# GNS 700: Graduate Seminar in Professional Development | UW–Madison [View on UW Courses](https://uwcourses.com/courses/GNS_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 0c80f99aed78d4b8e873f333393728bffd6adfbc87927e8de6058fddd48900cd ### course id GNS 700 ### course uid course\_c797b929f3f94feb1bacf60e ### catalog version id 5200ebcd35fbec5054aa067c3bf7c647de1dbaf2c2b861d83d0bdcbc02fc4eef ### course number 700 ### subjects * GNS ### title GRADUATE SEMINAR IN PROFESSIONAL DEVELOPMENT ### description Promotes the academic and professional development of graduate students in the humanities, in particular in the fields of German, Scandinavian, and Slavic studies. Students create and critique conference presentations, grant proposals, books reviews, CVs, and other important academic documents. The seminar includes visits from faculty in the various programs of German, Nordic, and Slavic. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 9543e933887474b5b6692fc3aae6204c11fc6cef230a09f4cf62f61c51f997aa ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary A graduate seminar focused on professional development in humanities, teaching students to create and critique key academic documents. ### llm topics * German, Scandinavian, and Slavic studies. * Academic career artifacts and professional writing. ### llm skills * Creating and critiquing academic documents including conference presentations, grant proposals, book reviews, and CVs. ### llm assumed background * Graduate standing in humanities fields such as German, Scandinavian, and Slavic studies. ### llm search phrases * GNS 700 graduate professional development * German Scandinavian Slavic studies seminar * academic CV grant proposal writing graduate ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash b0e713c71b7027ba4e5ff32210034f976ce69e128ffdc1be6ed1d6208fa71cad #### course id GNS 700 #### 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 2023: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades). ```json { "citations": [ { "course_id": "GNS 700", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "673d9b39-b5b7-30d5-a3d9-ebf324f20c98", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "GNS 700", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "673d9b39-b5b7-30d5-a3d9-ebf324f20c98", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_e14671dff11432637655e5c2", "source": "madgrades", "source_instructor_id": "5936527", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CLAUS ANDERSEN", "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": 16, "quality": 4.69, "difficulty": 2.06, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:2296851", "source_url": "https://www.ratemyprofessors.com/professor/2296851", "match_basis": "exact_name", "observed_at": "2026-09-07 16:47:56.014260+00:00", "courses": { "course_7eecd4a47964a2e15db4fefe": { "review_count": 10, "quality": 4.6, "difficulty": 1.9, "quality_count": 10, "difficulty_count": 10 }, "course_cdbf54715101666488d78fc6": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_d5bf7664d667cf3792de8baa": { "review_count": 5, "quality": 4.8, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 4.117603213081442, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.659, "graded": 1247, "counts": [ 702, 388, 93, 27, 22, 6, 9 ], "sections": 58 }, "instructor_url": "/instructors/CLAUS_ANDERSEN--instructor_e14671dff11432637655e5c2" }, { "instructor_uid": "instructor_7d3f7bfd2376bcaa893405fa", "source": "madgrades", "source_instructor_id": "4147727", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HANNAH ELDRIDGE", "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": 16, "quality": 2.69, "difficulty": 3.81, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:1981510", "source_url": "https://www.ratemyprofessors.com/professor/1981510", "match_basis": "exact_name", "observed_at": "2026-09-07 16:37:18.321482+00:00", "courses": { "course_ed00cb65fc389402984f5ed1": { "review_count": 3, "quality": 2.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.228714324192553, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.703, "graded": 258, "counts": [ 179, 42, 23, 5, 4, 3, 2 ], "sections": 29 }, "instructor_url": "/instructors/HANNAH_ELDRIDGE--instructor_7d3f7bfd2376bcaa893405fa" }, { "instructor_uid": "instructor_9efb05c479aa54a59758f0fe", "source": "madgrades", "source_instructor_id": "6315770", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LIINA-LY ROOS", "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": 6, "quality": 5, "difficulty": 2.67, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:2908996", "source_url": "https://www.ratemyprofessors.com/professor/2908996", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:22.996781+00:00", "courses": { "course_e8c7801f8b3625b0e7dc2f25": { "review_count": 3, "quality": 5, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 }, "course_98f28b2932485c2b9350c15d": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_34153ef27de83fc83e20581e": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.9689890642666117, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.712, "graded": 177, "counts": [ 138, 20, 7, 4, 2, 0, 6 ], "sections": 27 }, "instructor_url": "/instructors/LIINA-LY_ROOS--instructor_9efb05c479aa54a59758f0fe" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GNS 700", "course_uid": "course_c797b929f3f94feb1bacf60e", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Claus Andersen" ], "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": [ "GNS 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GNS 700", "course_uid": "course_c797b929f3f94feb1bacf60e", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Hannah Eldridge" ], "a": 8, "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": 8, "source_aliases": [ "GNS 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GNS 700", "course_uid": "course_c797b929f3f94feb1bacf60e", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Liina-Ly Roos" ], "a": 8, "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": 8, "source_aliases": [ "GNS 700" ] } ] ``` ### statistics #### gpa 4 #### graded 16 #### counts * 16 * 0 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_c797b929f3f94feb1bacf60e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_c797b929f3f94feb1bacf60e-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_c797b929f3f94feb1bacf60e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_c797b929f3f94feb1bacf60e-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_c797b929f3f94feb1bacf60e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_c797b929f3f94feb1bacf60e-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 4 #### count 16 #### departments | subject | comparison | | ------- | ---------- | | GNS | | ### terms #### 1234 ##### term 1234 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | GNS | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | GNS | | ### benchmarks #### all ##### school ###### size 2335 ###### gpa 3.6424431147168344 ###### top Share 81.03351409347036 ###### count 84 #### terms ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_7d3f7bfd2376bcaa893405fa", "name": "HANNAH ELDRIDGE", "count": 8, "terms": [ { "term": "1234", "count": 8, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_9efb05c479aa54a59758f0fe", "name": "LIINA-LY ROOS", "count": 8, "terms": [ { "term": "1254", "count": 8, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.