# AGROECOL 303: Agroecological Systems: Working Towards Sustainability | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/AGROECOL_303)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
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### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

779b58bf2313cde5d4ac1f049a8fd6bf4e8b62dbd4e50226b30d99f895ebd812

### course id

AGROECOL 303

### course uid

course\_e6cd8abf8ddcc19f093ffbff

### catalog version id

03898eef318fcf093bf08d7345e4475acdb3d89918ca48a848b0ecac5f831e9b

### course number

303

### subjects

* AGROECOL

### title

AGROECOLOGICAL SYSTEMS: WORKING TOWARDS SUSTAINABILITY

### description

Explores in-depth agriculture systems as coupled ecological and social complexities. Examines the components of agricultural systems and analyzes how different ecological and social contexts influence and are influenced by the agricultural system. Explores and analyzes how management decisions (crop breeding, in-crop management, landscape-level, etc.) ramify to influence processes and outcomes at different levels of complexity (e.g., ecosystem, landscape, social well-being, human health, economic) and the socio-ecological tradeoffs that ensue. Develops skills to analyze how the design and implementation of integrated agricultural systems can contribute to solutions for pressing societal challenges such as climate change, biodiversity declines, unsustainable resource use and social inequality.

### requirements text

ENVIR ST/​AGROECOL/​C\&E SOC/​ENTOM  103(or AGRONOMY 103 prior to Fall 2025)

### credits min

3

### credits max

3

### credit offering ids

* 1272:130:026708

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

9b6cce24ad9b3e2395af5832bfdb5535441b230d51dec1dd5eed019435858b59

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Explores agricultural systems as coupled ecological and social complexities, analyzing management impacts and tradeoffs to address societal challenges.

### llm topics

* Coupled ecological and social complexities in agriculture.
* Socio-ecological tradeoffs in agricultural management.
* Societal challenges including climate change, biodiversity, resource use, and inequality.

### llm skills

* Analyze the design and implementation of integrated agricultural systems to address societal challenges.
* Analyze the influence of ecological and social contexts on agricultural systems.
* Analyze the cascading effects of management decisions across complexity levels.

### llm assumed background

* Foundational knowledge of agroecology principles and the ability to analyze agricultural systems through ecological and social lenses.

### llm search phrases

* agroecological systems sustainability
* agricultural ecology social complexity
* integrated agricultural systems design
* socio-ecological tradeoffs agriculture

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

117b9064e339549f31bbff2bd7ec26f17407258b59309ec45ef2ac3357788b39

#### course id

AGROECOL 303

#### current instructors

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            "table": "section_grades_latest",
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        "text": "Recent recorded grades — Fall 2025: 3.77 GPA, 100.0% A/AB (n=11 letter grades). Includes jointly taught sections."
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```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

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#### quick take

Recent recorded grades — Fall 2025: 3.77 GPA, 100.0% A/AB (n=11 letter grades).

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```

#### student experience

None recorded.

#### task hash

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#### teaching history

CLAUDIO GRATTON is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

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```

NICK BALSTER is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
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```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
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    "id": "n0",
    "kind": "course"
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]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

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### offerings

```json
[
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "source_course_id": "026708",
    "source_subject_id": "130",
    "title": "Agroecological Systems: Working Towards Sustainability",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
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    "section_type": "LEC",
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    "capacity": 30,
    "enrolled": 9,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

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    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 64,
      "quality": 3.2,
      "difficulty": 3.45,
      "quality_count": 64,
      "difficulty_count": 64,
      "profile_id": "rmp:262714",
      "source_url": "https://www.ratemyprofessors.com/professor/262714",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:14:06.113894+00:00",
      "courses": {
        "course_0d4cf169ef7d2f1437b00cb6": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_04ccf69fb33982ff8a62a49f": {
          "review_count": 6,
          "quality": 2,
          "difficulty": 3.5,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 3.309448996082523,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/NICK_BALSTER"
  },
  {
    "instructor_uid": "instructor_d55f6c2fabfdbce307754fb4",
    "source": "enrollment",
    "source_instructor_id": "cgratton",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Claudio Gratton",
    "email": "CGRATTON@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 1,
      "quality": 4,
      "difficulty": 2,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:2754007",
      "source_url": "https://www.ratemyprofessors.com/professor/2754007",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:47:56.146540+00:00",
      "courses": {},
      "bayesian_quality": 3.675891222425329,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/CLAUDIO_GRATTON"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AGROECOL 303",
    "course_uid": "course_e6cd8abf8ddcc19f093ffbff",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Claudio Gratton",
      "Nick Balster"
    ],
    "a": 6,
    "ab": 5,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "AGROECOL 303"
    ]
  }
]
```

### statistics

#### gpa

3.773

#### graded

11

#### counts

* 6
* 5
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e6cd8abf8ddcc19f093ffbff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e6cd8abf8ddcc19f093ffbff-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e6cd8abf8ddcc19f093ffbff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e6cd8abf8ddcc19f093ffbff-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_e6cd8abf8ddcc19f093ffbff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_e6cd8abf8ddcc19f093ffbff-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e6cd8abf8ddcc19f093ffbff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e6cd8abf8ddcc19f093ffbff-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.772727272727273

#### count

11

#### departments

| subject  | comparison |
| -------- | ---------- |
| AGROECOL |            |

### terms

#### 1262

##### term

1262

##### gpa

3.772727272727273

##### count

11

##### departments

| subject  | comparison |
| -------- | ---------- |
| AGROECOL |            |

### benchmarks

#### all

##### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

#### terms

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_03ba2dc3206281ae6ceeea4c",
    "name": "CLAUDIO GRATTON",
    "count": 11,
    "terms": [
      {
        "term": "1262",
        "count": 11,
        "sections": 1,
        "gpa": 3.772727272727273
      }
    ]
  },
  {
    "uid": "instructor_5547e51dbd6971d1b1bf9f10",
    "name": "NICK BALSTER",
    "count": 11,
    "terms": [
      {
        "term": "1262",
        "count": 11,
        "sections": 1,
        "gpa": 3.772727272727273
      }
    ]
  }
]
```

## following

| code         | title                |
| ------------ | -------------------- |
| AGROECOL 503 | AGROECOLOGY CAPSTONE |
