{"schema_version":1,"url":"https://uwcourses.com/courses/PHYSICS_681","title":"PHYSICS 681: Senior Honors Thesis | 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":"87161adecfdebe094eefe15490ddaf6c071e2b40d5ba2ac8675e4111093d79a5","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","catalog_version_id":"ffd69fa528883f841880e2cbb432b7488885273ce22f91e6138ac1aec63f9473","course_number":681,"subjects":["PHYSICS"],"title":"SENIOR HONORS THESIS","description":"Mentored individual research and study for students completing Physics Honors in the Major.","requirements_text":"Consent of instructor","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:754:015664"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"591856342bc9b3bc0882b65f608702f0fbb245edacda43e2b829ac410f40ab10","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"PHYSICS 681 is a mentored individual research and study course for students completing Physics Honors in the Major.","llm_topics":["Senior Honors Thesis."],"llm_skills":["Individual research and study."],"llm_assumed_background":["Completion of Physics Honors in the Major program."],"llm_search_phrases":["Physics Honors Thesis","Senior Honors Thesis Physics","Physics 681 research","undergraduate thesis physics"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"ee086c2b08d725305408406dee74e290248c1cd086b862711ea8af3ab57c0c7c","course_id":"PHYSICS 681","current_instructors":[{"instructor_uid":"instructor_dda38f48f20f5bd42f17f78d","message":"No course-specific reviews available","name":"Alex Levchenko","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2142180","summary":[]},{"instructor_uid":"instructor_dce88f3418df7f00639d839d","message":"No course-specific reviews available","name":"Benjamin Spike","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2422922","summary":[]},{"instructor_uid":"instructor_d578df90e3c96f783c76bf3f","message":"No course-specific reviews available","name":"Ellen Zweibel","review_status":"no_course_reviews","rmp_instructor_id":"rmp:1444172","summary":[]},{"instructor_uid":"instructor_6a6d0673954d49db0afb5cf4","message":"No course-specific reviews available","name":"Ilya Esterlis","review_status":"no_course_reviews","rmp_instructor_id":"rmp:3005503","summary":[]},{"instructor_uid":"instructor_501d48df5569e083e202db1b","message":"No course-specific reviews available","name":"Joshua Foster","review_status":"no_course_reviews","rmp_instructor_id":"rmp:3157011","summary":[]},{"instructor_uid":"instructor_a7536c3e695285bd3d1e2822","message":"No course-specific reviews available","name":"Josiah Sinclair","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_cf4a7df41993c3bbb38948ae","message":"No course-specific reviews available","name":"Mariel Pettee","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_fc03e5ca78dd62dc2f1b6028","message":"No course-specific reviews available","name":"Matthew Otten","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_3f8537fa491cb22a2100c35e","message":"No course-specific reviews available","name":"Maxim Vavilov","review_status":"no_course_reviews","rmp_instructor_id":"rmp:1729783","summary":[]},{"instructor_uid":"instructor_882714bf5391ba8a486fae84","message":"No course-specific reviews available","name":"Roman Kuzmin","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2989987","summary":[]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"PHYSICS 681","run_id":"20260907T155543-ce3781c4","section_number":47,"source_course_id":"ab6b4571-b766-3597-a468-8329a6039ff8","source_record":{"entity_id":"ab6b4571-b766-3597-a468-8329a6039ff8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"BENJAMIN SPIKE is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"PHYSICS 681","run_id":"20260907T155543-ce3781c4","section_number":16,"source_course_id":"ab6b4571-b766-3597-a468-8329a6039ff8","source_record":{"entity_id":"ab6b4571-b766-3597-a468-8329a6039ff8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1102","type":"grade"}],"text":"ELLEN ZWEIBEL is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"PHYSICS 681","run_id":"20260907T155543-ce3781c4","section_number":120,"source_course_id":"ab6b4571-b766-3597-a468-8329a6039ff8","source_record":{"entity_id":"ab6b4571-b766-3597-a468-8329a6039ff8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"MATTHEW OTTEN is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"PHYSICS 