Special Topics in Human Factors Engineering

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

1 / 5

Historical reviews of Ranjana Mehta: Assignments lacked instructions or rubrics, and feedback was described as subjective, creating confusion regarding expectations and grading criteria.

Grade history

average GPA
letter grades
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Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
ISYE/PSYCH 859

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree
  • Graduate/professional standing

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

Historical reviews of Ranjana Mehta: Ranjana Mehta received a low quality rating for unclear assignments, subjective feedback, and unprofessional conduct, including missing class. Reviewers reported incorrect information and inappropriate emails regarding student participation.

RANJANA MEHTA is recorded teaching in Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

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SectionModeEnrolled / capacityWaitlist

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections.

Meeting source records

No records available.

Student experience

the class

A historical review of Ranjana Mehta's course describes significant instructional failures, including incorrect information, missing assignment details, and unprofessional conduct.

Recent recorded grades — Fall 2023: 3.58 GPA, 83.3% A/AB (n=12 letter grades); Spring 2025: 3.91 GPA, 95.5% A/AB (n=22 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=6 letter grades).

difficulty & workload

Historical reviews of Ranjana Mehta: Assignments lacked instructions or rubrics, and feedback was described as subjective, creating confusion regarding expectations and grading criteria.

Historical reviews of Ranjana Mehta: Students reported frustration with subjective feedback, inappropriate emails discouraging participation, and an unexcused class absence by the instructor.

Grades

Latest available · Fall 2025— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Fall 2025

More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

Observations at scan time; dates do not imply when a catalog change took effect.

Selected offering source records

No offering records for the selected term.

Raw records
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Student reviews

Original comments behind the course and instructor summaries.

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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

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Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "e475cfb31f29c47e4ba3ab85854672a6f6aba80970ed74344c4b8dd5aae15f54",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}