# PHYSICS 681: Senior Honors Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHYSICS_681) ## 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 87161adecfdebe094eefe15490ddaf6c071e2b40d5ba2ac8675e4111093d79a5 ### course id PHYSICS 681 ### course uid course\_bf60eeaf8405d6fec7ab9391 ### catalog version id ffd69fa528883f841880e2cbb432b7488885273ce22f91e6138ac1aec63f9473 ### course number 681 ### subjects * PHYSICS ### title SENIOR HONORS THESIS ### description Mentored individual research and study for students completing Physics Honors in the Major. ### requirements text Consent of instructor ### credits min 3 ### credits max 3 ### credit offering ids * 1272:754:015664 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 591856342bc9b3bc0882b65f608702f0fbb245edacda43e2b829ac410f40ab10 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PHYSICS 681 is a mentored individual research and study course for students completing Physics Honors in the Major. ### llm topics * Senior Honors Thesis. ### llm skills * Individual research and study. ### llm assumed background * Completion of Physics Honors in the Major program. ### llm search phrases * Physics Honors Thesis * Senior Honors Thesis Physics * Physics 681 research * undergraduate thesis physics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash ee086c2b08d725305408406dee74e290248c1cd086b862711ea8af3ab57c0c7c #### course id PHYSICS 681 #### current instructors ```json [ { "instructor_uid": "instructor_dda38f48f20f5bd42f17f78d", "message": "No course-specific reviews available", "name": "Alex Levchenko", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2142180", "summary": [] }, { "instructor_uid": "instructor_dce88f3418df7f00639d839d", "message": "No course-specific reviews available", "name": "Benjamin Spike", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2422922", "summary": [] }, { "instructor_uid": "instructor_d578df90e3c96f783c76bf3f", "message": "No course-specific reviews available", "name": "Ellen Zweibel", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1444172", "summary": [] }, { "instructor_uid": "instructor_6a6d0673954d49db0afb5cf4", "message": "No course-specific reviews available", "name": "Ilya Esterlis", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3005503", "summary": [] }, { "instructor_uid": "instructor_501d48df5569e083e202db1b", "message": "No course-specific reviews available", "name": "Joshua Foster", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3157011", "summary": [] }, { "instructor_uid": "instructor_a7536c3e695285bd3d1e2822", "message": "No course-specific reviews available", "name": "Josiah Sinclair", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_cf4a7df41993c3bbb38948ae", "message": "No course-specific reviews available", "name": "Mariel Pettee", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_fc03e5ca78dd62dc2f1b6028", "message": "No course-specific reviews available", "name": "Matthew Otten", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_3f8537fa491cb22a2100c35e", "message": "No course-specific reviews available", "name": "Maxim Vavilov", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1729783", "summary": [] }, { "instructor_uid": "instructor_882714bf5391ba8a486fae84", "message": "No course-specific reviews available", "name": "Roman Kuzmin", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2989987", "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 BENJAMIN SPIKE is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHYSICS 681", "run_id": "20260907T155543-ce3781c4", "section_number": 47, "source_course_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "source_record": { "entity_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` ELLEN ZWEIBEL is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHYSICS 681", "run_id": "20260907T155543-ce3781c4", "section_number": 16, "source_course_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "source_record": { "entity_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" } ] } ``` MATTHEW OTTEN is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHYSICS 681", "run_id": "20260907T155543-ce3781c4", "section_number": 120, "source_course_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "source_record": { "entity_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` MAXIM VAVILOV is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHYSICS 681", "run_id": "20260907T155543-ce3781c4", "section_number": 52, "source_course_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "source_record": { "entity_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` ROMAN KUZMIN is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHYSICS 681", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "source_record": { "entity_id": "ab6b4571-b766-3597-a468-8329a6039ff8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "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_dda38f48f20f5bd42f17f78d", "source": "enrollment", "source_instructor_id": "olevchenko", "identity_basis": "netid", "identity_status": "source_identified", "name": "Alex Levchenko", "email": "LEVCHENKO@PHYSICS.