681","run_id":"20260907T155543-ce3781c4","section_number":52,"source_course_id":"ab6b4571-b766-3597-a468-8329a6039ff8","source_record":{"entity_id":"ab6b4571-b766-3597-a468-8329a6039ff8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"MAXIM VAVILOV is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"PHYSICS 681","run_id":"20260907T155543-ce3781c4","section_number":107,"source_course_id":"ab6b4571-b766-3597-a468-8329a6039ff8","source_record":{"entity_id":"ab6b4571-b766-3597-a468-8329a6039ff8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"ROMAN KUZMIN 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":"Consent of instructor","course":null,"evidence":"Consent of instructor","id":"n0","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_dda38f48f20f5bd42f17f78d","source":"enrollment","source_instructor_id":"olevchenko","identity_basis":"netid","identity_status":"source_identified","name":"Alex Levchenko","email":"LEVCHENKO@PHYSICS.WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":18,"quality":2.94,"difficulty":4.33,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2142180","source_url":"https://www.ratemyprofessors.com/professor/2142180","match_basis":"exact_name","observed_at":"2026-09-07 16:53:23.937594+00:00","courses":{"course_d1341e0b9824e63e21c5b17b":{"review_count":1,"quality":3,"difficulty":5,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.3187819913403134,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ALEX_LEVCHENKO"},{"instructor_uid":"instructor_dce88f3418df7f00639d839d","source":"enrollment","source_instructor_id":"btspike","identity_basis":"netid","identity_status":"source_identified","name":"Benjamin Spike","email":"BTSPIKE@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":29,"quality":3.59,"difficulty":3.55,"quality_count":29,"difficulty_count":29,"profile_id":"rmp:2422922","source_url":"https://www.ratemyprofessors.com/professor/2422922","match_basis":"exact_name","observed_at":"2026-09-07 16:52:02.061554+00:00","courses":{"course_0a6dafcdaeb7c047d94f694f":{"review_count":3,"quality":3,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_0102faba3a6a173105857f06":{"review_count":5,"quality":3.4,"difficulty":3,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.6184431769577943,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/BENJAMIN_SPIKE"},{"instructor_uid":"instructor_d578df90e3c96f783c76bf3f","source":"enrollment","source_instructor_id":"egzweibel","identity_basis":"netid","identity_status":"source_identified","name":"Ellen Zweibel","email":"ZWEIBEL@ASTRO.WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":1,"quality":2,"difficulty":3,"quality_count":1,"difficulty_count":1,"profile_id":"rmp:1444172","source_url":"https://www.ratemyprofessors.com/professor/1444172","match_basis":"exact_name","observed_at":"2026-09-07 16:41:19.234620+00:00","courses":{},"bayesian_quality":3.580653127187234,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ELLEN_ZWEIBEL"},{"instructor_uid":"instructor_6a6d0673954d49db0afb5cf4","source":"enrollment","source_instructor_id":"esterlis","identity_basis":"netid","identity_status":"source_identified","name":"Ilya Esterlis","email":"ESTERLIS@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":5,"difficulty":4,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:3005503","source_url":"https://www.ratemyprofessors.com/professor/3005503","match_basis":"exact_name","observed_at":"2026-09-07 16:35:50.012106+00:00","courses":{"course_aa45660f057a2b2997243229":{"review_count":2,"quality":5,"difficulty":4.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.00717465447896,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ILYA_ESTERLIS"},{"instructor_uid":"instructor_501d48df5569e083e202db1b","source":"enrollment","source_instructor_id":"jwfoster","identity_basis":"netid","identity_status":"source_identified","name":"Joshua Foster","email":"JWFOSTER@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/JOSHUA_FOSTER"},{"instructor_uid":"instructor_a7536c3e695285bd3d1e2822","source":"enrollment","source_instructor_id":"jjsinclair","identity_basis":"netid","identity_status":"source_identified","name":"Josiah Sinclair","email":"JOSIAH.SINCLAIR@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/JOSIAH_SINCLAIR"},{"instructor_uid":"instructor_cf4a7df41993c3bbb38948ae","source":"enrollment","source_instructor_id":"mpettee","identity_basis":"netid","identity_status":"source_identified","name":"Mariel