# LSC 990: Research | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LSC_990) ## 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 8ff7025e6fa0277089d781f4605a0f9f33302abdf0dfa04963c1cbcd7e220eaf ### course id LSC 990 ### course uid course\_afafab76486bf8d342a5538a ### catalog version id 17c81527f15254ea71afeb0ded1e8d60fc99647b314a64ce91acf8e5f1473942 ### course number 990 ### subjects * LSC ### title RESEARCH ### description Independent research in preparation of a graduate thesis under supervision of a faculty member. ### requirements text Consent of instructor ### credits min 1 ### credits max 12 ### credit offering ids * 1272:120:000648 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id adb8f566739fcfb900bade4e3ea385e07f58a6c58c7e0674849f1e6fa2b9c77d ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LSC 990 is an independent research course for graduate thesis preparation under faculty supervision. ### llm topics * Independent research * Graduate thesis ### llm skills * Independent research skills * Graduate thesis preparation ### llm assumed background None recorded. ### llm search phrases * graduate thesis research * independent study LSC * faculty supervision research ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 1b5342cba96cd763ea368e457889b63d3a92430797fbfd94bd21b7cc1e35b9c5 #### course id LSC 990 #### current instructors ```json [ { "instructor_uid": "instructor_b667bc2ac1bf8983a999e4c0", "message": "No course-specific reviews available", "name": "Bret Shaw", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_5379a7cc3c50656de8effe72", "message": "No course-specific reviews available", "name": "Dominique Brossard", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:575191", "summary": [] }, { "instructor_uid": "instructor_bf40981dbe8a3e9fa580dee5", "message": "No course-specific reviews available", "name": "Kaiping Chen", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2697891", "summary": [] }, { "instructor_uid": "instructor_da97d308c515cf7827d49ec7", "message": "No course-specific reviews available", "name": "Michael Xenos", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:764795", "summary": [] }, { "instructor_uid": "instructor_4c79a8a077ed24474ec96fe2", "message": "No course-specific reviews available", "name": "Nan Li", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_4f64315f4b56a653a67d339b", "message": "No course-specific reviews available", "name": "Sedona Chinn", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2796339", "summary": [] }, { "instructor_uid": "instructor_00c5b3a4014e087754fad5ab", "message": "No course-specific reviews available", "name": "Todd Newman", "review_status": "no_course_reviews", "rmp_instructor_id": null, "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 None recorded. #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BRET SHAW is recorded teaching in Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` DOMINIQUE BROSSARD is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", 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"20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` KAIPING CHEN is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 36, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 36, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` MICHAEL XENOS is recorded teaching in Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` NAN LI is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" } ] } ``` SEDONA CHINN is recorded teaching in Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 11, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 11, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 11, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` TODD NEWMAN is recorded teaching in Fall 2020, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 9, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 9, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 9, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "LSC 990", "run_id": "20260907T155543-ce3781c4", "section_number": 14, "source_course_id": "c1562463-6397-3d5a-bb7d-73d100596177", "source_record": { "entity_id": "c1562463-6397-3d5a-bb7d-73d100596177", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Consent of instructor", "course": null, "evidence": "Consent of instructor", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_b667bc2ac1bf8983a999e4c0", "source": "enrollment", "source_instructor_id": "brshaw", "identity_basis": "netid", "identity_status": "source_identified", "name": "Bret Shaw", "email": "BRSHAW@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/BRET_SHAW" }, { "instructor_uid": "instructor_5379a7cc3c50656de8effe72", "source": "enrollment", "source_instructor_id": "dbrossard", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dominique Brossard", "email": "DBROSSARD@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", "ratings": { "review_count": 7, "quality": 3.86, "difficulty": 2.57, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:575191", "source_url": "https://www.ratemyprofessors.com/professor/575191", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:25.413329+00:00", "courses": { "course_12cd95ac5e46e8b391c94d96": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_247011492894b805502b5973": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.711619098923404, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DOMINIQUE_BROSSARD" }, { "instructor_uid": "instructor_bf40981dbe8a3e9fa580dee5", "source": "enrollment", "source_instructor_id": "kchen67", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kaiping Chen", "email": "KCHEN67@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", "ratings": { "review_count": 3, "quality": 3.