Fall 2026

Reproducibility Crises and Open Science in Environmental Studies

Examines the reproducibility crisis and open science in environmental studies through critical analysis of Western science.

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

Summary

Recent recorded grades — Fall 2023: 3.83 GPA, 83.3% A/AB (n=6 letter grades).

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Prerequisites

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Junior standing

  • Junior standing
ENVIRST 613

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  • Junior standing

Professors

Fall 2026

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Calendar & sections

Fall 2026

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Student experience

the class

Recent recorded grades — Fall 2023: 3.83 GPA, 83.3% A/AB (n=6 letter grades).

difficulty & workload

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Topics

  • Reproducibility crisis
  • Open science
  • Scientific integrity
  • Ecological research

Skills

  • Critical examination of scientific strengths and weaknesses
  • Analysis of open science practices
  • Interdisciplinary analysis of reproducibility and integrity

Grades

Latest available · Fall 2023— not enough history to project Fall 2026.

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letter grades
Instructor

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Sources & history

UW–Madison

Catalog & offerings

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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": "131362b2eb9d28cc192a6030c75cc3b196fdc6a8bcb3ff98ac99aad1360cbac6",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}