# MM\&I 691: First Semester Senior Thesis | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/MM%26I_691)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

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

### built at

2026-09-10T23:19:01.870283+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
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* 1234
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* 1202
* 1194
* 1192
* 1184
* 1182
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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

d2882f24ac7a597c0acf11fbfdbe618c3276736a1611b1f506e1ab01c42eecd6

### course id

MM\&I 691

### course uid

course\_b2f29b91f514bde9bae1cbee

### catalog version id

ece9621f4d1f1348801f30a0a7e8acb85b7becea3ca35654356568b6e4ae1c78

### course number

691

### subjects

* MM\&I

### title

FIRST SEMESTER SENIOR THESIS

### description

First semester independent study with the goal to do the preliminary research to write a senior thesis in Medical Microbiology  Immunology.

### requirements text

Consent of instructor

### credits min

3

### credits max

3

### credit offering ids

* 1272:620:024343

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

ed178f3a0adfad205090eff5144d934dd9a13d61960df7099680a43adb0c55c7

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

MM\&I 691 is a first-semester independent study focused on preliminary research and writing a senior thesis in Medical Microbiology Immunology.

### llm topics

* Medical Microbiology Immunology
* Senior thesis preparation

### llm skills

* Conduct preliminary research for a senior thesis
* Write a senior thesis

### llm assumed background

None recorded.

### llm search phrases

* MM\&I 691 senior thesis
* Medical Microbiology Immunology independent study
* preliminary research thesis

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

aa350ba30a53afb5b0a01eb6460d0778fcdbcc96a8b7d15fc17ceff362e0d748

#### course id

MM\&I 691

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_731d20cba496f8c77ebb0ebd",
    "message": "No course-specific reviews available",
    "name": "Anna Huttenlocher",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1869866",
    "summary": []
  },
  {
    "instructor_uid": "instructor_4d556fe986ce29620bd69299",
    "message": "No course-specific reviews available",
    "name": "Christina Hull",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:975524",
    "summary": []
  },
  {
    "instructor_uid": "instructor_69e77091a62ec7ca1fc82145",
    "message": "No course-specific reviews available",
    "name": "JD Sauer",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_f33bcaf06b4f102a66c179ae",
    "message": "No course-specific reviews available",
    "name": "Jenny Gumperz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2450488",
    "summary": []
  },
  {
    "instructor_uid": "instructor_11dba8bea95ab378d585deb2",
    "message": "No course-specific reviews available",
    "name": "Joseph Dillard",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2035329",
    "summary": []
  },
  {
    "instructor_uid": "instructor_a88d2dca6f2f1d78e378573a",
    "message": "No course-specific reviews available",
    "name": "Judith Smith",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_c5685fad60db7350ca43000f",
    "message": "No course-specific reviews available",
    "name": "Robert Striker",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

None recorded.

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANNA HUTTENLOCHER is recorded teaching in Fall 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MM&I 691",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    }
  ]
}
```

CHRISTINA HULL is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MM&I 691",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "5b9db78d-20e1-3d3e-abfa-763700e18616",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    }
  ]
}
```

JENNY GUMPERZ is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MM&I 691",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "5b9db78d-20e1-3d3e-abfa-763700e18616",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

JUDITH SMITH is recorded teaching in Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MM&I 691",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "5b9db78d-20e1-3d3e-abfa-763700e18616",
      "source_record": {
        "entity_id": "5b9db78d-20e1-3d3e-abfa-763700e18616",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

