# GEOSCI 681: Senior Honors Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/GEOSCI_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 7137f0c6ea1f3d91d5ea9d07dafeaa05ccb5fb0431681e2961c582591894f91c ### course id GEOSCI 681 ### course uid course\_e7279f824ab6b8b042a08bff ### catalog version id 312e0383fab812da8c2679f034eaea0f133982c6604fdbc5dbd23495adf5d75c ### course number 681 ### subjects * GEOSCI ### title SENIOR HONORS THESIS ### description Individual mentored study for seniors completing theses for Honors in the Major as arranged with a faculty member. ### requirements text Consent of instructor ### credits min 3 ### credits max 3 ### credit offering ids * 1272:420:008600 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 2ded1079e92c7607331c027353f3001b642b7b6c0355eb56fd315189d102163e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary GEOSCI 681 is a senior mentored study course for students completing theses for Honors in the Major. ### llm topics * Senior Honors Thesis ### llm skills * Independent research and mentored study * Thesis writing and research completion ### llm assumed background * Senior standing and completion of Honors in the Major thesis requirements ### llm search phrases * GEOSCI 681 senior thesis * Honors in the Major geoscience * GEOSCI senior mentored study ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash e6b1e06d991f3b149ca3dd1b0339aa01b37c8806a192313cdf570c7cfaf2fbcc #### course id GEOSCI 681 #### current instructors ```json [ { "instructor_uid": "instructor_fe2ecfa10befa19172e361cd", "message": "No course-specific reviews available", "name": "Annie Bauer", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2626923", "summary": [] }, { "instructor_uid": "instructor_734cdc89c0d149f68aa1070b", "message": "No course-specific reviews available", "name": "Basil Tikoff", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:805558", "summary": [] }, { "instructor_uid": "instructor_2156dc069e3b6d45de066b18", "message": "No course-specific reviews available", "name": "Brad Singer", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_0cb786fc6078b0b501d9c0ec", "message": "No course-specific reviews available", "name": "Chloe Bonamici", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2446144", "summary": [] }, { "instructor_uid": "instructor_379a41beb46ff0ec7b085fd8", "message": "No course-specific reviews available", "name": "Christopher Zahasky", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3007768", "summary": [] }, { "instructor_uid": "instructor_676a3c3737e75a5c55ca7ebb", "message": "No course-specific reviews available", "name": "Clay Kelly", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:514631", "summary": [] }, { "instructor_uid": "instructor_f9bf53d4e8f03e2a3c1b61b3", "message": "No course-specific reviews available", "name": "David Lovelace", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2672165", "summary": [] }, { "instructor_uid": "instructor_e080952de0f0affed01fd1c8", "message": "No course-specific reviews available", "name": "Eva Golos", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_4c001af606e4a48bd88be221", "message": "No course-specific reviews available", "name": "Ken Ferrier", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2560648", "summary": [] }, { "instructor_uid": "instructor_549d8023f558300485915500", "message": "No course-specific reviews available", "name": "Laurel Goodwin", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:510766", "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 ANN BAUER is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 22, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` BASIL TIKOFF is recorded teaching in Fall 2012, Fall 2021, Spring 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` BRADLEY S. SINGER is recorded teaching in Fall 2006, Fall 2008, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` CHLOE BONAMICI is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` CLAY KELLY is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` DAVID LOVELACE is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 39, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" } ] } ``` EVA GOLOS is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 9, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` KEN FERRIER is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOSCI 681", "run_id": "20260907T155543-ce3781c4", "section_number": 44, "source_course_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "source_record": { "entity_id": "9cc77baa-e77e-3165-84ab-ecff8e7cc07e", "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_fe2ecfa10befa19172e361cd", "source": "enrollment", "source_instructor_id": "ambauer7", "identity_basis": "netid", "identity_status": "source_identified", "name": "Annie Bauer", "email": "ANNIE.BAUER@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": 17, "quality": 2.59, "difficulty": 3.88, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:2626923", "source_url": "https://www.ratemyprofessors.com/professor/2626923", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:00.616544+00:00", "courses": { "course_ba8fecc2b4c2cdfd9552b985": { "review_count": 2, "quality": 2.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_0911d463248b56fd56dfea6d": { "review_count": 14, "quality": 2.71, "difficulty": 3.93, "quality_count": 14, "difficulty_count": 14 } }, "bayesian_quality": 3.1682085316468083, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANNIE_BAUER" }, { "instructor_uid": "instructor_734cdc89c0d149f68aa1070b", "source": "enrollment", "source_instructor_id": "btikoff", "identity_basis": "netid", "identity_status": "source_identified", "name": "Basil Tikoff", "email": "BASIL@GEOLOGY.