Pettee","email":"MPETTEE@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/MARIEL_PETTEE"},{"instructor_uid":"instructor_fc03e5ca78dd62dc2f1b6028","source":"enrollment","source_instructor_id":"mjotten","identity_basis":"netid","identity_status":"source_identified","name":"Matthew Otten","email":"MJOTTEN@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/MATTHEW_OTTEN"},{"instructor_uid":"instructor_3f8537fa491cb22a2100c35e","source":"enrollment","source_instructor_id":"vavilov","identity_basis":"netid","identity_status":"source_identified","name":"Maxim Vavilov","email":"VAVILOV@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":3,"difficulty":3,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1729783","source_url":"https://www.ratemyprofessors.com/professor/1729783","match_basis":"exact_name","observed_at":"2026-09-07 16:19:22.735076+00:00","courses":{},"bayesian_quality":3.488656135960441,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/MAXIM_VAVILOV"},{"instructor_uid":"instructor_882714bf5391ba8a486fae84","source":"enrollment","source_instructor_id":"rkuzmin","identity_basis":"netid","identity_status":"source_identified","name":"Roman Kuzmin","email":"RKUZMIN@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":9,"quality":4.78,"difficulty":3,"quality_count":9,"difficulty_count":9,"profile_id":"rmp:2989987","source_url":"https://www.ratemyprofessors.com/professor/2989987","match_basis":"exact_name","observed_at":"2026-09-07 16:09:11.751679+00:00","courses":{"course_aa45660f057a2b2997243229":{"review_count":9,"quality":4.78,"difficulty":3,"quality_count":9,"difficulty_count":9}},"bayesian_quality":4.0073695058942045,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ROMAN_KUZMIN"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:754:015664","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1272","source_course_id":"015664","source_subject_id":"754","title":"Senior Honors Thesis","credits_min":3,"credits_max":3,"typically_offered":"Fall, Spring, Summer"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:26901","term_id":"1272","source_section_id":"26901","identity_basis":"class_number","section_number":"031","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:33299","term_id":"1272","source_section_id":"33299","identity_basis":"class_number","section_number":"052","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:33316","term_id":"1272","source_section_id":"33316","identity_basis":"class_number","section_number":"047","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:33701","term_id":"1272","source_section_id":"33701","identity_basis":"class_number","section_number":"132","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:33702","term_id":"1272","source_section_id":"33702","identity_basis":"class_number","section_number":"152","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:33954","term_id":"1272","source_section_id":"33954","identity_basis":"class_number","section_number":"120","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":1,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34155","term_id":"1272","source_section_id":"34155","identity_basis":"class_number","section_number":"107","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34177","term_id":"1272","source_section_id":"34177","identity_basis":"class_number","section_number":"062","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34192","term_id":"1272","source_section_id":"34192","identity_basis":"class_number","section_number":"055","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":0,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:38374","term_id":"1272","source_section_id":"38374","identity_basis":"class_number","section_number":"193","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":0,"enrolled":1,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"instructor_uid":"instructor_1549d1eeca87f83894cef694","source":"madgrades","source_instructor_id":"2600240","identity_basis":"source_id","identity_status":"source_identified","name":"FRANZ HIMPSEL","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":2.43,"difficulty":1.43,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1256097","source_url":"https://www.ratemyprofessors.com/professor/1256097","match_basis":"exact_name","observed_at":"2026-09-07 16:39:03.620536+00:00","courses":{},"bayesian_quality":3.3408783581826635,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.549,"graded":639,"counts":[285,191,128,18,13,4,0],"sections":35},"instructor_url":"/instructors/FRANZ_HIMPSEL"},{"instructor_uid":"instructor_155480e4e0a5b5f2521c7b74","source":"madgrades","source_instructor_id":"2600149","identity_basis":"source_id","identity_status":"source_identified","name":"PETER