# ABT 700: Principles of Biotechnology | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ABT_700)

## 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

951cc24ceed67438ded4ad75eb204db5885fe50cf7c857b0b6df0d957a4e20b8

### course id

ABT 700

### course uid

course\_1af1c3fd00a233b3e22feddd

### catalog version id

f4c22132bb33ae991bb756db9cefad4704a32b1f16dfb25a5b9798236aa76bc0

### course number

700

### subjects

* ABT

### title

PRINCIPLES OF BIOTECHNOLOGY

### description

Principles and techniques pertaining to biotechnology and its applications to our society. Survey of classical and emerging techniques.

### requirements text

Declared in Applied Biotechnology program

### credits min

3

### credits max

3

### credit offering ids

* 1272:160:025287

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

e2df353d0c4760706e87307f7eab463221a9853b24711e36976e37c711769d78

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Survey of principles, techniques, and societal applications in biotechnology, covering classical and emerging methods.

### llm topics

* Biotechnology principles and societal applications
* Classical and emerging biotechnology techniques

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* biotechnology principles
* biotech applications society
* classical biotechnology techniques
* emerging biotechnology techniques
* ABT 700 survey

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

44233302cab8d25becd124701d27668b5e80ee861f8715a18d051e06a58af992

#### course id

ABT 700

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_fdc4b4df08b1bb55cd33fd1d",
    "message": "No course-specific reviews available",
    "name": "Natalie Betz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ABT 700",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
            "source_record": {
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              "kind": "grades",
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            },
            "table": "section_grades_latest",
            "term_id": "1244",
            "type": "grade"
          },
          {
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            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
            "source_record": {
              "entity_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
              "file": "tables/observations.parquet",
              "kind": "grades",
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            },
            "table": "section_grades_latest",
            "term_id": "1252",
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          {
            "course_id": "ABT 700",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
            "source_record": {
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              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2024: 3.81 GPA, 90.5% A/AB (n=21 letter grades); Fall 2024: 3.75 GPA, 86.4% A/AB (n=22 letter grades); Spring 2025: 3.88 GPA, 91.7% A/AB (n=12 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Recent recorded grades — Spring 2024: 3.81 GPA, 90.5% A/AB (n=21 letter grades); Fall 2024: 3.75 GPA, 86.4% A/AB (n=22 letter grades); Spring 2025: 3.88 GPA, 91.7% A/AB (n=12 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ABT 700",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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      },
      "table": "grades_latest",
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      },
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      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

NATALIE BETZ is recorded teaching in Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1212",
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1222",
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1224",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ABT 700",
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      "section_number": 1,
      "source_course_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ABT 700",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
      "source_record": {
        "entity_id": "a77c2935-3ed4-31f4-8899-fd04126df4c4",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Declared in Applied Biotechnology program",
    "course": null,
    "evidence": "Declared in Applied Biotechnology program",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

* Reference to 'Applied Biotechnology program' is unlinked and requires review for canonical identity.