ROBERT STRIKER is recorded teaching in Fall 2017. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MM&I 691",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5b9db78d-20e1-3d3e-abfa-763700e18616",
      "source_record": {
        "entity_id": "5b9db78d-20e1-3d3e-abfa-763700e18616",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_731d20cba496f8c77ebb0ebd",
    "source": "enrollment",
    "source_instructor_id": "huttenlocher",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Anna Huttenlocher",
    "email": "HUTTENLOCHER@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/ANNA_HUTTENLOCHER"
  },
  {
    "instructor_uid": "instructor_4d556fe986ce29620bd69299",
    "source": "enrollment",
    "source_instructor_id": "cmhull",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Christina Hull",
    "email": "CMHULL@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": {
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      "quality": 4.8,
      "difficulty": 3.6,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:975524",
      "source_url": "https://www.ratemyprofessors.com/professor/975524",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:48:36.955440+00:00",
      "courses": {},
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      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/CHRISTINA_HULL"
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  {
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    "source": "enrollment",
    "source_instructor_id": "sauer3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "JD Sauer",
    "email": "SAUER3@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/JD_SAUER"
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  {
    "instructor_uid": "instructor_f33bcaf06b4f102a66c179ae",
    "source": "enrollment",
    "source_instructor_id": "jegumperz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jenny Gumperz",
    "email": "JEGUMPERZ@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": 5,
      "quality": 4.8,
      "difficulty": 3,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2450488",
      "source_url": "https://www.ratemyprofessors.com/professor/2450488",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:09.948867+00:00",
      "courses": {},
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      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "instructor_url": "/instructors/JENNY_GUMPERZ"
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  {
    "instructor_uid": "instructor_11dba8bea95ab378d585deb2",
    "source": "enrollment",
    "source_instructor_id": "jpdillard",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Joseph Dillard",
    "email": "JPDILLARD@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": {
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      "quality": 3.8,
      "difficulty": 4.2,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2035329",
      "source_url": "https://www.ratemyprofessors.com/professor/2035329",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:23.188743+00:00",
      "courses": {},
      "bayesian_quality": 3.6877486268372763,
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      "prior_weight": 20
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  {
    "instructor_uid": "instructor_a88d2dca6f2f1d78e378573a",
    "source": "enrollment",
    "source_instructor_id": "jsmith27",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Judith Smith",
    "email": "JSMITH27@PEDIATRICS.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/JUDITH_SMITH"
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  {
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    "source_instructor_id": "rtstriker",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Robert Striker",
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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",
    "instructor_url": "/instructors/ROBERT_STRIKER"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:620:024343",
    "course_id": "MM&I 691",
    "course_uid": "course_b2f29b91f514bde9bae1cbee",
    "term_id": "1272",
    "source_course_id": "024343",
    "source_subject_id": "620",
    "title": "First Semester Senior Thesis",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring, Summer"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:18509",
    "term_id": "1272",
    "source_section_id": "18509",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:19199",
    "term_id": "1272",
    "source_section_id": "19199",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20853",
    "term_id": "1272",
    "source_section_id": "20853",
    "identity_basis": "class_number",
    "section_number": "003",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:21655",
    "term_id": "1272",
    "source_section_id": "21655",
    "identity_basis": "class_number",
    "section_number": "005",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:21905",
    "term_id": "1272",
    "source_section_id": "21905",
    "identity_basis": "class_number",
    "section_number": "006",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:30425",
    "term_id": "1272",
    "source_section_id": "30425",
    "identity_basis": "class_number",
    "section_number": "007",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:38014",
    "term_id": "1272",
    "source_section_id": "38014",
    "identity_basis": "class_number",
    "section_number": "008",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 1,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_a8391037e4c2d373c0c818c5",
    "source": "madgrades",
    "source_instructor_id": "3113311",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANNA HUTTENLOCHER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.653,
      "graded": 291,
      "counts": [
        206,
        27,
        32,
        7,
        14,
        3,
        2
      ],
      "sections": 173
    },
    "instructor_url": "/instructors/ANNA_HUTTENLOCHER--instructor_a8391037e4c2d373c0c818c5"
  },
  {
    "instructor_uid": "instructor_cc6e3aa41b67ae3726782663",
    "source": "madgrades",
    "source_instructor_id": "3484097",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT STRIKER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.905,
      "graded": 21,
      "counts": [
        17,
        4,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 66
    },
    "instructor_url": "/instructors/ROBERT_STRIKER--instructor_cc6e3aa41b67ae3726782663"
  },
  {
    "instructor_uid": "instructor_76e5a6b25abc082a295846e0",
    "source": "madgrades",
    "source_instructor_id": "975072",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHRISTINA HULL",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 5,
      "quality": 4.8,
      "difficulty": 3.6,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:975524",
      "source_url": "https://www.ratemyprofessors.com/professor/975524",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:48:36.955440+00:00",
      "courses": {},
      "bayesian_quality": 3.8877486268372765,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 4,
      "graded": 91,
      "counts": [
        91,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 79
    },
    "instructor_url": "/instructors/CHRISTINA_HULL--instructor_76e5a6b25abc082a295846e0"
  },
  {
    "instructor_uid": "instructor_c8e694d305a4394593da9c75",
