{"schema_version":1,"url":"https://uwcourses.com/courses/PHMSCI_931","title":"PHMSCI 931: Pharmaceutical Sciences Seminar | UW–Madison","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":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"93e525818ccb3ca30308910b1ca968524725421075dd1c177ebb4d8c62f12754","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","catalog_version_id":"3f755ce71b4e6ebe41cb81ff1641a007f4b2b622c2e494dafeae47d4931fd3bc","course_number":931,"subjects":["PHMSCI"],"title":"PHARMACEUTICAL SCIENCES SEMINAR","description":"Weekly series that provides exposure to a diverse array of research topics. Students enroll in one of three sections, corresponding to their research core (Drug Action, Drug Discovery, or Drug Delivery). Students in their 2nd year and beyond present their research progress or review literature. The course includes talks from nationally and internationally recognized scientists from academia and industry.","requirements_text":"Graduate/professional standing","credits_min":1,"credits_max":1,"credit_offering_ids":["1272:718:014444"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"b2ca82b60b26bf97486c72ec1304be506fbeba8c136004fb9bd16efe47d5e46f","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"PHARMACEUTICAL SCIENCES SEMINAR is a weekly series exposing students to diverse research topics through talks and student presentations.","llm_topics":["Drug Action","Drug Discovery","Drug Delivery"],"llm_skills":["Presenting research progress","Literature review"],"llm_assumed_background":["Second-year standing or higher in a pharmaceutical sciences program","Research focus in Drug Action, Drug Discovery, or Drug Delivery"],"llm_search_phrases":["pharmaceutical sciences seminar","PHMSCI 931 research presentation","drug action discovery delivery seminar","graduate pharmaceutical sciences research"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"0063b635eddc0e4df7f6ebdfcb7abcb732a2dafd7a294e76149123667d9d2742","course_id":"PHMSCI 931","current_instructors":[{"instructor_uid":"instructor_eb11602d5477335cf328a041","message":"No course-specific reviews available","name":"Nicholas Kalogriopoulos","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_5fe8149515b2b6ad16311f15","message":"No course-specific reviews available","name":"Paul Marker","review_status":"no_course_reviews","rmp_instructor_id":"rmp:1433607","summary":[]},{"instructor_uid":"instructor_2e549d4c5a38261e9b7a91da","message":"No course-specific reviews available","name":"Quanyin Hu","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1082","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1092","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1102","type":"grade"}],"text":"Recent recorded grades — Fall 2007: 4.00 GPA, 100.0% A/AB (n=47 letter grades); Fall 2008: 4.00 GPA, 100.0% A/AB (n=46 letter grades); Fall 2009: 4.00 GPA, 100.0% A/AB (n=48 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1112","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1122","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":11,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1132","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1162","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1182","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"PAUL MARKER is recorded teaching in Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"PHMSCI 931","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","source_record":{"entity_id":"5f11d794-44d2-3149-bb96-d9125dc2eeb4","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"QUANYIN HU is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":"Graduate/professional standing","course":null,"evidence":"Graduate/professional standing","id":"n0","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_eb11602d5477335cf328a041","source":"enrollment","source_instructor_id":"nkalogriopou","identity_basis":"netid","identity_status":"source_identified","name":"Nicholas Kalogriopoulos","email":"NICHOLAS.KALOGRIOPOULOS@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/NICHOLAS_KALOGRIOPOULOS"},{"instructor_uid":"instructor_5fe8149515b2b6ad16311f15","source":"enrollment","source_instructor_id":"marker","identity_basis":"netid","identity_status":"source_identified","name":"Paul Marker","email":"PAUL.MARKER@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":12,"quality":2.5,"difficulty":3.33,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:1433607","source_url":"https://www.ratemyprofessors.com/professor/1433607","match_basis":"exact_name","observed_at":"2026-09-07 16:12:24.623830+00:00","courses":{},"bayesian_quality":3.224803614716622,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAUL_MARKER"},{"instructor_uid":"instructor_2e549d4c5a38261e9b7a91da","source":"enrollment","source_instructor_id":"qhu66","identity_basis":"netid","identity_status":"source_identified","name":"Quanyin Hu","email":"QHU66@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/QUANYIN_HU"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:718:014444","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1272","source_course_id":"014444","source_subject_id":"718","title":"Pharmaceutical Sciences Seminar","credits_min":1,"credits_max":1,"typically_offered":"Occasionally"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:17246","term_id":"1272","source_section_id":"17246","identity_basis":"class_number","section_number":"001","section_type":"SEM","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":16,"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:1272:17247","term_id":"1272","source_section_id":"17247","identity_basis":"class_number","section_number":"002","section_type":"SEM","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":14,"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:1272:17248","term_id":"1272","source_section_id":"17248","identity_basis":"class_number","section_number":"003","section_type":"SEM","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":17,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"instructor_uid":"instructor_f211cf31e4004274feb55b31","source":"madgrades","source_instructor_id":"2602004","identity_basis":"source_id","identity_status":"source_identified","name":"TIMOTHY