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": 18, "quality": 2.94, "difficulty": 4.33, "quality_count": 18, "difficulty_count": 18, "profile_id": "rmp:2142180", "source_url": "https://www.ratemyprofessors.com/professor/2142180", "match_basis": "exact_name", "observed_at": "2026-09-07 16:53:23.937594+00:00", "courses": { "course_d1341e0b9824e63e21c5b17b": { "review_count": 1, "quality": 3, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.3187819913403134, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ALEX_LEVCHENKO" }, { "instructor_uid": "instructor_dce88f3418df7f00639d839d", "source": "enrollment", "source_instructor_id": "btspike", "identity_basis": "netid", "identity_status": "source_identified", "name": "Benjamin Spike", "email": "BTSPIKE@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": 29, "quality": 3.59, "difficulty": 3.55, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:2422922", "source_url": "https://www.ratemyprofessors.com/professor/2422922", "match_basis": "exact_name", "observed_at": "2026-09-07 16:52:02.061554+00:00", "courses": { "course_0a6dafcdaeb7c047d94f694f": { "review_count": 3, "quality": 3, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_0102faba3a6a173105857f06": { "review_count": 5, "quality": 3.4, "difficulty": 3, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.6184431769577943, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BENJAMIN_SPIKE" }, { "instructor_uid": "instructor_d578df90e3c96f783c76bf3f", "source": "enrollment", "source_instructor_id": "egzweibel", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ellen Zweibel", "email": "ZWEIBEL@ASTRO.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": 1, "quality": 2, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1444172", "source_url": "https://www.ratemyprofessors.com/professor/1444172", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:19.234620+00:00", "courses": {}, "bayesian_quality": 3.580653127187234, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ELLEN_ZWEIBEL" }, { "instructor_uid": "instructor_6a6d0673954d49db0afb5cf4", "source": "enrollment", "source_instructor_id": "esterlis", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ilya Esterlis", "email": "ESTERLIS@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": 5, "difficulty": 4, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:3005503", "source_url": "https://www.ratemyprofessors.com/professor/3005503", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:50.012106+00:00", "courses": { "course_aa45660f057a2b2997243229": { "review_count": 2, "quality": 5, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.00717465447896, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ILYA_ESTERLIS" }, { "instructor_uid": "instructor_501d48df5569e083e202db1b", "source": "enrollment", "source_instructor_id": "jwfoster", "identity_basis": "netid", "identity_status": "source_identified", "name": "Joshua Foster", "email": "JWFOSTER@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/JOSHUA_FOSTER" }, { "instructor_uid": "instructor_a7536c3e695285bd3d1e2822", "source": "enrollment", "source_instructor_id": "jjsinclair", "identity_basis": "netid", "identity_status": "source_identified", "name": "Josiah Sinclair", "email": "JOSIAH.SINCLAIR@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/JOSIAH_SINCLAIR" }, { "instructor_uid": "instructor_cf4a7df41993c3bbb38948ae", "source": "enrollment", "source_instructor_id": "mpettee", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mariel Pettee", "email": "MPETTEE@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/MARIEL_PETTEE" }, { "instructor_uid": "instructor_fc03e5ca78dd62dc2f1b6028", "source": "enrollment", "source_instructor_id": "mjotten", "identity_basis": "netid", "identity_status": "source_identified", "name": "Matthew Otten", "email": "MJOTTEN@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_OTTEN" }, { "instructor_uid": "instructor_3f8537fa491cb22a2100c35e", "source": "enrollment", "source_instructor_id": "vavilov", "identity_basis": "netid", "identity_status": "source_identified", "name": "Maxim Vavilov", "email": "VAVILOV@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, "difficulty": 3, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1729783", "source_url": "https://www.ratemyprofessors.com/professor/1729783", "match_basis": "exact_name", "observed_at": "2026-09-07 16:19:22.735076+00:00", "courses": {}, "bayesian_quality": 3.488656135960441, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MAXIM_VAVILOV" }, { "instructor_uid": "instructor_882714bf5391ba8a486fae84", "source": "enrollment", "source_instructor_id": "rkuzmin", "identity_basis": "netid", "identity_status": "source_identified", "name": "Roman Kuzmin", "email": "RKUZMIN@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": 9, "quality": 4.78, "difficulty": 3, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2989987", "source_url": "https://www.ratemyprofessors.com/professor/2989987", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:11.751679+00:00", "courses": { "course_aa45660f057a2b2997243229": { "review_count": 9, "quality": 4.78, "difficulty": 3, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 4.0073695058942045, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ROMAN_KUZMIN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:754:015664", "course_id": "PHYSICS 681", "course_uid": "course_bf60eeaf8405d6fec7ab9391", "term_id": "1272", "source_course_id": "015664", "source_subject_id": "754", "title": "Senior Honors Thesis", "credits_min": 3, "credits_max": 