# BSE 999: Special Problems | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BSE_999) ## 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 d33956a71c27347768d27b94a37d0b6277e556f227e1339afa1d3a8759285c89 ### course id BSE 999 ### course uid course\_b0f68f3f1fc74168326310ea ### catalog version id 6e84dde2e403d04b0ef58f2edccde2b7e72d147de435649900d106149c980597 ### course number 999 ### subjects * BSE ### title SPECIAL PROBLEMS ### description In-depth study of a research or design and development problem under the supervision of a faculty member. ### requirements text Consent of instructor ### credits min 1 ### credits max 3 ### credit offering ids * 1272:112:000547 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 99a1f1397f7e184cb8e8e43d2295d68e0a778fbf3e2a0291439da8d3f40b883c ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary BSE 999 is a special problems course involving in-depth study of a research or design and development problem under faculty supervision. ### llm topics * Research and design/development problems ### llm skills * Research and design/development problem solving ### llm assumed background None recorded. ### llm search phrases * BSE 999 special problems * independent study BSE * research design development BSE ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 7ffa5a8d865cb312e479e2ddb0bd17bcd7d04cc7b045908736408fd67dec6629 #### course id BSE 999 #### current instructors ```json [ { "instructor_uid": "instructor_fd5ac2e0bd5bb200ef937afc", "message": "No course-specific reviews available", "name": "Anita Thompson", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2515947", "summary": [] }, { "instructor_uid": "instructor_3d28cab36acc5ea18926c5ac", "message": "No course-specific reviews available", "name": "Joao Reboucas Dorea", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_0d8b6e12658e3c95cf8e7aa5", "message": "No course-specific reviews available", "name": "Matthew Digman", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_7421eccfb6a9888ee073fe3b", "message": "No course-specific reviews available", "name": "Sundaram Gunasekaran", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1651529", "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 ANITA THOMPSON is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 999", "run_id": "20260907T155543-ce3781c4", "section_number": 9, "source_course_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "source_record": { "entity_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" } ] } ``` JOAO REBOUCAS DOREA is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 999", "run_id": "20260907T155543-ce3781c4", "section_number": 20, "source_course_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "source_record": { "entity_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "BSE 999", "run_id": "20260907T155543-ce3781c4", "section_number": 33, "source_course_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "source_record": { "entity_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` MATTHEW DIGMAN is recorded teaching in Spring 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 999", "run_id": "20260907T155543-ce3781c4", "section_number": 21, "source_course_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "source_record": { "entity_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "BSE 999", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "source_record": { "entity_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` SUNDARAM GUNASEKARAN is recorded teaching in Fall 2016. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 999", "run_id": "20260907T155543-ce3781c4", "section_number": 18, "source_course_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "source_record": { "entity_id": "e1ff8861-c963-395f-a5e4-643484ee41f8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "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_fd5ac2e0bd5bb200ef937afc", "source": "enrollment", "source_instructor_id": "amthompson2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Anita Thompson", "email": "AMTHOMPSON2@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": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2515947", "source_url": "https://www.ratemyprofessors.com/professor/2515947", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:02.608764+00:00", "courses": { "course_c34a5969a9274d7260732350": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_ea44c428c56b98f3ced1d8b7": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANITA_THOMPSON" }, { "instructor_uid": "instructor_3d28cab36acc5ea18926c5ac", "source": "enrollment", "source_instructor_id": "reboucasdore", "identity_basis": "netid", "identity_status": "source_identified", "name": "Joao Reboucas Dorea", "email": "JOAO.DOREA@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/JOAO_REBOUCAS_DOREA" }, { "instructor_uid": "instructor_0d8b6e12658e3c95cf8e7aa5", "source": "enrollment", "source_instructor_id": "digman", "identity_basis": "netid", "identity_status": "source_identified", "name": "Matthew Digman", "email": "DIGMAN@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/MATTHEW_DIGMAN" }, { "instructor_uid": "instructor_7421eccfb6a9888ee073fe3b", "source": "enrollment", "source_instructor_id": "guna", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sundaram Gunasekaran", "email": "GUNA@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": 2, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1651529", "source_url": "https://www.ratemyprofessors.com/professor/1651529", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:24.430498+00:00", "courses": { "course_74b7ecb14d437e6f80d69bf2": { "review_count": 2, "quality": 2, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4432050291709526, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SUNDARAM_GUNASEKARAN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:112:000547", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1272", "source_course_id": "000547", "source_subject_id": "112", "title": "Special