Fall 2026

Seminar-topics in Demography and Ecology

Advanced study of selected topics related to population and society, including health and inequality across the life course, environmental and spatial demography, and biodemography.

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

Summary

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Recent recorded grades — Fall 2022: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Fall 2023: 3.79 GPA, 94.1% A/AB (n=17 letter grades); Spring 2026: 3.94 GPA, 100.0% A/AB (n=24 letter grades).

Grade history

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average GPA
letter grades
A
AB
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BC
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Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
C&ESOC/SOC 971

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

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

Calendar & sections

Fall 2026

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SectionModeEnrolled / capacityWaitlist

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Meeting source records

No records available.

Student experience

the class

Recent recorded grades — Fall 2022: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Fall 2023: 3.79 GPA, 94.1% A/AB (n=17 letter grades); Spring 2026: 3.94 GPA, 100.0% A/AB (n=24 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Health and inequality across the life course
  • Environmental and spatial demography
  • Biodemography

Grades

Latest available · Spring 2026— 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 Spring 2026

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

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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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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "25fbcc662b69b065459f96db00a242626419668f131b3a03a8730a48607010bd",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}