    "source": "madgrades",
    "source_instructor_id": "6228823",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YUN LIANG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.789,
      "graded": 19,
      "counts": [
        18,
        0,
        0,
        0,
        0,
        0,
        1
      ],
      "sections": 17
    },
    "instructor_url": "/instructors/YUN_LIANG--instructor_c8e694d305a4394593da9c75"
  },
  {
    "instructor_uid": "instructor_ccf93bed1c4b6613324666eb",
    "source": "madgrades",
    "source_instructor_id": "3437621",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN-DEMIAN SAUER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.865,
      "graded": 367,
      "counts": [
        293,
        49,
        25,
        0,
        0,
        0,
        0
      ],
      "sections": 84
    },
    "instructor_url": "/instructors/JOHN-DEMIAN_SAUER--instructor_ccf93bed1c4b6613324666eb"
  },
  {
    "instructor_uid": "instructor_e58d5a6a1ab8bced66822f19",
    "source": "madgrades",
    "source_instructor_id": "4956259",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUDITH SMITH",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.75,
      "graded": 2,
      "counts": [
        1,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 38
    },
    "instructor_url": "/instructors/JUDITH_SMITH--instructor_e58d5a6a1ab8bced66822f19"
  },
  {
    "instructor_uid": "instructor_47524911fdc65d62321c9255",
    "source": "madgrades",
    "source_instructor_id": "3675596",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JENNY GUMPERZ",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 5,
      "quality": 4.8,
      "difficulty": 3,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2450488",
      "source_url": "https://www.ratemyprofessors.com/professor/2450488",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:09.948867+00:00",
      "courses": {},
      "bayesian_quality": 3.8877486268372765,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.715,
      "graded": 704,
      "counts": [
        541,
        45,
        62,
        22,
        21,
        11,
        2
      ],
      "sections": 73
    },
    "instructor_url": "/instructors/JENNY_GUMPERZ--instructor_47524911fdc65d62321c9255"
  },
  {
    "instructor_uid": "instructor_11dba8bea95ab378d585deb2",
    "source": "enrollment",
    "source_instructor_id": "jpdillard",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Joseph Dillard",
    "email": "JPDILLARD@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": 5,
      "quality": 3.8,
      "difficulty": 4.2,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2035329",
      "source_url": "https://www.ratemyprofessors.com/professor/2035329",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:23.188743+00:00",
      "courses": {},
      "bayesian_quality": 3.6877486268372763,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JOSEPH_DILLARD"
  },
  {
    "instructor_uid": "instructor_4d556fe986ce29620bd69299",
    "source": "enrollment",
    "source_instructor_id": "cmhull",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Christina Hull",
    "email": "CMHULL@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": 5,
      "quality": 4.8,
      "difficulty": 3.6,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:975524",
      "source_url": "https://www.ratemyprofessors.com/professor/975524",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:48:36.955440+00:00",
      "courses": {},
      "bayesian_quality": 3.8877486268372765,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/CHRISTINA_HULL"
  },
  {
    "instructor_uid": "instructor_69e77091a62ec7ca1fc82145",
    "source": "enrollment",
    "source_instructor_id": "sauer3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "JD Sauer",
    "email": "SAUER3@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/JD_SAUER"
  },
  {
    "instructor_uid": "instructor_731d20cba496f8c77ebb0ebd",
    "source": "enrollment",
    "source_instructor_id": "huttenlocher",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Anna Huttenlocher",
    "email": "HUTTENLOCHER@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/ANNA_HUTTENLOCHER"
  },
  {
    "instructor_uid": "instructor_a88d2dca6f2f1d78e378573a",
    "source": "enrollment",
    "source_instructor_id": "jsmith27",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Judith Smith",
    "email": "JSMITH27@PEDIATRICS.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/JUDITH_SMITH"
  },
  {
    "instructor_uid": "instructor_c5685fad60db7350ca43000f",
    "source": "enrollment",
    "source_instructor_id": "rtstriker",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Robert Striker",
    "email": "RTSTRIKER@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_STRIKER"
  },
  {
    "instructor_uid": "instructor_f33bcaf06b4f102a66c179ae",
    "source": "enrollment",
    "source_instructor_id": "jegumperz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jenny Gumperz",
    "email": "JEGUMPERZ@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": 5,
      "quality": 4.8,
      "difficulty": 3,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2450488",
      "source_url": "https://www.ratemyprofessors.com/professor/2450488",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:09.948867+00:00",
      "courses": {},
      "bayesian_quality": 3.8877486268372765,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JENNY_GUMPERZ"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MM&I 691",
    "course_uid": "course_b2f29b91f514bde9bae1cbee",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Anna Huttenlocher",
      "Robert Striker"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "MM&I 691"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MM&I 691",
    "course_uid": "course_b2f29b91f514bde9bae1cbee",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Anna Huttenlocher"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "MM&I 691"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MM&I 691",
    "course_uid": "course_b2f29b91f514bde9bae1cbee",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Christina Hull",
      "YUN LIANG"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "MM&I 691"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MM&I 691",
    "course_uid": "course_b2f29b91f514bde9bae1cbee",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "JOHN-DEMIAN SAUER",
      "Judith Smith"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "MM&I 691"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MM&I 691",
    "course_uid": "course_b2f29b91f514bde9bae1cbee",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Jenny Gumperz"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "MM&I 691"
    ]
  }
]
```

### statistics

#### graded

0

#### counts

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

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b2f29b91f514bde9bae1cbee-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b2f29b91f514bde9bae1cbee-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b2f29b91f514bde9bae1cbee-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b2f29b91f514bde9bae1cbee-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b2f29b91f514bde9bae1cbee-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b2f29b91f514bde9bae1cbee-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.
