# LSC 155: First-year Seminar in Science Communication | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LSC_155)

## 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

cd5f634bf313a0139dc0b643dca8ddfedf5f34100bbe737abfce594609279c08

### course id

LSC 155

### course uid

course\_8713da2e61585d5eafde993b

### catalog version id

0690b03c5d7379ce22d294df37df3b108405ed75ce3a244cc6f4d7988ff22cd1

### course number

155

### subjects

* LSC

### title

FIRST-YEAR SEMINAR IN SCIENCE COMMUNICATION

### description

Introduction to the field of science communication and the importance of effectively communicating about controversial and complex science and technology topics. Engage with science communication faculty and staff, campus resources, and opportunities to explore academic and career goals. Topics may include climate change, artificial intelligence, gene editing, and public health.

### requirements text

None

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

30074339036ddfbc756b42c4ab3f7a254ba647f00d733b52e1281acdd821f07b

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LSC 155 is a first-year seminar introducing science communication and the importance of effectively communicating about controversial and complex science and technology topics.

### llm topics

* Climate change, artificial intelligence, gene editing, and public health

### llm skills

* Communicating about controversial and complex science and technology topics

### llm assumed background

None recorded.

### llm search phrases

* science communication
* controversial science topics
* science communication career
* LSC 155 first-year seminar

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

3b564c1a4149ab73bc271f47d584ce956cdf4af09c745e65088bc93936d382ba

#### course id

LSC 155

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2022: 3.68 GPA, 92.9% A/AB (n=14 letter grades); Fall 2022: 3.91 GPA, 93.8% A/AB (n=16 letter grades); Fall 2025: 3.89 GPA, 94.4% A/AB (n=18 letter grades).

```json
{
  "citations": [
    {
      "course_id": "LSC 155",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "ac066510-96fc-3d01-a96d-cea159561046",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "LSC 155",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "ac066510-96fc-3d01-a96d-cea159561046",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "LSC 155",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "ac066510-96fc-3d01-a96d-cea159561046",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "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": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_d82b67c8eee8e19a69862b84",
    "source": "madgrades",
    "source_instructor_id": "4465041",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TERA WAGNER",
    "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": 3.786,
      "graded": 70,
      "counts": [
        56,
        7,
        3,
        1,
        2,
        1,
        0
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/TERA_WAGNER--instructor_d82b67c8eee8e19a69862b84"
  },
  {
    "instructor_uid": "instructor_c630ba43bb42216b27542d89",
    "source": "madgrades",
    "source_instructor_id": "6219559",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "REBECCA BEETS",
    "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": 3.643,
      "graded": 178,
      "counts": [
        121,
        27,
        13,
        6,
        7,
        2,
        2
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/REBECCA_BEETS--instructor_c630ba43bb42216b27542d89"
  },
  {
    "instructor_uid": "instructor_ad423d69448553ea66286c72",
    "source": "madgrades",
    "source_instructor_id": "4758918",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LYNN BARTHOLOMEW",
    "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": 3.889,
      "graded": 18,
      "counts": [
        15,
        2,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/LYNN_BARTHOLOMEW--instructor_ad423d69448553ea66286c72"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 155",
    "course_uid": "course_8713da2e61585d5eafde993b",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "TERA WAGNER"
    ],
    "a": 14,
    "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": 16,
    "source_aliases": [
      "LSC 155"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 155",
    "course_uid": "course_8713da2e61585d5eafde993b",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "REBECCA BEETS"
    ],
    "a": 13,
    "ab": 0,
    "b": 0,
    "bc": 1,
    "c": 3,
    "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": 18,
    "source_aliases": [
      "LSC 155"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 155",
    "course_uid": "course_8713da2e61585d5eafde993b",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "TERA WAGNER"
    ],
    "a": 10,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "LSC 155"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 155",
    "course_uid": "course_8713da2e61585d5eafde993b",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "TERA WAGNER"
    ],
    "a": 14,
    "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": 16,
    "source_aliases": [
      "LSC 155"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 155",
    "course_uid": "course_8713da2e61585d5eafde993b",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "LYNN BARTHOLOMEW"
    ],
    "a": 15,
    "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": 18,
    "source_aliases": [
      "LSC 155"
    ]
  }
]
```

### statistics

#### gpa

3.75

#### graded

82

#### counts

* 66
* 8
* 2
* 1
* 3
* 1
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8713da2e61585d5eafde993b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8713da2e61585d5eafde993b-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8713da2e61585d5eafde993b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8713da2e61585d5eafde993b-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8713da2e61585d5eafde993b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8713da2e61585d5eafde993b-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.75

#### count

82

#### university

##### size

3149

##### gpa Percentile

52

##### count Percentile

44

##### median Count

95

##### 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 | 1     | false   |
| 2.4–2.8 | 13    | false   |
| 2.8–3.2 | 228   | false   |
| 3.2–3.6 | 821   | false   |
| 3.6–4.0 | 2086  | true    |

#### departments

```json
[
  {
    "subject": "LSC",
    "comparison": {
      "size": 20,
      "gpaPercentile": 53,
      "countPercentile": 26,
      "medianCount": 116.5,
      "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": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1212

##### term

1212

##### gpa

3.9375

##### count

16

##### departments

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

#### 1222

##### term

1222

##### gpa

3.361111111111111

##### count

18

##### departments

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

#### 1224

##### term

1224

##### gpa

3.6785714285714284

##### count

14

##### departments

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

#### 1232

##### term

1232

##### gpa

3.90625

##### count

16

##### departments

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

#### 1262

##### term

1262

##### gpa

3.888888888888889

##### count

18

##### departments

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

### benchmarks

#### all

##### school

###### size

3149

###### gpa

3.670666220907985

###### top Share

82.6685591641128

###### count

95

##### LSC

###### size

20

###### gpa

3.7487241615883446

###### top Share

87.9536703038729

###### count

116.5

#### terms

##### 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

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### LSC

###### size

11

###### gpa

3.794175315660777

###### top Share

91.3976018189471

###### count

67

## instructor Trends

```json
[
  {
    "uid": "instructor_d82b67c8eee8e19a69862b84",
    "name": "TERA WAGNER",
    "count": 46,
    "terms": [
      {
        "term": "1212",
        "count": 16,
        "sections": 1,
        "gpa": 3.9375
      },
      {
        "term": "1224",
        "count": 14,
        "sections": 1,
        "gpa": 3.6785714285714284
      },
      {
        "term": "1232",
        "count": 16,
        "sections": 1,
        "gpa": 3.90625
      }
    ]
  },
  {
    "uid": "instructor_ad423d69448553ea66286c72",
    "name": "LYNN BARTHOLOMEW",
    "count": 18,
    "terms": [
      {
        "term": "1262",
        "count": 18,
        "sections": 1,
        "gpa": 3.888888888888889
      }
    ]
  },
  {
    "uid": "instructor_c630ba43bb42216b27542d89",
    "name": "REBECCA BEETS",
    "count": 18,
    "terms": [
      {
        "term": "1222",
        "count": 18,
        "sections": 1,
        "gpa": 3.361111111111111
      }
    ]
  }
]
```

## following

None recorded.