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": 26, "quality": 4.23, "difficulty": 2.54, "quality_count": 26, "difficulty_count": 26, "profile_id": "rmp:805558", "source_url": "https://www.ratemyprofessors.com/professor/805558", "match_basis": "exact_name", "observed_at": "2026-09-07 16:52:20.047345+00:00", "courses": { "course_4cf6092f224e24f3802dc57a": { "review_count": 8, "quality": 3.62, "difficulty": 2.38, "quality_count": 8, "difficulty_count": 8 }, "course_f683dea6d8828679405704e8": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.9820372971941724, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BASIL_TIKOFF" }, { "instructor_uid": "instructor_2156dc069e3b6d45de066b18", "source": "enrollment", "source_instructor_id": "bsinger", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brad Singer", "email": "BSINGER@GEOLOGY.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/BRAD_SINGER" }, { "instructor_uid": "instructor_0cb786fc6078b0b501d9c0ec", "source": "enrollment", "source_instructor_id": "bonamici", "identity_basis": "netid", "identity_status": "source_identified", "name": "Chloe Bonamici", "email": "BONAMICI@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": 3.33, "difficulty": 2.56, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2446144", "source_url": "https://www.ratemyprofessors.com/professor/2446144", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:48.515576+00:00", "courses": { "course_2cc2408e3e4ece5ecca4bf5b": { "review_count": 7, "quality": 3.86, "difficulty": 2, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 3.557369505894204, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/CHLOE_BONAMICI" }, { "instructor_uid": "instructor_379a41beb46ff0ec7b085fd8", "source": "enrollment", "source_instructor_id": "czahasky", "identity_basis": "netid", "identity_status": "source_identified", "name": "Christopher Zahasky", "email": "CZAHASKY@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": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3007768", "source_url": "https://www.ratemyprofessors.com/professor/3007768", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:50.646017+00:00", "courses": { "course_03ba942cade6b93c46886496": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/CHRISTOPHER_ZAHASKY" }, { "instructor_uid": "instructor_676a3c3737e75a5c55ca7ebb", "source": "enrollment", "source_instructor_id": "dckelly", "identity_basis": "netid", "identity_status": "source_identified", "name": "Clay Kelly", "email": "CKELLY@GEOLOGY.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": 44, "quality": 4.45, "difficulty": 2.23, "quality_count": 44, "difficulty_count": 44, "profile_id": "rmp:514631", "source_url": "https://www.ratemyprofessors.com/professor/514631", "match_basis": "exact_name", "observed_at": "2026-09-07 16:47:56.437574+00:00", "courses": { "course_47cd4afb8c73a5e831a6eaa7": { "review_count": 3, "quality": 4.67, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_c4afdc34fab0a207868d407e": { "review_count": 12, "quality": 4.42, "difficulty": 2.42, "quality_count": 12, "difficulty_count": 12 }, "course_fbffe267a6c9622d068bbc84": { "review_count": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_c38b179ce965016746d5572c": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.203026807358311, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/CLAY_KELLY" }, { "instructor_uid": "instructor_f9bf53d4e8f03e2a3c1b61b3", "source": "enrollment", "source_instructor_id": "dlovelace", "identity_basis": "netid", "identity_status": "source_identified", "name": "David Lovelace", "email": "DLOVELACE@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": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2672165", "source_url": "https://www.ratemyprofessors.com/professor/2672165", "match_basis": "exact_name", "observed_at": "2026-09-07 16:44:46.290549+00:00", "courses": { "course_f386fd59e445028098f1439d": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DAVID_LOVELACE" }, { "instructor_uid": "instructor_e080952de0f0affed01fd1c8", "source": "enrollment", "source_instructor_id": "golos", "identity_basis": "netid", "identity_status": "source_identified", "name": "Eva Golos", "email": "GOLOS@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/EVA_GOLOS" }, { "instructor_uid": "instructor_4c001af606e4a48bd88be221", "source": "enrollment", "source_instructor_id": "kferrier", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ken Ferrier", "email": "KFERRIER@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": 23, "quality": 3.48, "difficulty": 2.7, "quality_count": 23, "difficulty_count": 23, "profile_id": "rmp:2560648", "source_url": "https://www.ratemyprofessors.com/professor/2560648", "match_basis": "exact_name", "observed_at": "2026-09-07 16:26:20.335854+00:00", "courses": { "course_9583857ad55fe28b37a6eef1": { "review_count": 19, "quality": 3.68, "difficulty": 2.58, "quality_count": 19, "difficulty_count": 19 }, "course_4c0d6e24ae11e4c93afe04da": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.5635747830449285, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KEN_FERRIER" }, { "instructor_uid": "instructor_549d8023f558300485915500", "source": "enrollment", "source_instructor_id": "lgoodwin", "identity_basis": "netid", "identity_status": "source_identified", "name": "Laurel Goodwin", "email": "LAUREL@GEOLOGY.