Problems", "credits_min": 1, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:10183", "term_id": "1272", "source_section_id": "10183", "identity_basis": "class_number", "section_number": "018", "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:1272:10326", "term_id": "1272", "source_section_id": "10326", "identity_basis": "class_number", "section_number": "003", "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:1272:10434", "term_id": "1272", "source_section_id": "10434", "identity_basis": "class_number", "section_number": "009", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 2, "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:1272:34070", "term_id": "1272", "source_section_id": "34070", "identity_basis": "class_number", "section_number": "020", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 3, "enrolled": 0, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_9ee35d4338e089166d83b361", "source": "madgrades", "source_instructor_id": "3567094", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANITA THOMPSON", "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": 3, "quality": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2515947", "source_url": "https://www.ratemyprofessors.com/professor/2515947", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:02.608764+00:00", "courses": { "course_c34a5969a9274d7260732350": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_ea44c428c56b98f3ced1d8b7": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.308, "graded": 670, "counts": [ 219, 195, 124, 72, 48, 10, 2 ], "sections": 112 }, "instructor_url": "/instructors/ANITA_THOMPSON--instructor_9ee35d4338e089166d83b361" }, { "instructor_uid": "instructor_0b582c8dede183e9afbfbb40", "source": "madgrades", "source_instructor_id": "4847746", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT ANEX", "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": 1.69, "difficulty": 3.5, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:1999387", "source_url": "https://www.ratemyprofessors.com/professor/1999387", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:46.763214+00:00", "courses": { "course_74b7ecb14d437e6f80d69bf2": { "review_count": 7, "quality": 1.57, "difficulty": 3.14, "quality_count": 7, "difficulty_count": 7 }, "course_eed3c9f536e42df4ae917922": { "review_count": 9, "quality": 1.78, "difficulty": 3.78, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 2.7842698797481082, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.897, "graded": 1206, "counts": [ 198, 176, 386, 190, 209, 35, 12 ], "sections": 81 }, "instructor_url": "/instructors/ROBERT_ANEX--instructor_0b582c8dede183e9afbfbb40" }, { "instructor_uid": "instructor_69d494b00ae514154bd5becb", "source": "madgrades", "source_instructor_id": "635534", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOUGLAS REINEMANN", "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": 3.454, "graded": 1623, "counts": [ 722, 448, 273, 75, 59, 25, 21 ], "sections": 98 }, "instructor_url": "/instructors/DOUGLAS_REINEMANN" }, { "instructor_uid": "instructor_a348bc77d8a98acb0390457f", "source": "madgrades", "source_instructor_id": "3200726", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REBECCA LARSON", "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": 4, "quality": 4.25, "difficulty": 1.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2901713", "source_url": "https://www.ratemyprofessors.com/professor/2901713", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:23.603534+00:00", "courses": { "course_21f2f34ebd5e983f1bc038a1": { "review_count": 1, "quality": 3, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7580714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.677, "graded": 622, "counts": [ 424, 79, 67, 29, 19, 3, 1 ], "sections": 51 }, "instructor_url": "/instructors/REBECCA_LARSON--instructor_a348bc77d8a98acb0390457f" }, { "instructor_uid": "instructor_237b2d7cbc6b851ab0161072", "source": "madgrades", "source_instructor_id": "3213425", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISHNAPURAM KARTHIKEYAN", "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": 3.239, "graded": 1023, "counts": [ 310, 214, 267, 156, 59, 15, 2 ], "sections": 117 }, "instructor_url": "/instructors/KRISHNAPURAM_KARTHIKEYAN--instructor_237b2d7cbc6b851ab0161072" }, { "instructor_uid": "instructor_0302048966cc03f9f593b1d8", "source": "madgrades", "source_instructor_id": "2600979", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUNDARAM GUNASEKARAN", "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": 3, "quality": 2, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1651529", "source_url": "https://www.ratemyprofessors.com/professor/1651529", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:24.430498+00:00", "courses": { "course_74b7ecb14d437e6f80d69bf2": { "review_count": 2, "quality": 2, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4432050291709526, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.952, "graded": 765, "counts": [ 217, 109, 150, 103, 127, 47, 12 ], "sections": 110 }, "instructor_url": "/instructors/SUNDARAM_GUNASEKARAN--instructor_0302048966cc03f9f593b1d8" }, { "instructor_uid": "instructor_2e360dcae575148aa7164338", "source": "madgrades", "source_instructor_id": "2600316", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD HARTEL", "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": 3.027, "graded": 1738, "counts": [ 362, 243, 683, 120, 289, 35, 6 ], "sections": 174 }, "instructor_url": "/instructors/RICHARD_HARTEL--instructor_2e360dcae575148aa7164338" }, { "instructor_uid": "instructor_09c02e3b3617d5f14c8e4267", "source": "madgrades", "source_instructor_id": "5123692", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER CHOI", "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": 4, "quality": 3.25, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2592505", "source_url": "https://www.ratemyprofessors.com/professor/2592505", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:24.268184+00:00", "courses": { "course_159c6ad76d7ffad6a2830fba": { "review_count": 