TIMBIE","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":73,"quality":2.71,"difficulty":3.68,"quality_count":73,"difficulty_count":73,"profile_id":"rmp:700328","source_url":"https://www.ratemyprofessors.com/professor/700328","match_basis":"exact_name","observed_at":"2026-09-07 16:11:58.518993+00:00","courses":{"course_1c85f94a1b200cadc1e755b0":{"review_count":1,"quality":2,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_0a6dafcdaeb7c047d94f694f":{"review_count":2,"quality":1.5,"difficulty":4.5,"quality_count":2,"difficulty_count":2},"course_0102faba3a6a173105857f06":{"review_count":2,"quality":3,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_e8cfa648b149ecdf80de2aa5":{"review_count":1,"quality":2,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_1666a5a286d44301d42ee8d0":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_9809c83cf98a169703c3732a":{"review_count":13,"quality":1.77,"difficulty":4.08,"quality_count":13,"difficulty_count":13},"course_8117ebeaf2f3accae0bb5cb6":{"review_count":9,"quality":3.67,"difficulty":2.89,"quality_count":9,"difficulty_count":9},"course_97eb7bb938ff9affa3643b19":{"review_count":1,"quality":3,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.9142335018379772,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.114,"graded":7375,"counts":[1647,1844,1766,1217,736,110,55],"sections":116},"instructor_url":"/instructors/PETER_TIMBIE--instructor_155480e4e0a5b5f2521c7b74"},{"instructor_uid":"instructor_66bd1117a18a0b29988a1774","source":"madgrades","source_instructor_id":"3089396","identity_basis":"source_id","identity_status":"source_identified","name":"MARK SAFFMAN","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":2,"quality":3.5,"difficulty":4.5,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:2116556","source_url":"https://www.ratemyprofessors.com/professor/2116556","match_basis":"exact_name","observed_at":"2026-09-07 16:20:30.280957+00:00","courses":{},"bayesian_quality":3.6451688941332687,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.16,"graded":1266,"counts":[305,306,355,167,107,13,13],"sections":105},"instructor_url":"/instructors/MARK_SAFFMAN--instructor_66bd1117a18a0b29988a1774"},{"instructor_uid":"instructor_d0d78383d9ed7c3e685524db","source":"madgrades","source_instructor_id":"2601871","identity_basis":"source_id","identity_status":"source_identified","name":"THAD G. WALKER","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.2,"graded":1423,"counts":[484,307,306,150,94,62,20],"sections":72},"instructor_url":"/instructors/THAD_G_WALKER--instructor_d0d78383d9ed7c3e685524db"},{"instructor_uid":"instructor_7d499b235344220c5d8db793","source":"madgrades","source_instructor_id":"821094","identity_basis":"source_id","identity_status":"source_identified","name":"CARY FOREST","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":11,"quality":2.73,"difficulty":3.82,"quality_count":11,"difficulty_count":11,"profile_id":"rmp:397184","source_url":"https://www.ratemyprofessors.com/professor/397184","match_basis":"exact_name","observed_at":"2026-09-07 16:49:38.990806+00:00","courses":{"course_97eb7bb938ff9affa3643b19":{"review_count":1,"quality":1,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_836e8ea19df9fe1516e4ecc4":{"review_count":1,"quality":1,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_3d31f8f280d8571385be79ba":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.329797279707481,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.193,"graded":1088,"counts":[373,161,302,117,98,24,13],"sections":109},"instructor_url":"/instructors/CARY_FOREST--instructor_7d499b235344220c5d8db793"},{"instructor_uid":"instructor_a5561325a731944d54957989","source":"madgrades","source_instructor_id":"996354","identity_basis":"source_id","identity_status":"source_identified","name":"DAN MC CAMMON","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":11,"quality":2,"difficulty":3.82,"quality_count":11,"difficulty_count":11,"profile_id":"rmp:1118441","source_url":"https://www.ratemyprofessors.com/professor/1118441","match_basis":"exact_name","observed_at":"2026-09-07 