# ME 903: Graduate Seminar | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ME_903)

## 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

64d89a1516853f5dd65a48021e8b10d0dd4e0e44bcf8f5e4eff40e86a4812c08

### course id

ME 903

### course uid

course\_5e6c872e7e081850644c2805

### catalog version id

29d4dd56eafe6584c1ae8970f74ad08c0dc789bff3d8c283d8efb91f83dd0eab

### course number

903

### subjects

* ME

### title

GRADUATE SEMINAR

### description

Topics vary.

### requirements text

Graduate/professional standing

### credits min

0

### credits max

0

### credit offering ids

* 1272:612:012154

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

9f624a75e1f2e0c77ff86fa7c541b006e1d64a958dcf05e14d87835e9cd39f34

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ME 903 is a graduate seminar where topics vary.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* ME 903 graduate seminar
* ME 903 topics vary
* ME 903 Roxann Engelstad
* ME 903 Jaal Ghandhi

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

e3769bc009c120e9789239cac7da556fb8cda31f4a3afd63e5eaa950333990b3

#### course id

ME 903

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_e2e2dc3579b1dff0cfcd472c",
    "message": "No course-specific reviews available",
    "name": "Mark Anderson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:632094",
    "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 2015: 3.98 GPA, 100.0% A/AB (n=65 letter grades); Fall 2015: 3.96 GPA, 98.5% A/AB (n=65 letter grades); Spring 2016: 3.99 GPA, 100.0% A/AB (n=54 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ME 903",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "2e8da4f9-925e-3202-b2db-47febb290017",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ME 903",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "2e8da4f9-925e-3202-b2db-47febb290017",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ME 903",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "2e8da4f9-925e-3202-b2db-47febb290017",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1164",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name          | email                    | first\_observed\_at              | last\_observed\_at               | instructor\_url             |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------- | ------------------------ | -------------------------------- | -------------------------------- | --------------------------- |
| instructor\_e2e2dc3579b1dff0cfcd472c | enrollment | mhanders               | netid           | source\_identified | Mark Anderson | MANDERSON\@ENGR.WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MARK\_ANDERSON |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:612:012154",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1272",
    "source_course_id": "012154",
    "source_subject_id": "612",
    "title": "Graduate Seminar",
    "credits_min": 0,
    "credits_max": 0,
    "typically_offered": "Occasionally"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:11557",
    "term_id": "1272",
    "source_section_id": "11557",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 140,
    "enrolled": 53,
    "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:1272:35423",
    "term_id": "1272",
    "source_section_id": "35423",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 130,
    "enrolled": 30,
    "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_15645775836357ae0158e0ab",
    "source": "madgrades",
    "source_instructor_id": "3668635",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HEIDI-LYNN PLOEG",
    "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": 3.533,
      "graded": 1278,
      "counts": [
        679,
        265,
        175,
        89,
        54,
        16,
        0
      ],
      "sections": 154
    },
    "instructor_url": "/instructors/HEIDI-LYNN_PLOEG"
  },
  {
    "instructor_uid": "instructor_8f75497f1ef58a0972fe0e01",
    "source": "madgrades",
    "source_instructor_id": "3669416",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FRANK PFEFFERKORN",
    "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": 8,
      "quality": 3.75,
      "difficulty": 3.5,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:1064439",
      "source_url": "https://www.ratemyprofessors.com/professor/1064439",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:04.988895+00:00",
      "courses": {
        "course_e943bbcb154c20d2c16a6792": {
          "review_count": 4,
          "quality": 4.25,
          "difficulty": 4,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.6854898453904252,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.639,
      "graded": 1462,
      "counts": [
        913,
        248,
        187,
        53,
        47,
        12,
        2
      ],
      "sections": 180
    },
    "instructor_url": "/instructors/FRANK_PFEFFERKORN--instructor_8f75497f1ef58a0972fe0e01"
  },
  {
    "instructor_uid": "instructor_f96c98a7584829989cf898c5",
    "source": "madgrades",
    "source_instructor_id": "1054433",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KRISHNAN SURESH",
