# PHMSCI 752: Gxp (good Practice): Working in a Regulated Environment | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHMSCI_752) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 09657d3467f2e8c76e82ded2dd37df20c6b267ef40e3df65a9ace944765e6dcf ### course id PHMSCI 752 ### course uid course\_ee6cb94522a1a851fc6fc1f8 ### catalog version id 200b0fad1c5fe22f197c3b0261c93769ec4c1ee5b9b62f9b1e985bb299ed4767 ### course number 752 ### subjects * PHMSCI ### title GXP (GOOD PRACTICE): WORKING IN A REGULATED ENVIRONMENT ### description The pharmaceutical and biopharmaceutical industries have strict documentation and production requirements. Prepares the learner to work in a regulated environment. Explains roles and responsibilities across multiple disciplines and proper documentation practices. Prepares learner for protocol, report creation and audit responses. Discusses specifications, guidances and root-cause analysis. ### requirements text Declared in MS Pharmaceutical Sciences or Capstone Certificate in Applied Drug Development ### credits min 3 ### credits max 3 ### credit offering ids * 1272:718:025614 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 66a9eb135983134fa52d654544790677807802295d5348a085cce349a9e5d043 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PHMSCI 752 teaches GXP principles for working in regulated pharmaceutical environments, focusing on documentation, protocols, and audit readiness. ### llm topics * Documentation and production requirements in pharma/biopharma * Roles and responsibilities across disciplines * Protocol and report creation, audit responses * Specifications, guidances, and root-cause analysis ### llm skills * Working in a regulated pharmaceutical/biopharmaceutical environment * Understanding roles, responsibilities, and documentation practices * Protocol and report creation, and audit response preparation * Root-cause analysis and understanding specifications/guidances ### llm assumed background None recorded. ### llm search phrases * GXP compliance training * pharmaceutical documentation practices * regulated environment protocols * audit response preparation * root-cause analysis in pharma ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash a8207cdef850ad6b3dda32e9b9ebbc6e5aecb2eb70e5dd61612d221e22ca44c9 #### course id PHMSCI 752 #### current instructors ```json [ { "instructor_uid": "instructor_45cbe0294227fa563fe11ff9", "message": "No course-specific reviews available", "name": "Abigail Davis", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 3.84 GPA, 94.7% A/AB (n=19 letter grades); Spring 2025: 3.68 GPA, 86.7% A/AB (n=30 letter grades); Fall 2025: 3.90 GPA, 93.3% A/AB (n=15 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_6389268012041a083271c9f8", "message": "No course-specific reviews available", "name": "Olga Ganz", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 3.84 GPA, 94.7% A/AB (n=19 letter grades); Spring 2025: 3.68 GPA, 86.7% A/AB (n=30 letter grades); Fall 2025: 3.90 GPA, 93.3% A/AB (n=15 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_cc132d9799682bdd19e9bf46", "message": "No course-specific reviews available", "name": "Ross Meyers", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 3.84 GPA, 94.7% A/AB (n=19 letter grades); Spring 2025: 3.68 GPA, 86.7% A/AB (n=30 letter grades); Fall 2025: 3.90 GPA, 93.3% A/AB (n=15 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_dd367e4abb70e632c91fcdea", "message": "No course-specific reviews available", "name": "Sharon Ayd", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 3.84 GPA, 94.7% A/AB (n=19 letter grades); Spring 2025: 3.68 GPA, 86.7% A/AB (n=30 letter grades); Fall 2025: 3.90 GPA, 93.3% A/AB (n=15 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2024: 3.84 GPA, 94.7% A/AB (n=19 letter grades); Spring 2025: 3.68 GPA, 86.7% A/AB (n=30 letter grades); Fall 2025: 3.90 GPA, 93.3% A/AB (n=15 letter grades). ```json { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ABIGAIL DAVIS is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` OLGA GANZ is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` ROSS MEYERS is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` SHARON AYD is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHMSCI 752", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "source_record": { "entity_id": "72cd51f8-aedf-3e35-9091-e8e8f0745e03", "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": "Declared in MS Pharmaceutical Sciences or Capstone Certificate in Applied Drug Development", "course": null, "evidence": "Declared in MS Pharmaceutical Sciences or Capstone Certificate in Applied Drug Development", "id": "n0", "kind": "condition" } ] ``` #### notes * Single condition node with verbatim source text. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------- | ------------------ | -------------------------------- | -------------------------------- | --------------------------- | | instructor\_45cbe0294227fa563fe11ff9 | enrollment | andavis4 | netid | source\_identified | Abigail Davis | ANDAVIS4\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ABIGAIL\_DAVIS | | instructor\_6389268012041a083271c9f8 | enrollment | oganz | netid | source\_identified | Olga Ganz | OGANZ\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/OLGA\_GANZ | | instructor\_cc132d9799682bdd19e9bf46 | enrollment | romeyers | netid | source\_identified | Ross Meyers | ROMEYERS\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ROSS\_MEYERS | | instructor\_dd367e4abb70e632c91fcdea | enrollment | swayd | netid | source\_identified | Sharon Ayd | SWAYD\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SHARON\_AYD | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:718:025614", "course_id": "PHMSCI 752", "course_uid": "course_ee6cb94522a1a851fc6fc1f8", "term_id": "1272", "source_course_id": "025614", "source_subject_id": "718", "title": "GxP (Good Practice): Working in a Regulated Environment", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:32472", "term_id": "1272", "source_section_id": "32472", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 55, "enrolled": 17, "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:1272:32473", "term_id": "1272", "source_section_id": "32473", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Online (some classroom)", "capacity": 15, "enrolled": 7, "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_1c9902bdbf146d40e8e19158", "source": "madgrades", "source_instructor_id": "6383343", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROSS 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", "grade_statistics": { "gpa": 3.843, "graded": 108, "counts": [ 86, 16, 3, 2, 0, 1, 0 ], "sections": 10 }, "instructor_url": "/instructors/ROSS_MEYERS--instructor_1c9902bdbf146d40e8e19158" }, { "instructor_uid": "instructor_27d1d2f74061c77ecb0ed0d5", "source": "madgrades", "source_instructor_id": "6324094", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHARON AYD", "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": 3.873, "graded": 355, "counts": [ 296, 42, 11, 2, 2, 2, 0 ], "sections": 27 }, "instructor_url": "/instructors/SHARON_AYD--instructor_27d1d2f74061c77ecb0ed0d5" }, { "instructor_uid": "instructor_8456264198719f958fc12108", "source": "madgrades", "source_instructor_id": "239589", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ABIGAIL DAVIS", "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": 3.843, "graded": 108, "counts": [ 86, 16, 3, 2, 0, 1, 0 ], "sections": 10 }, "instructor_url": "/instructors/ABIGAIL_DAVIS--instructor_8456264198719f958fc12108" }, { "instructor_uid": "instructor_b21c70c146242f042bceb03f", "source": "madgrades", "source_instructor_id": "6380401", "identity_basis": "source_id", "identity_status": "source_identified", "name": "OLGA GANZ", "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": 3.843, "graded": 108, "counts": [ 86, 16, 3, 2, 0, 1, 0 ], "sections": 10 }, "instructor_url": "/instructors/OLGA_GANZ--instructor_b21c70c146242f042bceb03f" }, { "instructor_uid": "instructor_45cbe0294227fa563fe11ff9", "source": "enrollment", "source_instructor_id": "andavis4", "identity_basis": "netid", "identity_status": "source_identified", "name": "Abigail Davis", "email": "ANDAVIS4@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/ABIGAIL_DAVIS" }, { "instructor_uid": "instructor_6389268012041a083271c9f8", "source": "enrollment", "source_instructor_id": "oganz", "identity_basis": "netid", "identity_status": "source_identified", "name": "Olga Ganz", "email": "OGANZ@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/OLGA_GANZ" }, { "instructor_uid": "instructor_cc132d9799682bdd19e9bf46", "source": "enrollment", "source_instructor_id": "romeyers", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ross Meyers", "email": "ROMEYERS@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/ROSS_MEYERS" }, { "instructor_uid": "instructor_dd367e4abb70e632c91fcdea", "source": "enrollment", "source_instructor_id": "swayd", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sharon Ayd", "email": "SWAYD@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/SHARON_AYD" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 752", "course_uid": "course_ee6cb94522a1a851fc6fc1f8", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Abigail Davis", "Olga Ganz", "Ross Meyers", "Sharon Ayd" ], "a": 21, "ab": 1, "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": 22, "source_aliases": [ "PHMSCI 752" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 752", "course_uid": "course_ee6cb94522a1a851fc6fc1f8", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Abigail Davis", "Olga Ganz", "Ross Meyers", "Sharon Ayd" ], "a": 17, "ab": 5, "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": 22, "source_aliases": [ "PHMSCI 752" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 