16:43:00.735268+00:00","courses":{"course_3896d5f4d3f708994b298a89":{"review_count":1,"quality":5,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_1c85f94a1b200cadc1e755b0":{"review_count":1,"quality":3,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.070765021642965,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.235,"graded":879,"counts":[225,285,218,79,37,21,14],"sections":107},"instructor_url":"/instructors/DAN_MC_CAMMON--instructor_a5561325a731944d54957989"},{"instructor_uid":"instructor_764d5d48c3d10a8abd3c44a1","source":"madgrades","source_instructor_id":"4003841","identity_basis":"source_id","identity_status":"source_identified","name":"MATTHEW F HERNDON","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.035,"graded":10118,"counts":[1968,2248,2487,1804,1449,104,58],"sections":106},"instructor_url":"/instructors/MATTHEW_F_HERNDON"},{"instructor_uid":"instructor_89247a7c96c3f8dfd4004449","source":"madgrades","source_instructor_id":"4398828","identity_basis":"source_id","identity_status":"source_identified","name":"STEFAN WESTERHOFF","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":16,"quality":4.94,"difficulty":3.5,"quality_count":16,"difficulty_count":16,"profile_id":"rmp:1304665","source_url":"https://www.ratemyprofessors.com/professor/1304665","match_basis":"exact_name","observed_at":"2026-09-07 16:05:03.074062+00:00","courses":{"course_d1341e0b9824e63e21c5b17b":{"review_count":3,"quality":5,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_836e8ea19df9fe1516e4ecc4":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":4.228714324192554,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.16,"graded":835,"counts":[239,200,199,98,62,17,20],"sections":46},"instructor_url":"/instructors/STEFAN_WESTERHOFF--instructor_89247a7c96c3f8dfd4004449"},{"instructor_uid":"instructor_a85a756d071b6eda8897234d","source":"madgrades","source_instructor_id":"4187680","identity_basis":"source_id","identity_status":"source_identified","name":"ROBERT MCDERMOTT","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":12,"quality":2.17,"difficulty":3.25,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:1786369","source_url":"https://www.ratemyprofessors.com/professor/1786369","match_basis":"exact_name","observed_at":"2026-09-07 16:09:34.302886+00:00","courses":{},"bayesian_quality":3.101053614716622,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.234,"graded":1249,"counts":[371,304,284,175,93,16,6],"sections":91},"instructor_url":"/instructors/ROBERT_MCDERMOTT--instructor_a85a756d071b6eda8897234d"},{"instructor_uid":"instructor_ea992c9a02223ac3a764cfe9","source":"madgrades","source_instructor_id":"3629752","identity_basis":"source_id","identity_status":"source_identified","name":"ELLEN ZWEIBEL","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":1,"quality":2,"difficulty":3,"quality_count":1,"difficulty_count":1,"profile_id":"rmp:1444172","source_url":"https://www.ratemyprofessors.com/professor/1444172","match_basis":"exact_name","observed_at":"2026-09-07 16:41:19.234620+00:00","courses":{},"bayesian_quality":3.580653127187234,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.381,"graded":740,"counts":[288,197,150,49,40,8,8],"sections":120},"instructor_url":"/instructors/ELLEN_ZWEIBEL--instructor_ea992c9a02223ac3a764cfe9"},{"instructor_uid":"instructor_1c2dced22d017cf21d25adc3","source":"madgrades","source_instructor_id":"3574840","identity_basis":"source_id","identity_status":"source_identified","name":"GARY SHIU","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":67,"quality":3.99,"difficulty":3.61,"quality_count":67,"difficulty_count":67,"profile_id":"rmp:549694","source_url":"https://www.ratemyprofessors.com/professor/549694","match_basis":"exact_name","observed_at":"2026-09-07 16:38:37.919252+00:00","courses":{"course_8117ebeaf2f3accae0bb5cb6":{"review_count":14,"quality":3.36,"difficulty":3.79,"quality_count":14,"difficulty_count":14},"course_836e8ea19df9fe1516e4ecc4":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.914065697367034,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.006,"graded":9066,"counts":[1923,1764,1957,1691,1578,133,20],"sections":106},"instructor_url":"/instructors/GARY_SHIU--instructor_1c2dced22d017cf21d25adc3"},{"instructor_uid":"instructor_289d7bfe2b0560f30c0956f9","source":"madgrades","source_instructor_id":"3643053","identity_basis":"source_id","identity_status":"source_identified","name":"DANIEL J