# INTER-AG 388: Cals Honors - Fundamentals of Research Seminar | UW–Madison [View on UW Courses](https://uwcourses.com/courses/INTER-AG_388) ## 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 08e0551f943256ad8e0cec2ffa761e5e4ed1bb4ccf0c0af97d44baeb9be091d0 ### course id INTER-AG 388 ### course uid course\_02516ba0f3f794fc469f168c ### catalog version id 8cdd5f3a0c0514e69c1cc881ab57a7e126980df672a916b6e577b85b17ad72ad ### course number 388 ### subjects * INTER-AG ### title CALS HONORS - FUNDAMENTALS OF RESEARCH SEMINAR ### description Introduction and exploration of the fundamentals of research: scientific process, utilization of scientific literature, and preparation of research proposals. Provides an environment external to the student's research experience that will help them grow as researchers. ### requirements text INTER-AG 288 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 0f0f38184f85dda77b8ed18dd65af98d19ebc1c91f46203ac5eade6215a213f5 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary CALS HONORS - FUNDAMENTALS OF RESEARCH SEMINAR teaches the scientific process, literature utilization, and research proposal preparation. ### llm topics * Scientific process. * Utilization of scientific literature. * Preparation of research proposals. ### llm skills * Scientific process and research proposal preparation. * Utilization of scientific literature. ### llm assumed background * Introductory research concepts, scientific community norms, ethics, and literature usage. ### llm search phrases * CALS Honors research fundamentals * scientific research proposal preparation * agricultural and life sciences research ethics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash f0ea550d959f4976e5e12755b7c5f3b1a21e5eada90eafded04eeed860372f7f #### course id INTER-AG 388 #### 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 2024: 4.00 GPA, 100.0% A/AB (n=30 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=54 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=58 letter grades). ```json { "citations": [ { "course_id": "INTER-AG 388", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0815bc2c-540a-30d8-8b82-2d755fa65aa8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "INTER-AG 388", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0815bc2c-540a-30d8-8b82-2d755fa65aa8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "INTER-AG 388", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0815bc2c-540a-30d8-8b82-2d755fa65aa8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "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": null, "course": { "course_number": 288, "minimum_grade": null, "subjects": [ "INTER-AG" ], "timing": "prior" }, "evidence": "INTER-AG 288", "id": "n0", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_d9fbf20ebacd8716087818b3", "source": "madgrades", "source_instructor_id": "2601589", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID L. 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"1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-AG 388", "course_uid": "course_02516ba0f3f794fc469f168c", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "George Meindl" ], "a": 30, "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": 30, "source_aliases": [ "INTER-AG 388" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-AG 388", "course_uid": "course_02516ba0f3f794fc469f168c", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "George Meindl" ], "a": 54, "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": 54, "source_aliases": [ "INTER-AG 388" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-AG 388", "course_uid": "course_02516ba0f3f794fc469f168c", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "ERICA Shu" ], "a": 58, "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": 58, "source_aliases": [ "INTER-AG 388" ] } ] ``` ### statistics #### gpa 4 #### graded 319 #### counts * 319 * 0 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_02516ba0f3f794fc469f168c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_02516ba0f3f794fc469f168c-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_02516ba0f3f794fc469f168c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_02516ba0f3f794fc469f168c-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_02516ba0f3f794fc469f168c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_02516ba0f3f794fc469f168c-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 4 #### count 319 #### university ##### size 4385 ##### gpa Percentile 95 ##### count Percentile 73 ##### median Count 139 ##### 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 | 18 | false | | 2.8–3.2 | 322 | false | | 3.2–3.6 | 1238 | false | | 3.6–4.0 | 2807 | true | #### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | ### terms #### 1072 ##### term 1072 ##### gpa 4 ##### count 20 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1082 ##### term 1082 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1092 ##### term 1092 ##### gpa 4 ##### count 19 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1102 ##### term 1102 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1112 ##### term 1112 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1132 ##### term 1132 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1142 ##### term 1142 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1204 ##### term 1204 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1224 ##### term 1224 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1234 ##### term 1234 ##### gpa 4 ##### count 27 ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1244 ##### term 1244 ##### gpa 4 ##### count 30 ##### university ###### size 1241 ###### gpa Percentile 95 ###### count Percentile 0 ###### median Count 65 ###### 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 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 54 ##### university ###### size 1289 ###### gpa Percentile 96 ###### count Percentile 40 ###### median Count 66 ###### 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 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | #### 1264 ##### term 1264 ##### gpa 4 ##### count 58 ##### university ###### size 1283 ###### gpa Percentile 95 ###### count Percentile 43 ###### median Count 66 ###### 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 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments | subject | comparison | | -------- | ---------- | | INTER-AG | | ### benchmarks #### all ##### school ###### size 4385 ###### gpa 3.657080355089468 ###### top Share 81.68315868202544 ###### count 139 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_d9fbf20ebacd8716087818b3", "name": "DAVID L. NELSON", "count": 92, "terms": [ { "term": "1072", "count": 20, "sections": 1, "gpa": 4 }, { "term": "1082", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1092", "count": 19, "sections": 1, "gpa": 4 }, { "term": "1102", "count": 18, "sections": 1, "gpa": 4 }, { "term": "1112", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_40044f697777083a63054977", "name": "GEORGE MEINDL", "count": 84, "terms": [ { "term": "1244", "count": 30, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 54, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_5cd09835674e7650e86020f1", "name": "DHANANSAYAN SHANMUGANAYAGAM", "count": 72, "terms": [ { "term": "1194", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1224", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 27, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_0511d5252e857cf0cd569f67", "name": "ERICA SHU", "count": 58, "terms": [ { "term": "1264", "count": 58, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4e2c05a44fbc885fd8df37f3", "name": "COSMA DELLISANTI", "count": 17, "terms": [ { "term": "1132", "count": 17, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_2749d67636603614b8964d98", "name": "KENT WEIGEL", "count": 14, "terms": [ { "term": "1194", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_ac4599afea129b3e037d630d", "name": "PHILIP GONSISKA", "count": 10, "terms": [ { "term": "1142", "count": 10, "sections": 1, "gpa": 4 } ] } ] ``` ## following | code | title | | ------------ | ----------------------- | | INTER-AG 488 | HONORS RESEARCH SEMINAR |