# AAE 375: Special Topics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/AAE_375)

## 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
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### 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

dc159981b8cafc9036f578f3b3b93d42e3bd51029def3916e4a641693e7528d6

### course id

AAE 375

### course uid

course\_0607040227fada7d8a322a22

### catalog version id

74143ad8d8d265c802d7020f2c1ef1d7fb1cd518719fc02c13873fbc8b427017

### course number

375

### subjects

* AAE

### title

SPECIAL TOPICS

### description

Special topics on contemporary issues relevant to agricultural and applied economics.

### requirements text

None

### credits min

1

### credits max

4

### credit offering ids

* 1272:108:000347.36

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

50a0778fb44d4e3dda6049f0d310483c2394e3ec03140557cb6df08d15ec189a

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

AAE 375 covers special topics on contemporary issues relevant to agricultural and applied economics.

### llm topics

* Contemporary issues in agricultural and applied economics

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* agricultural economics special topics
* applied economics contemporary issues
* AAE 375 special topics

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

58722265993c81774e95ff7ad96fed23ee42e840a42ae6863dea860132f14b47

#### course id

AAE 375

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Brian Gould: The course involves Excel modeling, which one reviewer found useful and educational despite the instructor's lack of support.

```json
{
  "citations": [
    {
      "instructor_name": "Brian Gould",
      "review_date": "2018-11-14 20:30:12 +0000 UTC",
      "review_id": "13cd1de39ee25ffb35155fd2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1544488",
      "source_review_id": "UmF0aW5nLTMwNzI4NjE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1544488",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Brian Gould: Brian Gould taught an Excel Modeling class that reviewers found useful but criticized for poor accessibility and lack of student support. Reviewers reported he was hard to reach and rarely responded to questions despite the online format.

```json
{
  "citations": [
    {
      "instructor_name": "Brian Gould",
      "review_date": "2018-11-14 20:30:12 +0000 UTC",
      "review_id": "13cd1de39ee25ffb35155fd2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1544488",
      "source_review_id": "UmF0aW5nLTMwNzI4NjE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1544488",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Historical reviews of Brian Gould, Sarah Johnston: Reviews present a stark contrast: one instructor is described as unhelpful and hard to reach, while another is praised as informative, organized, and caring.

```json
{
  "citations": [
    {
      "instructor_name": "Brian Gould",
      "review_date": "2018-11-14 20:30:12 +0000 UTC",
      "review_id": "13cd1de39ee25ffb35155fd2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1544488",
      "source_review_id": "UmF0aW5nLTMwNzI4NjE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1544488",
      "type": "review"
    },
    {
      "instructor_name": "Sarah Johnston",
      "review_date": "2019-05-07 16:50:09 +0000 UTC",
      "review_id": "13a2e37c0a6177561b2cb91e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2490321",
      "source_review_id": "UmF0aW5nLTMxNzk3NTI1",
      "source_url": "https://www.ratemyprofessors.com/professor/2490321",
      "type": "review"
    }
  ]
}
```

#### student experience

Historical reviews of Sarah Johnston: Students may find the class highly recommended and enjoyable when taught by an instructor who cares about student success and is well-informed about the topic.

```json
{
  "citations": [
    {
      "instructor_name": "Sarah Johnston",
      "review_date": "2019-05-07 16:50:09 +0000 UTC",
      "review_id": "13a2e37c0a6177561b2cb91e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2490321",
      "source_review_id": "UmF0aW5nLTMxNzk3NTI1",
      "source_url": "https://www.ratemyprofessors.com/professor/2490321",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

None recorded.

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:108:000347.36",
    "course_id": "AAE 375",
    "course_uid": "course_0607040227fada7d8a322a22",
    "term_id": "1272",
    "source_course_id": "000347.36",
    "source_subject_id": "108",
    "title": "Classroom Consulting",
    "credits_min": 1,
    "credits_max": 4,
    "typically_offered": "Fall, Spring, Summer"
  }
]
```

### sections

None recorded.

### grade instructors

None recorded.

### grades

None recorded.

### statistics

#### graded

0

#### counts

* 0
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0607040227fada7d8a322a22-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0607040227fada7d8a322a22-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0607040227fada7d8a322a22-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0607040227fada7d8a322a22-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_0607040227fada7d8a322a22-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0607040227fada7d8a322a22-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0607040227fada7d8a322a22-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0607040227fada7d8a322a22-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.