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": 6, "quality": 4, "difficulty": 3.17, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:510766", "source_url": "https://www.ratemyprofessors.com/professor/510766", "match_basis": "exact_name", "observed_at": "2026-09-07 16:24:04.253238+00:00", "courses": {}, "bayesian_quality": 3.7382198334973813, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/LAUREL_GOODWIN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:420:008600", "course_id": "GEOSCI 681", "course_uid": "course_e7279f824ab6b8b042a08bff", "term_id": "1272", "source_course_id": "008600", "source_subject_id": "420", "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:1272:15869", "term_id": "1272", "source_section_id": "15869", "identity_basis": "class_number", "section_number": "007", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:20931", "term_id": "1272", "source_section_id": "20931", "identity_basis": "class_number", "section_number": "022", "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:1272:23349", "term_id": "1272", "source_section_id": "23349", "identity_basis": "class_number", "section_number": "028", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:30031", "term_id": "1272", "source_section_id": "30031", "identity_basis": "class_number", "section_number": "015", "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:1272:33695", "term_id": "1272", "source_section_id": "33695", "identity_basis": "class_number", "section_number": "008", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:33700", "term_id": "1272", "source_section_id": "33700", "identity_basis": "class_number", "section_number": "044", "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:1272:33906", "term_id": "1272", "source_section_id": "33906", "identity_basis": "class_number", "section_number": "009", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:33907", "term_id": "1272", "source_section_id": "33907", "identity_basis": "class_number", "section_number": "043", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 2, "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:1272:37409", "term_id": "1272", "source_section_id": "37409", "identity_basis": "class_number", "section_number": "039", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:37488", "term_id": "1272", "source_section_id": "37488", "identity_basis": "class_number", "section_number": "050", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:38001", "term_id": "1272", "source_section_id": "38001", "identity_basis": "class_number", "section_number": "021", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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_35201ce8fc1f2548d3a5c2cf", "source": "madgrades", "source_instructor_id": "3040546", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRADLEY S. SINGER", "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": 3.232, "graded": 3541, "counts": [ 1257, 742, 693, 376, 362, 77, 34 ], "sections": 112 }, "instructor_url": "/instructors/BRADLEY_S_SINGER" }, { "instructor_uid": "instructor_634ad54b379c1d6a66d21737", "source": "madgrades", "source_instructor_id": "4632212", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEPHEN MEYERS", "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": 57, "quality": 4.81, "difficulty": 1.7, "quality_count": 57, "difficulty_count": 57, "profile_id": "rmp:1737995", "source_url": "https://www.ratemyprofessors.com/professor/1737995", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:46.095484+00:00", "courses": { "course_2cc2408e3e4ece5ecca4bf5b": { "review_count": 43, "quality": 4.79, "difficulty": 1.65, "quality_count": 43, "difficulty_count": 43 } }, "bayesian_quality": 4.511217086635479, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.533, "graded": 4075, "counts": [ 2212, 796, 591, 257, 156, 34, 29 ], "sections": 86 }, "instructor_url": "/instructors/STEPHEN_MEYERS--instructor_634ad54b379c1d6a66d21737" }, { "instructor_uid": "instructor_542f4d667df5376accd331ee", "source": "madgrades", "source_instructor_id": "1125428", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BASIL TIKOFF", "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": 26, "quality": 4.23, "difficulty": 2.54, "quality_count": 26, "difficulty_count": 26, "profile_id": "rmp:805558", "source_url": "https://www.ratemyprofessors.com/professor/805558", "match_basis": "exact_name", "observed_at": "2026-09-07 16:52:20.047345+00:00", "courses": { "course_4cf6092f224e24f3802dc57a": { "review_count": 8, "quality": 3.62, "difficulty": 2.38, "quality_count": 8, "difficulty_count": 8 }, "course_f683dea6d8828679405704e8": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.9820372971941724, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.119, "graded": 1921, "counts": [ 579, 283, 571, 195, 218, 49, 26 ], "sections": 159 }, "instructor_url": "/instructors/BASIL_TIKOFF--instructor_542f4d667df5376accd331ee" }, { "instructor_uid": "instructor_5f47ae13fc1716d75a3dddc2", "source": "madgrades", "source_instructor_id": "4441039", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID LOVELACE", "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": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2672165", "source_url": "https://www.ratemyprofessors.com/professor/2672165", "match_basis": "exact_name", "observed_at": "2026-09-07 16:44:46.290549+00:00", "courses": { "course_f386fd59e445028098f1439d": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.318, "graded": 327, "counts": [ 131, 74, 61, 28, 20, 9, 4 ], "sections": 47 }, "instructor_url": "/instructors/DAVID_LOVELACE--instructor_5f47ae13fc1716d75a3dddc2" }, { "instructor_uid": "instructor_98360ceedbc2689a35172fa9", "source": "madgrades", "source_instructor_id": "3989454", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC RODEN", "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": 29, "quality": 2.59, "difficulty": 3, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:830633", "source_url": "https://www.ratemyprofessors.com/professor/830633", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:38.759292+00:00", "courses": { "course_96bd210ad86a5186b87a8a1b": { "review_count": 4, "quality": 1.75, "difficulty": 4, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.0266064422639167, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.124, "graded": 3506, "counts": [ 1083, 658, 756, 458, 399, 105, 47 ], "sections": 163 }, "instructor_url": "/instructors/ERIC_RODEN--instructor_98360ceedbc2689a35172fa9" }, { "instructor_uid": "instructor_c0ef90dab02e05dfbf17eeee", "source": "madgrades", "source_instructor_id": "6218612", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANN BAUER", "email": null, 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