    "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": 54,
      "quality": 4.91,
      "difficulty": 2.57,
      "quality_count": 54,
      "difficulty_count": 54,
      "profile_id": "rmp:847569",
      "source_url": "https://www.ratemyprofessors.com/professor/847569",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:25:36.779679+00:00",
      "courses": {
        "course_92d9c53bd0439826aa9834b1": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_054e190102b9b5bab9f66bad": {
          "review_count": 6,
          "quality": 4.5,
          "difficulty": 2.5,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_3db1a81040ba4a87e94b2da7": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 1.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_255344456a201f813245dae3": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 4.572077238796377,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.453,
      "graded": 1214,
      "counts": [
        479,
        361,
        233,
        99,
        28,
        10,
        4
      ],
      "sections": 169
    },
    "instructor_url": "/instructors/KRISHNAN_SURESH--instructor_f96c98a7584829989cf898c5"
  },
  {
    "instructor_uid": "instructor_e1998bb240605cf119cc4b98",
    "source": "madgrades",
    "source_instructor_id": "2602197",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALAN J GIACOMIN",
    "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": 3.713,
      "graded": 859,
      "counts": [
        591,
        166,
        47,
        27,
        11,
        14,
        3
      ],
      "sections": 83
    },
    "instructor_url": "/instructors/ALAN_J_GIACOMIN--instructor_e1998bb240605cf119cc4b98"
  },
  {
    "instructor_uid": "instructor_f7cbcf769947b12a78ba589f",
    "source": "madgrades",
    "source_instructor_id": "689596",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROXANN ENGELSTAD",
    "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": 3.903,
      "graded": 1125,
      "counts": [
        957,
        133,
        27,
        5,
        2,
        0,
        1
      ],
      "sections": 69
    },
    "instructor_url": "/instructors/ROXANN_ENGELSTAD--instructor_f7cbcf769947b12a78ba589f"
  },
  {
    "instructor_uid": "instructor_71531e31ab5b7605b1e47197",
    "source": "madgrades",
    "source_instructor_id": "622077",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAAL GHANDHI",
    "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": 3.273,
      "graded": 1217,
      "counts": [
        479,
        231,
        228,
        143,
        99,
        19,
        18
      ],
      "sections": 162
    },
    "instructor_url": "/instructors/JAAL_GHANDHI--instructor_71531e31ab5b7605b1e47197"
  },
  {
    "instructor_uid": "instructor_e2e2dc3579b1dff0cfcd472c",
    "source": "enrollment",
    "source_instructor_id": "mhanders",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mark Anderson",
    "email": "MANDERSON@ENGR.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/MARK_ANDERSON"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "HEIDI-LYNN PLOEG"
    ],
    "a": 59,
    "ab": 6,
    "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": 65,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "Frank Pfefferkorn"
    ],
    "a": 54,
    "ab": 2,
    "b": 0,
    "bc": 0,
    "c": 1,
    "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": 57,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "Krishnan Suresh"
    ],
    "a": 56,
    "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": 56,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "ALAN J GIACOMIN"
    ],
    "a": 44,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 45,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "HEIDI-LYNN PLOEG"
    ],
    "a": 63,
    "ab": 1,
    "b": 1,
    "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": 65,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 51,
    "ab": 4,
    "b": 4,
    "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": 59,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 72,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 74,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 65,
    "ab": 2,
    "b": 1,
    "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": 68,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 72,
    "ab": 6,
    "b": 0,
    "bc": 1,
    "c": 2,
    "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": 81,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 84,
    "ab": 3,
    "b": 1,
    "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": 88,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 63,
    "ab": 2,
    "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": 65,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 56,
    "ab": 11,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 68,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 80,
    "ab": 5,
    "b": 0,
    "bc": 1,
    "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": 86,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 77,
