# CNSRSCI 501: Special Topics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/CNSRSCI_501)

## 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

15d10b749e5df1a0815518dbac4b0e85837beb5ed12e5ad9e2b26c2154f627ea

### course id

CNSRSCI 501

### course uid

course\_1385b5e0c98ed8c94e377694

### catalog version id

a1e5fcaa8b9005d35c09498cbe260ba00f56dfff664bf213c6616501d8f88cb5

### course number

501

### subjects

* CNSRSCI

### title

SPECIAL TOPICS

### description

Specialized subject matter of current interest.

### requirements text

None

### credits min

1

### credits max

3

### credit offering ids

* 1272:271:004642
* 1272:271:004642.58
* 1272:271:004642.60
* 1272:271:004642.61

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

9a294d2e91afd757faf3de1b2ce3d87fd23f5c25554c8c85251cb36d40092f76

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

CNSRSCI 501 covers specialized subject matter of current interest.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* CNSRSCI 501 special topics
* current interest research
* specialized subject matter

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

d5cfb3b7ffae53d42f096577c67b239ca5357861f7be7ce9c064ed55aa606a52

#### course id

CNSRSCI 501

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_73d012f2e68b1a34d9ab3442",
    "message": "No course-specific reviews available",
    "name": "Amanda Kozlowski",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3126675",
    "summary": []
  },
  {
    "instructor_uid": "instructor_4d9a232a01a884ae72cd86cd",
    "message": "No course-specific reviews available",
    "name": "Linda Francetic Lepe",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_fbee16e831b45e03a2df1535",
    "message": "No course-specific reviews available",
    "name": "Robert Bowhan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

Historical reviews of Fenaba Addo: The material is statistics-heavy, and the scope of assignments and case studies was reported as vague.

```json
{
  "citations": [
    {
      "instructor_name": "Fenaba Addo",
      "review_date": "2015-12-16 15:07:03 +0000 UTC",
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      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Fenaba Addo describe her as passionate but ineffective at communicating complex statistical material to lower-level students. Reviewers cited inconsistent grading, vague assignments, and poor speaking skills, noting they learned more from peers than from her instruction.

```json
{
  "citations": [
    {
      "instructor_name": "Fenaba Addo",
      "review_date": "2015-12-16 15:07:03 +0000 UTC",
      "review_id": "e8bc3d3f5d40a76392cfc1a0",
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      "source_url": "https://www.ratemyprofessors.com/professor/2044855",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

The course is stats-heavy with vague assignments, and the historical instructor struggled with communication and grading consistency.

```json
{
  "citations": [
    {
      "instructor_name": "Fenaba Addo",
      "review_date": "2015-12-16 15:07:03 +0000 UTC",
      "review_id": "e8bc3d3f5d40a76392cfc1a0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2044855",
      "source_review_id": "UmF0aW5nLTI1NzI2MDI5",
      "source_url": "https://www.ratemyprofessors.com/professor/2044855",
      "type": "review"
    }
  ]
}
```

#### student experience

Historical reviews of Fenaba Addo: Students learned more from classmates than the instructor, who was described as a poor speaker with inconsistent grading.

```json
{
  "citations": [
    {
      "instructor_name": "Fenaba Addo",
      "review_date": "2015-12-16 15:07:03 +0000 UTC",
      "review_id": "e8bc3d3f5d40a76392cfc1a0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2044855",
      "source_review_id": "UmF0aW5nLTI1NzI2MDI5",
      "source_url": "https://www.ratemyprofessors.com/professor/2044855",
      "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

```json
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    "source_instructor_id": "aekozlowski",
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    "name": "Amanda Kozlowski",
    "email": "AEKOZLOWSKI@WISC.EDU",
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    "source": "enrollment",
    "source_instructor_id": "franceticlep",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Linda Francetic Lepe",
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    "source": "enrollment",
    "source_instructor_id": "rsbowhan",
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    "identity_status": "source_identified",
    "name": "Robert Bowhan",
    "email": "RSBOWHAN@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",
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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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    "course_id": "CNSRSCI 501",
    "course_uid": "course_1385b5e0c98ed8c94e377694",
    "term_id": "1272",
    "source_course_id": "004642",
    "source_subject_id": "271",
    "title": "Special Topics",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  },
  {
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    "title": "FINRA SIE® Exam Preparation",
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    "title": "Trends in Sport, Ent, Wellness",
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    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
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    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 25,
    "enrolled": 12,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
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    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 30,
    "enrolled": 29,
    "waitlisted": 0,
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    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
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    "instructor_url": "/instructors/LINDA_FRANCETIC_LEPE"
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  {
    "instructor_uid": "instructor_fbee16e831b45e03a2df1535",
    "source": "enrollment",
    "source_instructor_id": "rsbowhan",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Robert Bowhan",
    "email": "RSBOWHAN@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",
    "instructor_url": "/instructors/ROBERT_BOWHAN"
  }
]
```

### grades

None recorded.

### statistics

#### graded

0

#### counts

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

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1385b5e0c98ed8c94e377694-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1385b5e0c98ed8c94e377694-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1385b5e0c98ed8c94e377694-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1385b5e0c98ed8c94e377694-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_1385b5e0c98ed8c94e377694-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1385b5e0c98ed8c94e377694-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1385b5e0c98ed8c94e377694-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1385b5e0c98ed8c94e377694-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1385b5e0c98ed8c94e377694-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1385b5e0c98ed8c94e377694-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.