752", "course_uid": "course_ee6cb94522a1a851fc6fc1f8", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Abigail Davis", "Olga Ganz", "Ross Meyers", "Sharon Ayd" ], "a": 15, "ab": 3, "b": 0, "bc": 1, "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": 19, "source_aliases": [ "PHMSCI 752" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 752", "course_uid": "course_ee6cb94522a1a851fc6fc1f8", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Abigail Davis", "Olga Ganz", "Ross Meyers", "Sharon Ayd" ], "a": 19, "ab": 7, "b": 3, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 30, "source_aliases": [ "PHMSCI 752" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 752", "course_uid": "course_ee6cb94522a1a851fc6fc1f8", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Abigail Davis", "Olga Ganz", "Ross Meyers", "Sharon Ayd" ], "a": 14, "ab": 0, "b": 0, "bc": 1, "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": 15, "source_aliases": [ "PHMSCI 752" ] } ] ``` ### statistics #### gpa 3.843 #### graded 108 #### counts * 86 * 16 * 3 * 2 * 0 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ee6cb94522a1a851fc6fc1f8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ee6cb94522a1a851fc6fc1f8-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ee6cb94522a1a851fc6fc1f8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ee6cb94522a1a851fc6fc1f8-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_ee6cb94522a1a851fc6fc1f8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_ee6cb94522a1a851fc6fc1f8-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ee6cb94522a1a851fc6fc1f8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ee6cb94522a1a851fc6fc1f8-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8425925925925926 #### count 108 #### university ##### size 3222 ##### gpa Percentile 64 ##### count Percentile 53 ##### median Count 100 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 219 | false | | 3.2–3.6 | 822 | false | | 3.6–4.0 | 2169 | true | #### departments ```json [ { "subject": "PHMSCI", "comparison": { "size": 24, "gpaPercentile": 65, "countPercentile": 43, "medianCount": 120, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` ### terms #### 1224 ##### term 1224 ##### gpa 3.977272727272727 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1234 ##### term 1234 ##### gpa 3.8863636363636362 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1244 ##### term 1244 ##### gpa 3.8421052631578947 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1254 ##### term 1254 ##### gpa 3.683333333333333 ##### count 30 ##### university ###### size 1289 ###### gpa Percentile 49 ###### count Percentile 0 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1262 ##### term 1262 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | ### benchmarks #### all ##### school ###### size 3222 ###### gpa 3.6789852186764582 ###### top Share 83.06827941059927 ###### count 100 ##### PHMSCI ###### size 24 ###### gpa 3.7148115629493303 ###### top Share 84.24044850840116 ###### count 120 #### terms ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_1c9902bdbf146d40e8e19158", "name": "ROSS MEYERS", "count": 108, "terms": [ { "term": "1224", "count": 22, "sections": 2, "gpa": 3.977272727272727 }, { "term": "1234", "count": 22, "sections": 2, "gpa": 3.8863636363636362 }, { "term": "1244", "count": 19, "sections": 2, "gpa": 3.8421052631578947 }, { "term": "1254", "count": 30, "sections": 2, "gpa": 3.683333333333333 }, { "term": "1262", "count": 15, "sections": 2, "gpa": 3.9 } ] }, { "uid": "instructor_27d1d2f74061c77ecb0ed0d5", "name": "SHARON AYD", "count": 108, "terms": [ { "term": "1224", "count": 22, "sections": 2, "gpa": 3.977272727272727 }, { "term": "1234", "count": 22, "sections": 2, "gpa": 3.8863636363636362 }, { "term": "1244", "count": 19, "sections": 2, "gpa": 3.8421052631578947 }, { "term": "1254", "count": 30, "sections": 2, "gpa": 3.683333333333333 }, { "term": "1262", "count": 15, "sections": 2, "gpa": 3.9 } ] }, { "uid": "instructor_8456264198719f958fc12108", "name": "ABIGAIL DAVIS", "count": 108, "terms": [ { "term": "1224", "count": 22, "sections": 2, "gpa": 3.977272727272727 }, { "term": "1234", "count": 22, "sections": 2, "gpa": 3.8863636363636362 }, { "term": "1244", "count": 19, "sections": 2, "gpa": 3.8421052631578947 }, { "term": "1254", "count": 30, "sections": 2, "gpa": 3.683333333333333 }, { "term": "1262", "count": 15, "sections": 2, "gpa": 3.9 } ] }, { "uid": "instructor_b21c70c146242f042bceb03f", "name": "OLGA GANZ", "count": 108, "terms": [ { "term": "1224", "count": 22, "sections": 2, "gpa": 3.977272727272727 }, { "term": "1234", "count": 22, "sections": 2, "gpa": 3.8863636363636362 }, { "term": "1244", "count": 19, "sections": 2, "gpa": 3.8421052631578947 }, { "term": "1254", "count": 30, "sections": 2, "gpa": 3.683333333333333 }, { "term": "1262", "count": 15, "sections": 2, "gpa": 3.9 } ] } ] ``` ## following None recorded.