D. HEATH","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":4,"graded":96,"counts":[96,0,0,0,0,0,0],"sections":7},"instructor_url":"/instructors/TIMOTHY_D_HEATH--instructor_f211cf31e4004274feb55b31"},{"instructor_uid":"instructor_86d854f69bb7f8de4e46f040","source":"madgrades","source_instructor_id":"4004367","identity_basis":"source_id","identity_status":"source_identified","name":"DARIN FURGESON","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":3.536,"graded":265,"counts":[149,29,51,29,7,0,0],"sections":17},"instructor_url":"/instructors/DARIN_FURGESON"},{"instructor_uid":"instructor_821427302fcbd54eab817226","source":"madgrades","source_instructor_id":"2601940","identity_basis":"source_id","identity_status":"source_identified","name":"GLEN KWON","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":3.414,"graded":3487,"counts":[1335,762,945,350,93,2,0],"sections":116},"instructor_url":"/instructors/GLEN_KWON--instructor_821427302fcbd54eab817226"},{"instructor_uid":"instructor_db9d8a84a6fc90cc8ab71655","source":"madgrades","source_instructor_id":"1473982","identity_basis":"source_id","identity_status":"source_identified","name":"WEIPING TANG","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":3.549,"graded":2976,"counts":[1515,652,495,217,96,0,1],"sections":190},"instructor_url":"/instructors/WEIPING_TANG--instructor_db9d8a84a6fc90cc8ab71655"},{"instructor_uid":"instructor_f999a48efc3428396b201c46","source":"madgrades","source_instructor_id":"4385839","identity_basis":"source_id","identity_status":"source_identified","name":"ARASH BASHIRULLAH","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":3,"quality":4.67,"difficulty":3,"quality_count":3,"difficulty_count":3,"profile_id":"rmp:1673251","source_url":"https://www.ratemyprofessors.com/professor/1673251","match_basis":"exact_name","observed_at":"2026-09-07 16:54:18.652160+00:00","courses":{},"bayesian_quality":3.79146589873617,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.609,"graded":6403,"counts":[3745,1145,1032,263,164,42,12],"sections":114},"instructor_url":"/instructors/ARASH_BASHIRULLAH--instructor_f999a48efc3428396b201c46"},{"instructor_uid":"instructor_b43013a281afe44ebf5f573f","source":"madgrades","source_instructor_id":"1047192","identity_basis":"source_id","identity_status":"source_identified","name":"MAY XIONG","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":3.074,"graded":398,"counts":[52,78,167,81,19,1,0],"sections":27},"instructor_url":"/instructors/MAY_XIONG"},{"instructor_uid":"instructor_fa56ce1e9b86b374fdc4744c","source":"madgrades","source_instructor_id":"4401402","identity_basis":"source_id","identity_status":"source_identified","name":"PAUL MARKER","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":2.5,"difficulty":3.33,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:1433607","source_url":"https://www.ratemyprofessors.com/professor/1433607","match_basis":"exact_name","observed_at":"2026-09-07 16:12:24.623830+00:00","courses":{},"bayesian_quality":3.224803614716622,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.611,"graded":6606,"counts":[3859,1208,1047,270,166,43,13],"sections":129},"instructor_url":"/instructors/PAUL_MARKER--instructor_fa56ce1e9b86b374fdc4744c"},{"instructor_uid":"instructor_c376240df6e1a53868445e05","source":"madgrades","source_instructor_id":"3074537","identity_basis":"source_id","identity_status":"source_identified","name":"SANDRO MECOZZI","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":3.302,"graded":2444,"counts":[723,705,552,289,159,15,1],"sections":123},"instructor_url":"/instructors/SANDRO_MECOZZI--instructor_c376240df6e1a53868445e05"},{"instructor_uid":"instructor_429dfc931196c597cce8a03d","source":"madgrades","source_instructor_id":"5452344","identity_basis":"source_id","identity_status":"source_identified","name":"MICHAEL TAYLOR","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":3.58,"graded":1836,"counts":[938,441,326,88,37,5,1],"sections":65},"instructor_url":"/instructors/MICHAEL_TAYLOR--instructor_429dfc931196c597cce8a03d"},{"instructor_uid":"instructor_7a8de695ec9e04a848798a6d","source":"madgrades","source_instructor_id":"703448","identity_basis":"source_id","identity_status":"source_identified","name":"JENNIFER GOLDEN","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":3.395,"graded":1333,"counts":[570,275,282,103,80,19,4],"sections":87},"instructor_url":"/instructors/JENNIFER_GOLDEN--instructor_7a8de695ec9e04a848798a6d"},{"instructor_uid":"instructor_88f26e2696938dcd2105a57b","source":"madgrades","source_instructor_id":"6324437","identity_basis":"source_id","identity_status":"source_identified","name":"QUANYIN HU","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":3.518,"graded":1010,"counts":[441,301,162,76,30,0,0],"sections":39},"instructor_url":"/instructors/QUANYIN_HU--instructor_88f26e2696938dcd2105a57b"},{"instructor_uid":"instructor_2e549d4c5a38261e9b7a91da","source":"enrollment","source_instructor_id":"qhu66","identity_basis":"netid","identity_status":"source_identified","name":"Quanyin Hu","email":"QHU66@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/QUANYIN_HU"},{"instructor_uid":"instructor_5fe8149515b2b6ad16311f15","source":"enrollment","source_instructor_id":"marker","identity_basis":"netid","identity_status":"source_identified","name":"Paul Marker","email":"PAUL.MARKER@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":12,"quality":2.5,"difficulty":3.33,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:1433607","source_url":"https://www.ratemyprofessors.com/professor/1433607","match_basis":"exact_name","observed_at":"2026-09-07 16:12:24.623830+00:00","courses":{},"bayesian_quality":3.224803614716622,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAUL_MARKER"},{"instructor_uid":"instructor_eb11602d5477335cf328a041","source":"enrollment","source_instructor_id":"nkalogriopou","identity_basis":"netid","identity_status":"source_identified","name":"Nicholas