Sample fallback report

Instructional Intelligence Report

Annotated Bibliography - ENG 111, Module 4

Ready with targeted revisions

89/100

Overall Instructional Intelligence Score

94%

Learning Objective Alignment

Analyze

Bloom's Taxonomy Level

88%

Academic Rigor

91%

Rubric Alignment

82%

Assessment Coverage

5

AI Recommendations

Bloom's Taxonomy Distribution

AR3 estimates the cognitive demand represented across the assignment and rubric.

Remember5%
Understand12%
Apply22%
Analyze31%
Evaluate24%
Create6%

Learning Objective Coverage

ObjectiveCoverage
CLO 2Evaluate sources for credibility, relevance, and biasEvidence: Assignment instructions and rubric criteria provide observable evidence for this objective.96%
CLO 3Synthesize multiple perspectives in a researched argumentEvidence: Assignment instructions and rubric criteria provide observable evidence for this objective.88%
CLO 5Demonstrate command of standard written EnglishEvidence: Assignment instructions and rubric criteria provide observable evidence for this objective.71%
CLO 1Apply rhetorical strategies to academic writing situationsEvidence: Assignment instructions and rubric criteria provide observable evidence for this objective.58%
CLO 4Revise drafts using peer and instructor feedbackEvidence: Original instructions do not require peer or instructor feedback before final submission.22%

Strengths

  • Strong source-evaluation foundationEvidence: Students evaluate credibility, relevance, and usefulness for five sources.Impact: The assignment supports early research preparation in a 100-level writing course.Recommendation: Retain source-evaluation expectations in the revised prompt.
  • Appropriate course-level rigorEvidence: The task asks students to summarize and evaluate sources before composing an argument.Impact: Students can build research readiness without being overloaded by final-paper demands.Recommendation: Use the assignment as a bridge into the researched argument.
  • Relevant rubric categoriesEvidence: The rubric includes source credibility, depth of discussion, citation, and mechanics.Impact: Students receive signals about both research quality and academic writing conventions.Recommendation: Keep these categories while making synthesis and revision more measurable.

High-priority issues

  • CLO 4 is weakly assessedEvidence: No revision cycle is required in the original assignment instructions.Impact: Students may not demonstrate revision using peer or instructor feedback.Recommendation: Add peer review, instructor comments, and a revised submission.
  • Synthesis language is vagueEvidence: The rubric names cohesiveness but does not define measurable synthesis behaviors.Impact: Faculty may not be able to score source integration consistently.Recommendation: Add descriptors for comparing viewpoints and connecting sources to the research question.
  • Create-level demand is limitedEvidence: Students annotate sources but are not asked to defend a research question or claim.Impact: The task may stop short of preparing students for original argument development.Recommendation: Require a short reflective memo defending the research question or emerging thesis.

Medium-priority issues

  • Rhetorical vocabulary needs scaffoldingEvidence: CLO 1 references rhetorical strategies, but the prompt does not name key concepts.Impact: Students may not know how to apply rhetorical analysis to source selection.Recommendation: Add a glossary or low-stakes practice activity for ethos, pathos, logos, and kairos.
  • Transfer to final argument could be clearerEvidence: The prompt asks how sources may support the final paper but does not require comparison.Impact: Students may treat annotations as isolated summaries.Recommendation: Require a synthesis statement that explains how sources work together.

Recommendations

Each recommendation includes the reason faculty can review before applying.

View Assessment Package
High Priority

Add a revision component tied to CLO 4.

Reason: Current assignment ends at submission. Add peer review, instructor comments, and a revised draft so revision is directly assessed.

Expected impact: Improves objective coverage and scoring evidence.

High Priority

Scaffold rhetorical analysis vocabulary.

Reason: Add a one-page glossary or low-stakes practice activity for ethos, pathos, logos, and kairos.

Expected impact: Improves objective coverage and scoring evidence.

Medium Priority

Tighten the rubric's synthesis criterion.

Reason: Replace vague language with measurable indicators such as naming authors, comparing viewpoints, and connecting sources to the research question.

Expected impact: Improves clarity, accessibility, or transfer to the final researched argument.

Medium Priority

Strengthen Create-level demand.

Reason: Require students to defend an original research question or thesis statement in a short reflective memo.

Expected impact: Improves clarity, accessibility, or transfer to the final researched argument.

Low Priority

Add an accessibility note to instructions.

Reason: Offer instructions in both HTML and plain-text formats and include captioned walkthrough support.

Expected impact: Improves clarity, accessibility, or transfer to the final researched argument.