# LSC 699: Special Problems | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LSC_699)

## 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

0b736e9882785f96bd1a7039abe9840e5dff40841e56b48f44eb2d58be880cc0

### course id

LSC 699

### course uid

course\_977ad68e097cc9faeee512b9

### catalog version id

8117a55806ad282f6a2ebb923e37c50b85959eb4e9999b3569e1fb216c0e136e

### course number

699

### subjects

* LSC

### title

SPECIAL PROBLEMS

### description

Individual advanced work in an area of Life Sciences Communication under the direct guidance of a faculty member.

### requirements text

Consent of instructor

### credits min

1

### credits max

4

### credit offering ids

* 1272:120:000634

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

a8326f9acb7b5e365a5750bd4d1f64d856135ad4f840227d2dede9d34b9b9106

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LSC 699 is a special problems course allowing for individual advanced work in Life Sciences Communication under faculty guidance.

### llm topics

* Life Sciences Communication

### llm skills

* Advanced research and independent study in Life Sciences Communication

### llm assumed background

None recorded.

### llm search phrases

* LSC 699 independent study
* Life Sciences Communication special problems
* graduate research LSC faculty guidance

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

cbb462e4ad30f4d697e7d2308bb361ad96eb6c23aa94259014181e5af375a3f6

#### course id

LSC 699

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_b667bc2ac1bf8983a999e4c0",
    "message": "No course-specific reviews available",
    "name": "Bret Shaw",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_5379a7cc3c50656de8effe72",
    "message": "No course-specific reviews available",
    "name": "Dominique Brossard",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:575191",
    "summary": []
  },
  {
    "instructor_uid": "instructor_bf40981dbe8a3e9fa580dee5",
    "message": "No course-specific reviews available",
    "name": "Kaiping Chen",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2697891",
    "summary": [
      {
        "citations": [
          {
            "course_id": "LSC 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
            "source_record": {
              "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 3.50 GPA, 100.0% A/AB (n=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_da97d308c515cf7827d49ec7",
    "message": "No course-specific reviews available",
    "name": "Michael Xenos",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:764795",
    "summary": []
  },
  {
    "instructor_uid": "instructor_4c79a8a077ed24474ec96fe2",
    "message": "No course-specific reviews available",
    "name": "Nan Li",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_00c5b3a4014e087754fad5ab",
    "message": "No course-specific reviews available",
    "name": "Todd Newman",
    "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

Recent recorded grades — Spring 2013: 3.92 GPA, 94.4% A/AB (n=18 letter grades); Spring 2014: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Spring 2022: 3.50 GPA, 100.0% A/AB (n=1 letter grades).

```json
{
  "citations": [
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DOMINIQUE BROSSARD is recorded teaching in Fall 2013, Fall 2018, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 10,
      "source_course_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    }
  ]
}
```

KAIPING CHEN is recorded teaching in Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LSC 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
      "source_record": {
        "entity_id": "b34c2304-e849-3537-a26b-d7591a6111f8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "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_b667bc2ac1bf8983a999e4c0",
    "source": "enrollment",
    "source_instructor_id": "brshaw",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Bret Shaw",
    "email": "BRSHAW@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/BRET_SHAW"
  },
  {
    "instructor_uid": "instructor_5379a7cc3c50656de8effe72",
    "source": "enrollment",
    "source_instructor_id": "dbrossard",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Dominique Brossard",
    "email": "DBROSSARD@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": 7,
      "quality": 3.86,
      "difficulty": 2.57,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:575191",
      "source_url": "https://www.ratemyprofessors.com/professor/575191",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:25.413329+00:00",
      "courses": {
        "course_12cd95ac5e46e8b391c94d96": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_247011492894b805502b5973": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.711619098923404,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DOMINIQUE_BROSSARD"
  },
  {
    "instructor_uid": "instructor_bf40981dbe8a3e9fa580dee5",
    "source": "enrollment",
    "source_instructor_id": "kchen67",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kaiping Chen",
    "email": "KCHEN67@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": 3,
      "quality": 3.67,
      "difficulty": 2.33,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:2697891",
      "source_url": "https://www.ratemyprofessors.com/professor/2697891",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:47.830016+00:00",
      "courses": {
        "course_887d019bdf21ec7676231bc8": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_270e5bf9ade902304083d7c9": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6610311161274747,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KAIPING_CHEN"
  },
  {
    "instructor_uid": "instructor_da97d308c515cf7827d49ec7",
    "source": "enrollment",
    "source_instructor_id": "xenos",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Michael Xenos",
    "email": "XENOS@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": 15,
      "quality": 4.27,
      "difficulty": 2.6,
      "quality_count": 15,
      "difficulty_count": 15,
      "profile_id": "rmp:764795",
      "source_url": "https://www.ratemyprofessors.com/professor/764795",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:21.906293+00:00",
      "courses": {
        "course_2c19c96e1ce94b072c025245": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.9212490191694833,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MICHAEL_XENOS"
  },
  {
    "instructor_uid": "instructor_4c79a8a077ed24474ec96fe2",
    "source": "enrollment",
    "source_instructor_id": "nli8",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Nan Li",
    "email": "NLI8@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/NAN_LI"
  },
  {
    "instructor_uid": "instructor_00c5b3a4014e087754fad5ab",
    "source": "enrollment",
    "source_instructor_id": "tpnewman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Todd Newman",
    "email": "TPNEWMAN@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/TODD_NEWMAN"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:120:000634",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1272",
    "source_course_id": "000634",
    "source_subject_id": "120",
    "title": "Special Problems",
    "credits_min": 1,
    "credits_max": 4,
    "typically_offered": "Fall, Spring, Summer"
  }
]
```

### sections