#### root

n0

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name         | email            | first\_observed\_at              | last\_observed\_at               | instructor\_url            |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------ | ---------------- | -------------------------------- | -------------------------------- | -------------------------- |
| instructor\_fdc4b4df08b1bb55cd33fd1d | enrollment | nabetz                 | netid           | source\_identified | Natalie Betz | NABETZ\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/NATALIE\_BETZ |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:160:025287",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1272",
    "source_course_id": "025287",
    "source_subject_id": "160",
    "title": "Principles of Biotechnology",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:34541",
    "term_id": "1272",
    "source_section_id": "34541",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 100,
    "enrolled": 0,
    "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_6d21bc07da00876f9cee3356",
    "source": "madgrades",
    "source_instructor_id": "948165",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NATALIE BETZ",
    "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": 3.745,
      "graded": 1840,
      "counts": [
        1199,
        444,
        130,
        46,
        18,
        0,
        3
      ],
      "sections": 184
    },
    "instructor_url": "/instructors/NATALIE_BETZ--instructor_6d21bc07da00876f9cee3356"
  },
  {
    "instructor_uid": "instructor_d7b7e25e8b81455d3772b58e",
    "source": "madgrades",
    "source_instructor_id": "4194092",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHELE 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": 3.732,
      "graded": 41,
      "counts": [
        31,
        6,
        2,
        0,
        1,
        0,
        1
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/MICHELE_SMITH--instructor_d7b7e25e8b81455d3772b58e"
  },
  {
    "instructor_uid": "instructor_fdc4b4df08b1bb55cd33fd1d",
    "source": "enrollment",
    "source_instructor_id": "nabetz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Natalie Betz",
    "email": "NABETZ@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/NATALIE_BETZ"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "MICHELE SMITH",
      "Natalie Betz"
    ],
    "a": 5,
    "ab": 0,
    "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": 1,
    "total": 7,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "MICHELE SMITH",
      "Natalie Betz"
    ],
    "a": 8,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 1,
    "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": 15,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 6,
    "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": 10,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 5,
    "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": 8,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 11,
    "ab": 0,
    "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": 12,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 15,
    "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": 18,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 18,
    "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": 22,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 16,
    "ab": 3,
    "b": 1,
    "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": 21,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 16,
    "ab": 3,
    "b": 1,
    "bc": 2,
    "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": 22,
    "source_aliases": [
      "ABT 700"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 700",
    "course_uid": "course_1af1c3fd00a233b3e22feddd",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 10,
    "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": 12,
    "source_aliases": [
      "ABT 700"
    ]
  }
]
```

### statistics

#### gpa

3.795

#### graded

146

#### counts

* 110
* 23
* 8
* 3
* 1
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1af1c3fd00a233b3e22feddd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1af1c3fd00a233b3e22feddd-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1af1c3fd00a233b3e22feddd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1af1c3fd00a233b3e22feddd-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1af1c3fd00a233b3e22feddd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1af1c3fd00a233b3e22feddd-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.7945205479452055

#### count

146

#### university

##### size

4318

##### gpa Percentile

55

##### count Percentile

55

##### median Count

126

##### 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 | 12    | false   |
| 2.8–3.2 | 228   | false   |
| 3.2–3.6 | 1078  | false   |
| 3.6–4.0 | 3000  | true    |

#### departments

```json
[
  {
    "subject": "ABT",
    "comparison": {
      "size": 10,
      "gpaPercentile": 44,
      "countPercentile": 100,
      "medianCount": 74.5,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1204

##### term

1204

##### gpa

3.8333333333333335

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1212

##### term

1212

##### gpa

3.4

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1222

##### term

1222

##### gpa

3.8

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1224

##### term

1224

##### gpa

3.75

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1232

##### term

1232

##### gpa

3.9166666666666665

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1234

##### term

1234

##### gpa

3.9166666666666665

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1242

##### term

1242

##### gpa

3.8863636363636362

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1244

##### term

1244

##### gpa

3.8095238095238093

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1252

##### term

1252

##### gpa

3.75

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1254

##### term

1254

##### gpa

3.875

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

### benchmarks

#### all

##### school

###### size

4318

###### gpa

3.6999457119555927

###### top Share

84.37214911620568

###### count

126

##### ABT

###### size

10

###### gpa

3.825337119081058

###### top Share

93.94540624616033

###### count

74.5

#### terms

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 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

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_6d21bc07da00876f9cee3356",
    "name": "NATALIE BETZ",
    "count": 146,
    "terms": [
      {
        "term": "1204",
        "count": 6,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1212",
        "count": 15,
        "sections": 1,
        "gpa": 3.4
      },
      {
        "term": "1222",
        "count": 10,
        "sections": 1,
        "gpa": 3.8
      },
      {
        "term": "1224",
        "count": 8,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1232",
        "count": 12,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1234",
        "count": 18,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1242",
        "count": 22,
        "sections": 1,
        "gpa": 3.8863636363636362
      },
      {
        "term": "1244",
        "count": 21,
        "sections": 1,
        "gpa": 3.8095238095238093
      },
      {
        "term": "1252",
        "count": 22,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1254",
        "count": 12,
        "sections": 1,
        "gpa": 3.875
      }
    ]
  },
  {
    "uid": "instructor_d7b7e25e8b81455d3772b58e",
    "name": "MICHELE SMITH",
    "count": 21,
    "terms": [
      {
        "term": "1204",
        "count": 6,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1212",
        "count": 15,
        "sections": 1,
        "gpa": 3.4
      }
    ]
  }
]
```

## following

| code    | title                                         |
| ------- | --------------------------------------------- |
| ABT 715 | TECHNIQUES IN BIOTECHNOLOGY                   |
| ABT 735 | QUALITY CONTROL AND VALIDATION                |
| ABT 740 | REGULATORY PRACTICE AND COMPLIANCE            |
| ABT 745 | INDUSTRIAL APPLICATIONS IN REGULATORY AFFAIRS |
| ABT 765 | ASSESSING INNOVATION IN BIOTECHNOLOGY         |
| ABT 770 | PRODUCT DEVELOPMENT                           |
| ABT 775 | TOOLS FOR DATA ANALYSIS                       |