Kalogriopoulos","email":"NICHOLAS.KALOGRIOPOULOS@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/NICHOLAS_KALOGRIOPOULOS"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1072","term_name":"Fall 2006","instructors":["TIMOTHY D. HEATH"],"a":49,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":49,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1082","term_name":"Fall 2007","instructors":["DARIN FURGESON"],"a":47,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":47,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1092","term_name":"Fall 2008","instructors":["DARIN FURGESON"],"a":46,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":46,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1102","term_name":"Fall 2009","instructors":["Arash Bashirullah","Glen Kwon","Weiping Tang"],"a":48,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":48,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1112","term_name":"Fall 2010","instructors":["MAY XIONG","Paul Marker","Weiping Tang"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":46,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":46,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1122","term_name":"Fall 2011","instructors":["MAY XIONG","Paul Marker","Weiping Tang"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":44,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":44,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1132","term_name":"Fall 2012","instructors":["Paul Marker","Sandro Mecozzi","Weiping Tang"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":44,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":44,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1142","term_name":"Fall 2013","instructors":["MAY XIONG","Paul Marker","Weiping Tang"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":45,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":45,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1152","term_name":"Fall 2014","instructors":["MAY XIONG","Paul Marker","Weiping Tang"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":51,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":51,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1162","term_name":"Fall 2015","instructors":["Michael Taylor","Paul Marker","Weiping Tang"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":49,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":49,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1172","term_name":"Fall 2016","instructors":["Jennifer Golden","Michael Taylor","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":49,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":49,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1182","term_name":"Fall 2017","instructors":["Jennifer Golden","Michael Taylor","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":55,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":55,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1192","term_name":"Fall 2018","instructors":["Glen Kwon","Jennifer Golden","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":55,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":55,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1202","term_name":"Fall 2019","instructors":["Glen Kwon","Jennifer Golden","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":66,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":66,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1212","term_name":"Fall 2020","instructors":["Glen Kwon","Jennifer Golden","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":62,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":62,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1222","term_name":"Fall 2021","instructors":["Glen Kwon","Jennifer Golden","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":63,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":63,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1232","term_name":"Fall 2022","instructors":["Glen Kwon","Jennifer Golden","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":63,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":63,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1242","term_name":"Fall 2023","instructors":["Glen Kwon","Jennifer Golden","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":66,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":66,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1252","term_name":"Fall 2024","instructors":["Glen Kwon","Jennifer Golden","Paul Marker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":61,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":61,"source_aliases":["PHMSCI 931"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHMSCI 931","course_uid":"course_354ab40c4eb917811b765d71","term_id":"1262","term_name":"Fall 2025","instructors":["Jennifer Golden","Paul Marker","Quanyin Hu"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":49,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":49,"source_aliases":["PHMSCI 931"]}],"statistics":{"gpa":4,"graded":190,"counts":[190,0,0,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_354ab40c4eb917811b765d71-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_354ab40c4eb917811b765d71-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_354ab40c4eb917811b765d71-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_354ab40c4eb917811b765d71-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":null,"instructorTrends":[{"uid":"instructor_86d854f69bb7f8de4e46f040","name":"DARIN FURGESON","count":93,"terms":[{"term":"1082","count":47,"sections":1,"gpa":4},{"term":"1092","count":46,"sections":1,"gpa":4}]},{"uid":"instructor_f211cf31e4004274feb55b31","name":"TIMOTHY D. HEATH","count":49,"terms":[{"term":"1072","count":49,"sections":1,"gpa":4}]},{"uid":"instructor_821427302fcbd54eab817226","name":"GLEN KWON","count":48,"terms":[{"term":"1102","count":48,"sections":1,"gpa":4}]},{"uid":"instructor_db9d8a84a6fc90cc8ab71655","name":"WEIPING TANG","count":48,"terms":[{"term":"1102","count":48,"sections":1,"gpa":4}]},{"uid":"instructor_f999a48efc3428396b201c46","name":"ARASH BASHIRULLAH","count":48,"terms":[{"term":"1102","count":48,"sections":1,"gpa":4}]}],"following":[],"projection":null}}