```json
[
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:10549",
    "term_id": "1272",
    "source_section_id": "10549",
    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
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  {
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    "section_uid": "uw-section:1272:36502",
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  {
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  {
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    "section_uid": "uw-section:1272:36504",
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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]
```

### grades

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    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "DIETRAM SCHEUFELE",
      "DONALD STANLEY"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "DONALD STANLEY",
      "Sarah Botham"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Sarah Botham"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "DONALD STANLEY",
      "Sarah Botham"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Sarah Botham"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Sarah Botham"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Dominique Brossard"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Sarah Botham"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Dominique Brossard",
      "PAUL NELSON"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "DONALD STANLEY",
      "Dominique Brossard",
      "LARRY MEILLER",
      "PAUL NELSON",
      "Sarah Botham"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "DIETRAM SCHEUFELE"
    ],
    "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": [
      "LSC 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 699",
    "course_uid": "course_977ad68e097cc9faeee512b9",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Kaiping Chen"
    ],
    "a": 0,
    "ab": 1,
    "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": 1,
    "source_aliases": [
      "LSC 699"
    ]
  }
]
```

### statistics

#### gpa

3.818

#### graded

110

#### counts

* 91
* 10
* 3
* 2
* 3
* 1
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_977ad68e097cc9faeee512b9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_977ad68e097cc9faeee512b9-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_977ad68e097cc9faeee512b9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_977ad68e097cc9faeee512b9-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_977ad68e097cc9faeee512b9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_977ad68e097cc9faeee512b9-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8181818181818183

#### count

110

#### university

##### size

4777

##### gpa Percentile

67

##### count Percentile

32

##### median Count

203

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 24    | false   |
| 2.8–3.2 | 421   | false   |
| 3.2–3.6 | 1468  | false   |
| 3.6–4.0 | 2864  | true    |

#### departments

```json
[
  {
    "subject": "LSC",
    "comparison": {
      "size": 31,
      "gpaPercentile": 73,
      "countPercentile": 27,
      "medianCount": 281,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 26,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

4

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1074

##### term

1074

##### gpa

3.2

##### count

5

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1084

##### term

1084

##### gpa

3.5

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1092

##### term

1092

##### gpa

3.75

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1094

##### term

1094

##### gpa

3.6785714285714284

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1102

##### term

1102

##### gpa

4

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1104

##### term

1104

##### gpa

4

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1112

##### term

1112

##### gpa

4

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1124

##### term

1124

##### gpa

3.7777777777777777

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1132

##### term

1132

##### gpa

4

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1134

##### term

1134

##### gpa

3.9166666666666665

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1144

##### term

1144

##### gpa

3.875

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1224

##### term

1224

##### gpa

3.5

##### count

1

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

### benchmarks

#### all

##### school

###### size

4777

###### gpa

3.6332730225924283

###### top Share

80.2151872524186

###### count

203

##### LSC

###### size

31

###### gpa

3.714487703663685

###### top Share

86.5133368700778

###### count

281

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

## instructor Trends

```json
[
  {
    "uid": "instructor_f33acc8aed4064b918dcc597",
    "name": "LARRY MEILLER",
    "count": 64,
    "terms": [
      {
        "term": "1072",
        "count": 6,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1074",
        "count": 5,
        "sections": 1,
        "gpa": 3.2
      },
      {
        "term": "1084",
        "count": 8,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1092",
        "count": 8,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1094",
        "count": 8,
        "sections": 1,
        "gpa": 3.9375
      },
      {
        "term": "1102",
        "count": 7,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1104",
        "count": 7,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1112",
        "count": 8,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1132",
        "count": 7,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_28ef55b603db4b50cf79b45e",
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      {
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        "sections": 1,
        "gpa": 3.7777777777777777
      },
      {
        "term": "1134",
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        "gpa": 4
      },
      {
        "term": "1144",
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        "gpa": 3.875
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    ]
  },
  {
    "uid": "instructor_27fbf4548e7ca96bd943c8f4",
    "name": "DONALD STANLEY",
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      {
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      }
    ]
  },
  {
    "uid": "instructor_fc47cdfa4d16766a8755e8b4",
    "name": "PATRICIA LOEW",
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      {
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  },
  {
    "uid": "instructor_624a8c2549ee2d04057ad18e",
    "name": "KAIPING CHEN",
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    "terms": [
      {
        "term": "1224",
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      }
    ]
  }
]
```

## following

None recorded.
