# LSC 682: Senior Honors Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LSC_682) ## 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 0a1dfaf8f065180c96c3d5102532c33eaa680d341c55a680a326c91d4e3d95cd ### course id LSC 682 ### course uid course\_ccb94ee868ba6e652d9dfedd ### catalog version id dd6f9a11690a3da9c8369982b6fc7ad2b3a88436ce3d016cb418abd7fe1125ca ### course number 682 ### subjects * LSC ### title SENIOR HONORS THESIS ### description Second semester of individual study for majors completing theses for Honors degrees as arranged with a faculty member. ### requirements text Consent of instructor ### credits min 2 ### credits max 4 ### credit offering ids * 1272:120:021131 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 3589c4630f28c1b0fb92e4344854a27a202874a4414463ea43f302ca7ec77b4e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LSC 682 is the second semester of individual study for LSC majors completing their Honors theses. ### llm topics * Honors thesis research and writing ### llm skills * Thesis completion and individual research ### llm assumed background None recorded. ### llm search phrases * senior honors thesis * LSC 682 individual study * honors degree thesis * LSC major thesis ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 7304eaa7a9b033a553a7ac5717a6fc10f309a36c494dbb0ddb92d792e25014e6 #### course id LSC 682 #### 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_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 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 682", "run_id": "20260907T155543-ce3781c4", "section_number": 9, "source_course_id": "0f33e323-5974-3bf2-bba5-92a39589f56f", "source_record": { "entity_id": "0f33e323-5974-3bf2-bba5-92a39589f56f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` DOMINIQUE BROSSARD is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 682", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "0f33e323-5974-3bf2-bba5-92a39589f56f", "source_record": { "entity_id": "0f33e323-5974-3bf2-bba5-92a39589f56f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` KAIPING CHEN is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 682", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0f33e323-5974-3bf2-bba5-92a39589f56f", "source_record": { "entity_id": "0f33e323-5974-3bf2-bba5-92a39589f56f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "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_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": "1272:120:021131", "course_id": "LSC 682", "course_uid": "course_ccb94ee868ba6e652d9dfedd", "term_id": "1272", "source_course_id": "021131", "source_subject_id": "120", "title": "Senior Honors Thesis", "credits_min": 2, "credits_max": 4, "typically_offered": "Fall, Spring, Summer" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:26887", "term_id": "1272", "source_section_id": "26887", "identity_basis": "class_number", "section_number": "001", "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:1272:36496", "term_id": "1272", "source_section_id": "36496", "identity_basis": "class_number", "section_number": "002", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:36497", "term_id": "1272", "source_section_id": "36497", "identity_basis": "class_number", "section_number": "003", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:36498", "term_id": "1272", "source_section_id": "36498", "identity_basis": "class_number", "section_number": "004", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:36499", "term_id": "1272", "source_section_id": "36499", "identity_basis": "class_number", "section_number": "005", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:36500", "term_id": "1272", "source_section_id": "36500", "identity_basis": "class_number", "section_number": "006", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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_0ca82795a09855ad872a8217", "source": "madgrades", "source_instructor_id": "4907893", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NEIL STENHOUSE", "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": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2091308", "source_url": "https://www.ratemyprofessors.com/professor/2091308", "match_basis": "exact_name", "observed_at": "2026-09-07 16:14:20.158714+00:00", "courses": { "course_887d019bdf21ec7676231bc8": { "review_count": 3, "quality": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.7040745943883437, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.485, "graded": 424, "counts": [ 211, 89, 62, 32, 27, 2, 1 ], "sections": 16 }, "instructor_url": "/instructors/NEIL_STENHOUSE" }, { "instructor_uid": "instructor_624a8c2549ee2d04057ad18e", "source": "madgrades", "source_instructor_id": "5027904", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KAIPING CHEN", "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": 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 }, "grade_statistics": { "gpa": 3.658, "graded": 857, "counts": [ 553, 142, 101, 26, 26, 6, 3 ], "sections": 26 }, "instructor_url": "/instructors/KAIPING_CHEN--instructor_624a8c2549ee2d04057ad18e" }, { "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, "difficulty": 2.63, "quality_count": 70, "difficulty_count": 70, "profile_id": "rmp:463657", "source_url": "https://www.ratemyprofessors.com/professor/463657", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:33.625889+00:00", "courses": { "course_7ccfa99dd758e5817b6fe5be": { "review_count": 27, "quality": 4.07, "difficulty": 2.37, "quality_count": 27, "difficulty_count": 27 }, "course_11c1b6f96b9aa3a758a94516": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_d52e6550516b857ad50d5da1": { "review_count": 5, "quality": 4.2, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.6832635074547992, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.372, "graded": 2836, "counts": [ 1167, 758, 445, 222, 145, 62, 37 ], "sections": 126 }, "instructor_url": "/instructors/DIETRAM_SCHEUFELE--instructor_26d6aa70eb0fddc656ed33f8" }, { "instructor_uid": "instructor_8ad88f7eca6e32428d207003", "source": "madgrades", "source_instructor_id": "3919931", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOMINIQUE BROSSARD", "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": 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 }, "grade_statistics": { "gpa": 3.726, "graded": 1240, "counts": [ 827, 253, 109, 25, 14, 9, 3 ], "sections": 148 }, "instructor_url": "/instructors/DOMINIQUE_BROSSARD--instructor_8ad88f7eca6e32428d207003" }, { "instructor_uid": "instructor_ad8655b3174ad574b48cc3a2", "source": "madgrades", "source_instructor_id": "1026354", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRET SHAW", "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": 3.778, "graded": 194, "counts": [ 148, 25, 15, 3, 0, 1, 2 ], "sections": 68 }, "instructor_url": "/instructors/BRET_SHAW--instructor_ad8655b3174ad574b48cc3a2" }, { "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" }, { "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_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_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_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" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 682", "course_uid": "course_ccb94ee868ba6e652d9dfedd", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "NEIL STENHOUSE" ], "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": [ "LSC 682" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 682", "course_uid": "course_ccb94ee868ba6e652d9dfedd", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Kaiping Chen" ], "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": [ "LSC 682" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 682", "course_uid": "course_ccb94ee868ba6e652d9dfedd", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "DIETRAM SCHEUFELE", "Dominique Brossard" ], "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": [ "LSC 682" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 682", "course_uid": "course_ccb94ee868ba6e652d9dfedd", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Bret Shaw" ], "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": [ "LSC 682" ] } ] ``` ### statistics #### graded 0 #### counts * 0 * 0 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ccb94ee868ba6e652d9dfedd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ccb94ee868ba6e652d9dfedd-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ccb94ee868ba6e652d9dfedd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ccb94ee868ba6e652d9dfedd-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ccb94ee868ba6e652d9dfedd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ccb94ee868ba6e652d9dfedd-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends None recorded. ## following None recorded.