    "ab": 5,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 82,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "ROXANN ENGELSTAD"
    ],
    "a": 59,
    "ab": 9,
    "b": 0,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 70,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Jaal Ghandhi"
    ],
    "a": 61,
    "ab": 1,
    "b": 1,
    "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": 63,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Jaal Ghandhi"
    ],
    "a": 61,
    "ab": 4,
    "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": 65,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Jaal Ghandhi"
    ],
    "a": 62,
    "ab": 3,
    "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": 65,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "Jaal Ghandhi"
    ],
    "a": 63,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 1,
    "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": 65,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Jaal Ghandhi"
    ],
    "a": 53,
    "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": 54,
    "source_aliases": [
      "ME 903"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 903",
    "course_uid": "course_5e6c872e7e081850644c2805",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Jaal Ghandhi"
    ],
    "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": [
      "ME 903"
    ]
  }
]
```

### statistics

#### gpa

3.957

#### graded

1338

#### counts

* 1255
* 67
* 8
* 3
* 4
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5e6c872e7e081850644c2805-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5e6c872e7e081850644c2805-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_5e6c872e7e081850644c2805-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_5e6c872e7e081850644c2805-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_5e6c872e7e081850644c2805-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_5e6c872e7e081850644c2805-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_5e6c872e7e081850644c2805-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_5e6c872e7e081850644c2805-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_f7cbcf769947b12a78ba589f",
    "name": "ROXANN ENGELSTAD",
    "count": 739,
    "terms": [
      {
        "term": "1094",
        "count": 59,
        "sections": 1,
        "gpa": 3.8983050847457625
      },
      {
        "term": "1102",
        "count": 73,
        "sections": 1,
        "gpa": 3.993150684931507
      },
      {
        "term": "1104",
        "count": 68,
        "sections": 1,
        "gpa": 3.9705882352941178
      },
      {
        "term": "1112",
        "count": 81,
        "sections": 1,
        "gpa": 3.8950617283950617
      },
      {
        "term": "1114",
        "count": 88,
        "sections": 1,
        "gpa": 3.971590909090909
      },
      {
        "term": "1122",
        "count": 65,
        "sections": 1,
        "gpa": 3.9846153846153847
      },
      {
        "term": "1124",
        "count": 67,
        "sections": 1,
        "gpa": 3.917910447761194
      },
      {
        "term": "1132",
        "count": 86,
        "sections": 1,
        "gpa": 3.953488372093023
      },
      {
        "term": "1134",
        "count": 82,
        "sections": 1,
        "gpa": 3.9695121951219514
      },
      {
        "term": "1142",
        "count": 70,
        "sections": 1,
        "gpa": 3.857142857142857
      }
    ]
  },
  {
    "uid": "instructor_71531e31ab5b7605b1e47197",
    "name": "JAAL GHANDHI",
    "count": 312,
    "terms": [
      {
        "term": "1144",
        "count": 63,
        "sections": 1,
        "gpa": 3.9761904761904763
      },
      {
        "term": "1152",
        "count": 65,
        "sections": 1,
        "gpa": 3.9692307692307693
      },
      {
        "term": "1154",
        "count": 65,
        "sections": 1,
        "gpa": 3.976923076923077
      },
      {
        "term": "1162",
        "count": 65,
        "sections": 1,
        "gpa": 3.9615384615384617
      },
      {
        "term": "1164",
        "count": 54,
        "sections": 1,
        "gpa": 3.990740740740741
      }
    ]
  },
  {
    "uid": "instructor_15645775836357ae0158e0ab",
    "name": "HEIDI-LYNN PLOEG",
    "count": 130,
    "terms": [
      {
        "term": "1072",
        "count": 65,
        "sections": 1,
        "gpa": 3.953846153846154
      },
      {
        "term": "1092",
        "count": 65,
        "sections": 1,
        "gpa": 3.976923076923077
      }
    ]
  },
  {
    "uid": "instructor_8f75497f1ef58a0972fe0e01",
    "name": "FRANK PFEFFERKORN",
    "count": 57,
    "terms": [
      {
        "term": "1074",
        "count": 57,
        "sections": 1,
        "gpa": 3.9473684210526314
      }
    ]
  },
  {
    "uid": "instructor_f96c98a7584829989cf898c5",
    "name": "KRISHNAN SURESH",
    "count": 56,
    "terms": [
      {
        "term": "1082",
        "count": 56,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_e1998bb240605cf119cc4b98",
    "name": "ALAN J GIACOMIN",
    "count": 44,
    "terms": [
      {
        "term": "1084",
        "count": 44,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