3, "quality": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 }, "course_7ce912989a41e6df793c30b1": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.591404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.217, "graded": 703, "counts": [ 202, 185, 165, 76, 50, 21, 4 ], "sections": 71 }, "instructor_url": "/instructors/CHRISTOPHER_CHOI--instructor_09c02e3b3617d5f14c8e4267" }, { "instructor_uid": "instructor_1d75e13de4a945491b5471a4", "source": "madgrades", "source_instructor_id": "4616626", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TROY RUNGE", "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": 17, "quality": 3.88, "difficulty": 2.94, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1986240", "source_url": "https://www.ratemyprofessors.com/professor/1986240", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:05.212331+00:00", "courses": { "course_0953f4d85f3f4545ed6a67cd": { "review_count": 8, "quality": 3.38, "difficulty": 3.12, "quality_count": 8, "difficulty_count": 8 }, "course_c3456a6976e4f7f36ddc6600": { "review_count": 9, "quality": 4.33, "difficulty": 2.78, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.7609112343495106, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.218, "graded": 1881, "counts": [ 534, 397, 625, 112, 173, 26, 14 ], "sections": 96 }, "instructor_url": "/instructors/TROY_RUNGE--instructor_1d75e13de4a945491b5471a4" }, { "instructor_uid": "instructor_7896f9bd6a0f3587304b0ea5", "source": "madgrades", "source_instructor_id": "3016588", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MATTHEW DIGMAN", "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": 3.537, "graded": 610, "counts": [ 312, 152, 79, 41, 16, 6, 4 ], "sections": 38 }, "instructor_url": "/instructors/MATTHEW_DIGMAN--instructor_7896f9bd6a0f3587304b0ea5" }, { "instructor_uid": "instructor_3cd10be80e459ad028961693", "source": "madgrades", "source_instructor_id": "5172125", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOAO REBOUCAS DOREA", "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": 3.866, "graded": 86, "counts": [ 77, 3, 4, 0, 1, 0, 1 ], "sections": 33 }, "instructor_url": "/instructors/JOAO_REBOUCAS_DOREA--instructor_3cd10be80e459ad028961693" }, { "instructor_uid": "instructor_0d8b6e12658e3c95cf8e7aa5", "source": "enrollment", "source_instructor_id": "digman", "identity_basis": "netid", "identity_status": "source_identified", "name": "Matthew Digman", "email": "DIGMAN@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/MATTHEW_DIGMAN" }, { "instructor_uid": "instructor_3d28cab36acc5ea18926c5ac", "source": "enrollment", "source_instructor_id": "reboucasdore", "identity_basis": "netid", "identity_status": "source_identified", "name": "Joao Reboucas Dorea", "email": "JOAO.DOREA@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/JOAO_REBOUCAS_DOREA" }, { "instructor_uid": "instructor_7421eccfb6a9888ee073fe3b", "source": "enrollment", "source_instructor_id": "guna", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sundaram Gunasekaran", "email": "GUNA@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": 2, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1651529", "source_url": "https://www.ratemyprofessors.com/professor/1651529", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:24.430498+00:00", "courses": { "course_74b7ecb14d437e6f80d69bf2": { "review_count": 2, "quality": 2, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4432050291709526, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SUNDARAM_GUNASEKARAN" }, { "instructor_uid": "instructor_fd5ac2e0bd5bb200ef937afc", "source": "enrollment", "source_instructor_id": "amthompson2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Anita Thompson", "email": "AMTHOMPSON2@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": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2515947", "source_url": "https://www.ratemyprofessors.com/professor/2515947", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:02.608764+00:00", "courses": { "course_c34a5969a9274d7260732350": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_ea44c428c56b98f3ced1d8b7": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANITA_THOMPSON" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "Anita Thompson" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "Robert Anex" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "DOUGLAS REINEMANN" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "Rebecca Larson" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Krishnapuram Karthikeyan" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Krishnapuram Karthikeyan" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Sundaram Gunasekaran" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Richard Hartel" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Christopher Choi", "Matthew Digman", "Troy Runge" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Matthew Digman" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Joao Reboucas Dorea" ], "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": [ "BSE 999" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 999", "course_uid": "course_b0f68f3f1fc74168326310ea", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Joao Reboucas Dorea" ], "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": [ "BSE 999" ] } ] ``` ### statistics #### graded 0 #### counts * 0 * 0 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b0f68f3f1fc74168326310ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b0f68f3f1fc74168326310ea-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b0f68f3f1fc74168326310ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b0f68f3f1fc74168326310ea-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b0f68f3f1fc74168326310ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b0f68f3f1fc74168326310ea-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends None recorded. ## following None recorded.