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2697891", "source_url": "https://www.ratemyprofessors.com/professor/2697891", "match_basis": "exact_name", "observed_at": "2026-09-07 16:27:47.830016+00:00", "courses": { "course_887d019bdf21ec7676231bc8": { "review_count": 2, "quality": 4, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_270e5bf9ade902304083d7c9": { "review_count": 1, "quality": 3, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6610311161274747, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KAIPING_CHEN" }, { "instructor_uid": "instructor_da97d308c515cf7827d49ec7", "source": "enrollment", "source_instructor_id": "xenos", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michael Xenos", "email": "XENOS@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", "ratings": { "review_count": 15, "quality": 4.27, "difficulty": 2.6, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:764795", "source_url": "https://www.ratemyprofessors.com/professor/764795", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:21.906293+00:00", "courses": { "course_2c19c96e1ce94b072c025245": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.9212490191694833, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MICHAEL_XENOS" }, { "instructor_uid": "instructor_4c79a8a077ed24474ec96fe2", "source": "enrollment", "source_instructor_id": "nli8", "identity_basis": "netid", "identity_status": "source_identified", "name": "Nan Li", "email": "NLI8@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/NAN_LI" }, { "instructor_uid": "instructor_4f64315f4b56a653a67d339b", "source": "enrollment", "source_instructor_id": "schinn", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sedona Chinn", "email": "SCHINN@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", "ratings": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2796339", "source_url": "https://www.ratemyprofessors.com/professor/2796339", "match_basis": "exact_name", "observed_at": "2026-09-07 16:06:27.014520+00:00", "courses": {}, "bayesian_quality": 3.7360779850423596, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SEDONA_CHINN" }, { "instructor_uid": "instructor_00c5b3a4014e087754fad5ab", "source": "enrollment", "source_instructor_id": "tpnewman", "identity_basis": "netid", "identity_status": "source_identified", "name": "Todd Newman", "email": "TPNEWMAN@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/TODD_NEWMAN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:120:000648", "course_id": "LSC 990", "course_uid": "course_afafab76486bf8d342a5538a", "term_id": "1272", "source_course_id": "000648", "source_subject_id": "120", "title": "Research", "credits_min": 1, "credits_max": 12, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:10536", "term_id": "1272", "source_section_id": "10536", "identity_basis": "class_number", "section_number": "013", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:10550", "term_id": "1272", "source_section_id": "10550", "identity_basis": "class_number", "section_number": "010", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 5, "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:1272:19653", "term_id": "1272", "source_section_id": "19653", "identity_basis": "class_number", "section_number": "035", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 2, "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:1272:21759", "term_id": "1272", "source_section_id": "21759", "identity_basis": "class_number", "section_number": "015", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 2, "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:1272:28236", "term_id": "1272", "source_section_id": "28236", "identity_basis": "class_number", "section_number": "036", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:36506", "term_id": "1272", "source_section_id": "36506", "identity_basis": "class_number", "section_number": "037", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 1, "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:1272:37774", "term_id": "1272", "source_section_id": "37774", "identity_basis": "class_number", "section_number": "038", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 1, "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_6bd712b0c512c6c19eabd7d8", "source": "madgrades", "source_instructor_id": "3344564", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HERNANDO ROJAS", "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": 3.52, "difficulty": 2.76, "quality_count": 54, "difficulty_count": 54, "profile_id": "rmp:1520973", "source_url": "https://www.ratemyprofessors.com/professor/1520973", "match_basis": "exact_name", "observed_at": "2026-09-07 16:36:42.176420+00:00", "courses": { "course_b53a6b9d1b893ffe166e8160": { "review_count": 22, "quality": 3.82, "difficulty": 2.55, "quality_count": 22, "difficulty_count": 22 }, "course_660259cd29f0cc1268158fd8": { "review_count": 3, "quality": 4, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.5577529144720526, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.616, "graded": 4160, "counts": [ 2218, 1117, 619, 112, 51, 20, 23 ], "sections": 126 }, "instructor_url": "/instructors/HERNANDO_ROJAS--instructor_6bd712b0c512c6c19eabd7d8" }, { "instructor_uid": "instructor_d645a5a77f7f913bc89fec40", "source": "madgrades", "source_instructor_id": "1080206", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JACQUELINE CLAIRE BUSH HITCHON", "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": 3.763, "graded": 312, "counts": [ 201, 74, 37, 0, 0, 0, 0 ], "sections": 41 }, "instructor_url": "/instructors/JACQUELINE_CLAIRE_BUSH_HITCHON--instructor_d645a5a77f7f913bc89fec40" }, { "instructor_uid": "instructor_da24ed9691abefbdfab13f8d", "source": "madgrades", "source_instructor_id": "590808", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALBERT GUNTHER", "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": 3.743, "graded": 253, "counts": [ 160, 73, 13, 3, 2, 1, 1 ], "sections": 52 }, "instructor_url": "/instructors/ALBERT_GUNTHER--instructor_da24ed9691abefbdfab13f8d" }, { "instructor_uid": "instructor_f90c35e9297f350ddf132171", "source": "madgrades", "source_instructor_id": "368932", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHIELA REAVES", "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": 3.629, "graded": 2361, "counts": [ 1305, 624, 304, 62, 39, 18, 9 ], "sections": 169 }, "instructor_url": "/instructors/SHIELA_REAVES--instructor_f90c35e9297f350ddf132171" }, { "instructor_uid": "instructor_fc47cdfa4d16766a8755e8b4", "source": "madgrades", "source_instructor_id": "782454", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PATRICIA LOEW", "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": 3.83, "graded": 141, "counts": [ 110, 19, 9, 1, 2, 0, 0 ], "sections": 78 }, "instructor_url": "/instructors/PATRICIA_LOEW--instructor_fc47cdfa4d16766a8755e8b4" }, { "instructor_uid": "instructor_26d6aa70eb0fddc656ed33f8", "source": "madgrades", "source_instructor_id": "1400134", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DIETRAM SCHEUFELE", "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": 70, "quality": 3.69, 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