3, "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:1272:26901", "term_id": "1272", "source_section_id": "26901", "identity_basis": "class_number", "section_number": "031", "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:1272:33299", "term_id": "1272", "source_section_id": "33299", "identity_basis": "class_number", "section_number": "052", "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:1272:33316", "term_id": "1272", "source_section_id": "33316", "identity_basis": "class_number", "section_number": "047", "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:1272:33701", "term_id": "1272", "source_section_id": "33701", "identity_basis": "class_number", "section_number": "132", "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:1272:33702", "term_id": "1272", "source_section_id": "33702", "identity_basis": "class_number", "section_number": "152", "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:1272:33954", "term_id": "1272", "source_section_id": "33954", "identity_basis": "class_number", "section_number": "120", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:34155", "term_id": "1272", "source_section_id": "34155", "identity_basis": "class_number", "section_number": "107", "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:1272:34177", "term_id": "1272", "source_section_id": "34177", "identity_basis": "class_number", "section_number": "062", "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:1272:34192", "term_id": "1272", "source_section_id": "34192", "identity_basis": "class_number", "section_number": "055", "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:1272:38374", "term_id": "1272", "source_section_id": "38374", "identity_basis": "class_number", "section_number": "193", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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_1549d1eeca87f83894cef694", "source": "madgrades", "source_instructor_id": "2600240", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FRANZ HIMPSEL", "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": 2.43, "difficulty": 1.43, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1256097", "source_url": "https://www.ratemyprofessors.com/professor/1256097", "match_basis": "exact_name", "observed_at": "2026-09-07 16:39:03.620536+00:00", "courses": {}, "bayesian_quality": 3.3408783581826635, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.549, "graded": 639, "counts": [ 285, 191, 128, 18, 13, 4, 0 ], "sections": 35 }, "instructor_url": "/instructors/FRANZ_HIMPSEL" }, { "instructor_uid": "instructor_155480e4e0a5b5f2521c7b74", "source": "madgrades", "source_instructor_id": "2600149", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PETER TIMBIE", "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": 73, "quality": 2.71, "difficulty": 3.68, "quality_count": 73, "difficulty_count": 73, "profile_id": "rmp:700328", "source_url": "https://www.ratemyprofessors.com/professor/700328", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:58.518993+00:00", "courses": { "course_1c85f94a1b200cadc1e755b0": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_0a6dafcdaeb7c047d94f694f": { "review_count": 2, "quality": 1.5, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_0102faba3a6a173105857f06": { "review_count": 2, "quality": 3, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 }, "course_e8cfa648b149ecdf80de2aa5": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_1666a5a286d44301d42ee8d0": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_9809c83cf98a169703c3732a": { "review_count": 13, "quality": 1.77, "difficulty": 4.08, "quality_count": 13, "difficulty_count": 13 }, "course_8117ebeaf2f3accae0bb5cb6": { "review_count": 9, "quality": 3.67, "difficulty": 2.89, "quality_count": 9, "difficulty_count": 9 }, "course_97eb7bb938ff9affa3643b19": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.9142335018379772, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.114, "graded": 7375, "counts": [ 1647, 1844, 1766, 1217, 736, 110, 55 ], "sections": 116 }, "instructor_url": "/instructors/PETER_TIMBIE--instructor_155480e4e0a5b5f2521c7b74" }, { "instructor_uid": "instructor_66bd1117a18a0b29988a1774", "source": "madgrades", "source_instructor_id": "3089396", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARK SAFFMAN", "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": 2, "quality": 3.5, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2116556", "source_url": "https://www.ratemyprofessors.com/professor/2116556", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:30.280957+00:00", "courses": {}, "bayesian_quality": 3.6451688941332687, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.16, "graded": 1266, "counts": [ 305, 306, 355, 167, 107, 13, 13 ], "sections": 105 }, "instructor_url": "/instructors/MARK_SAFFMAN--instructor_66bd1117a18a0b29988a1774" }, { "instructor_uid": "instructor_d0d78383d9ed7c3e685524db", "source": "madgrades", "source_instructor_id": "2601871", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THAD G. WALKER", "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": 3.2, "graded": 1423, "counts": [ 484, 307, 306, 150, 94, 62, 20 ], "sections": 72 }, "instructor_url": "/instructors/THAD_G_WALKER--instructor_d0d78383d9ed7c3e685524db" }, { "instructor_uid": "instructor_7d499b235344220c5d8db793", "source": "madgrades", "source_instructor_id": "821094", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CARY FOREST", "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": 11, "quality": 2.73, "difficulty": 3.82, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:397184", "source_url": "https://www.ratemyprofessors.com/professor/397184", "match_basis": "exact_name", "observed_at": "2026-09-07 16:49:38.990806+00:00", "courses": { "course_97eb7bb938ff9affa3643b19": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_836e8ea19df9fe1516e4ecc4": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_3d31f8f280d8571385be79ba": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.329797279707481, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.193, "graded": 1088, "counts": [ 373, 161, 302, 117, 98, 24, 13 ], "sections": 109 }, "instructor_url": "/instructors/CARY_FOREST--instructor_7d499b235344220c5d8db793" }, { "instructor_uid": "instructor_a5561325a731944d54957989", "source": "madgrades", "source_instructor_id": "996354", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAN MC CAMMON", "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": 11, "quality": 2, "difficulty": 3.82, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:1118441", "source_url": "https://www.ratemyprofessors.com/professor/1118441", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:00.735268+00:00", "courses": { "course_3896d5f4d3f708994b298a89": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_1c85f94a1b200cadc1e755b0": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.070765021642965, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.235, "graded": 879, "counts": [ 225, 285, 218, 79, 37, 21, 14 ], "sections": 107 }, "instructor_url": "/instructors/DAN_MC_CAMMON--instructor_a5561325a731944d54957989" }, { "instructor_uid": "instructor_764d5d48c3d10a8abd3c44a1", "source": "madgrades", "source_instructor_id": "4003841", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MATTHEW F HERNDON", "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": 3.035, "graded": 10118, "counts": [ 1968, 2248, 2487, 1804, 1449, 104, 58 ], "sections": 106 }, "instructor_url": "/instructors/MATTHEW_F_HERNDON" }, { "instructor_uid": "instructor_89247a7c96c3f8dfd4004449", "source": "madgrades", "source_instructor_id": "4398828", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEFAN WESTERHOFF", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 16, "quality": 4.94, "difficulty": 3.5, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:1304665", "source_url": "https://www.ratemyprofessors.com/professor/1304665", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:03.074062+00:00", "courses": { "course_d1341e0b9824e63e21c5b17b": { "review_count": 3, "quality": 5, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_836e8ea19df9fe1516e4ecc4": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.228714324192554, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.16, "graded": 835, "counts": [ 239, 200, 199, 98, 62, 17, 20 ], "sections": 46 }, "instructor_url": "/instructors/STEFAN_WESTERHOFF--instructor_89247a7c96c3f8dfd4004449" }, { "instructor_uid": "instructor_a85a756d071b6eda8897234d", "source": "madgrades", "source_instructor_id": "4187680", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT MCDERMOTT", "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": 12, "quality": 2.17, "difficulty": 3.25, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:1786369", "source_url": "https://www.ratemyprofessors.com/professor/1786369", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:34.302886+00:00", "courses": {}, "bayesian_quality": 3.101053614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.234, "graded": 1249, "counts": [ 371, 304, 284, 175, 93, 16, 6 ], "sections": 91 }, "instructor_url": "/instructors/ROBERT_MCDERMOTT--instructor_a85a756d071b6eda8897234d" }, { "instructor_uid": "instructor_ea992c9a02223ac3a764cfe9", "source": "madgrades", "source_instructor_id": "3629752", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ELLEN ZWEIBEL", "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": 1, "quality": 2, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1444172", "source_url": "https://www.ratemyprofessors.com/professor/1444172", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:19.234620+00:00", "courses": {}, "bayesian_quality": 3.580653127187234, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.381, "graded": 740, "counts": [ 288, 197, 150, 49, 40, 8, 8 ], "sections": 120 }, "instructor_url": "/instructors/ELLEN_ZWEIBEL--instructor_ea992c9a02223ac3a764cfe9" }, { "instructor_uid": "instructor_1c2dced22d017cf21d25adc3", "source": "madgrades", "source_instructor_id": "3574840", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GARY SHIU", "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": 67, "quality": 3.99, "difficulty": 3.61, "quality_count": 67, "difficulty_count": 67, "profile_id": "rmp:549694", "source_url": "https://www.ratemyprofessors.com/professor/549694", "match_basis": "exact_name", "observed_at": "2026-09-07 16:38:37.919252+00:00", "courses": { "course_8117ebeaf2f3accae0bb5cb6": { "review_count": 14, "quality": 3.36, "difficulty": 3.79, "quality_count": 14, "difficulty_count": 14 }, "course_836e8ea19df9fe1516e4ecc4": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.914065697367034, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.006, "graded": 9066, "counts": [ 1923, 1764, 1957, 1691, 1578, 133, 20 ], "sections": 106 }, "instructor_url": "/instructors/GARY_SHIU--instructor_1c2dced22d017cf21d25adc3" }, { "instructor_uid": "instructor_289d7bfe2b0560f30c0956f9", "source": "madgrades", "source_instructor_id": "3643053", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DANIEL J CHUNG", "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": 3.295, "graded": 1119, "counts": [ 446, 143, 353, 79, 58, 30, 10 ], "sections": 69 }, "instructor_url": "/instructors/DANIEL_J_CHUNG" }, { "instructor_uid": "instructor_7ddd6465c60fc73ff08ee60c", "source": "madgrades", "source_instructor_id": "942709", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN SARFF", "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": 4.75, "difficulty": 2, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2429264", "source_url": "https://www.ratemyprofessors.com/professor/2429264", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:05.592350+00:00", "courses": { "course_8f18f98dbf0c944ea0381465": { "review_count": 4, 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