author revision plan.
Free printable classroom resource
Help students test whether a recommendation is supported before they polish the presentation. Review the comparison, numbers, reasoning, responsibility, and next revision—not who earned the highest simulated profit.
Interactive evaluation lab
Evaluate a peer's experimental comparison and generate a structured audit trail with actionable feedback and author revisions.
Direct answer
Students should first restate the author's decision question and main claim. They then inspect whether the baseline and comparison changed only one important factor, verify the units and one key calculation, trace the claim to recorded evidence, and look for a missing tradeoff, stakeholder, constraint, or model limitation. The review ends with one precise strength, one question, and one feasible next action.
This protocol separates feedback from grading. A peer does not rewrite the recommendation or assign a score. The author decides what to accept, records why, and owns every correction. That makes feedback useful evidence of revision while preserving individual accountability.
Standardized peer audits
When peers audit experimental claims against the C-U-E-R-L checklist, they can launch identical starting conditions using 1-click classroom scenario launch codes. Standardized setups allow reviewers to re-run baselines and independently verify calculations across all 18 business simulators.
If a team cannot show comparable records, pause the review. Use the evidence portfolio to reconstruct settings and results, or run a cleaner comparison. Peers cannot evaluate a causal claim from memory, an unlabeled screenshot, or a final score alone.
Remove student surnames, account details, private messages, or other personal information before exchanging work. The simulations require no student account.
Teacher-ready timing
Best for: single-period lessons
4 minutes silent read and calculation check; 4 minutes structured verbal review; 4 minutes author revision plan.
Best for: multi-team projects
10 minutes rotating evidence review; 5 minutes debrief conference; 10 minutes written revision record.
Best for: presentation preparation
3 minutes presentation; 3 minutes oral defense challenge; 4 minutes revision before final delivery.
Printable student page 1
Decision question:
Primary claim:
C-U-E-R-L evidence checklist:
| Check | Yes | Partial | Missing |
|---|---|---|---|
| C: Baseline and test changed only one input; all other settings matched. | |||
| U: Metrics have clear units and spot-check calculations are accurate. | |||
| E: Claim traces directly to recorded run metrics. | |||
| R: A material tradeoff, stakeholder, or constraint is addressed. | |||
| L: The wording acknowledges uncertainty and model limits. |
One evidence-based strength:
One question the author must answer:
One feasible next test or revision:
Printable student page 2
Feedback item selected:
Reason for this decision:
Exact change I will make:
How I will verify the change:
☐ rerun comparison ☐ recalculate math ☐ relabel evidence ☐ narrow claim ☐ add tradeoff/guardrail
Individual accountability check:
My strongest evidence is __________ because __________.
The most important limitation or boundary is __________ because __________.
Show one vague comment and revise it aloud into a code, location, reason, and action. Require reviewers to point to an artifact rather than judging effort, ability, or personality.
Rotate author, evidence checker, calculation checker, and responsibility challenger. Permit written, spoken, or teacher-scribed feedback. Give students private processing time before a team response.
Ask which evidence or requirement would settle the question. If disagreement concerns law, safety, privacy, accessibility, or another high-impact issue, pause the recommendation and use an authoritative source or qualified review.
Review the decision question, comparability of runs, accuracy of calculations, connection between claim and evidence, important tradeoffs, responsible constraints, model limitations, and the proposed revision.
A checkpoint review can take about 12 minutes. A fuller gallery review with written feedback and revision planning takes about 25 minutes.
Usually no. Peers should identify evidence strengths, ask specific questions, and suggest a testable next action. The teacher remains responsible for grading.
The reviewer should name the input, unit, formula, or arithmetic step to recheck without silently replacing the author's work. The author verifies and documents the correction.
Yes. Teams can exchange printed claim-and-evidence records, rotate paper stations, or have a reader present results aloud while a recorder captures feedback.
Follow the complete assessment and feedback sequence, starting with the copy-ready assignment or three-session project. Set assistance, attribution, and privacy expectations with the academic integrity and responsible AI guide. Organize comparable artifacts in the evidence portfolio, collect individual thinking in the reflection journal, and use the teacher observation and conference toolkit during investigation. Apply the 16-point rubric after students revise.