CHUNG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.295,"graded":1119,"counts":[446,143,353,79,58,30,10],"sections":69},"instructor_url":"/instructors/DANIEL_J_CHUNG"},{"instructor_uid":"instructor_7ddd6465c60fc73ff08ee60c","source":"madgrades","source_instructor_id":"942709","identity_basis":"source_id","identity_status":"source_identified","name":"JOHN SARFF","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":4,"quality":4.75,"difficulty":2,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:2429264","source_url":"https://www.ratemyprofessors.com/professor/2429264","match_basis":"exact_name","observed_at":"2026-09-07 16:31:05.592350+00:00","courses":{"course_8f18f98dbf0c944ea0381465":{"review_count":4,"quality":4.75,"difficulty":2,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.841404819622163,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.269,"graded":615,"counts":[247,109,114,72,50,19,4],"sections":53},"instructor_url":"/instructors/JOHN_SARFF--instructor_7ddd6465c60fc73ff08ee60c"},{"instructor_uid":"instructor_467a4cd635a363cc9e200a05","source":"madgrades","source_instructor_id":"3661783","identity_basis":"source_id","identity_status":"source_identified","name":"AKI HASHIMOTO","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":20,"quality":1.7,"difficulty":3.4,"quality_count":20,"difficulty_count":20,"profile_id":"rmp:958011","source_url":"https://www.ratemyprofessors.com/professor/958011","match_basis":"exact_name","observed_at":"2026-09-07 16:57:20.813235+00:00","courses":{},"bayesian_quality":2.6798428917732977,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.292,"graded":1773,"counts":[575,481,356,180,163,9,9],"sections":64},"instructor_url":"/instructors/AKI_HASHIMOTO"},{"instructor_uid":"instructor_52839555765bb67ccb55c94c","source":"madgrades","source_instructor_id":"4187686","identity_basis":"source_id","identity_status":"source_identified","name":"KARSTEN M HEEGER","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":3.008,"graded":944,"counts":[176,184,310,132,106,20,16],"sections":40},"instructor_url":"/instructors/KARSTEN_M_HEEGER"},{"instructor_uid":"instructor_8b449b0f40c306f5b2f15fbf","source":"madgrades","source_instructor_id":"408591","identity_basis":"source_id","identity_status":"source_identified","name":"DANIEL DEN HARTOG","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":null,"graded":0,"counts":[0,0,0,0,0,0,0],"sections":32},"instructor_url":"/instructors/DANIEL_DEN_HARTOG--instructor_8b449b0f40c306f5b2f15fbf"},{"instructor_uid":"instructor_81270a729f4e948e720c067f","source":"madgrades","source_instructor_id":"3189897","identity_basis":"source_id","identity_status":"source_identified","name":"SRIDHARA DASU","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":4,"quality":3.25,"difficulty":3.75,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:2566396","source_url":"https://www.ratemyprofessors.com/professor/2566396","match_basis":"exact_name","observed_at":"2026-09-07 16:05:11.485995+00:00","courses":{"course_3d31f8f280d8571385be79ba":{"review_count":1,"quality":2,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_97eb7bb938ff9affa3643b19":{"review_count":2,"quality":5,"difficulty":4,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.591404819622163,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.064,"graded":4758,"counts":[1097,937,1156,831,660,44,33],"sections":94},"instructor_url":"/instructors/SRIDHARA_DASU--instructor_81270a729f4e948e720c067f"},{"instructor_uid":"instructor_0271b0ec47297d35a7d7ecb5","source":"madgrades","source_instructor_id":"2601733","identity_basis":"source_id","identity_status":"source_identified","name":"MARK RZCHOWSKI","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":36,"quality":4.19,"difficulty":3.17,"quality_count":36,"difficulty_count":36,"profile_id":"rmp:549770","source_url":"https://www.ratemyprofessors.com/professor/549770","match_basis":"exact_name","observed_at":"2026-09-07 16:20:30.788895+00:00","courses":{"course_d1341e0b9824e63e21c5b17b":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_f927cf89d32d2a8a10f47b03":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_97eb7bb938ff9affa3643b19":{"review_count":10,"quality":3.5,"difficulty":3.7,"quality_count":10,"difficulty_count":10},"course_670b7c6260e3596c7f89904c":{"review_count":1,"quality":3,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_0a6dafcdaeb7c047d94f694f":{"review_count":1,"quality":5,"difficulty":5,"quality_count":1,"difficulty_count":1}},"bayesian_quality":4.000602065552355,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.133,"graded":5336,"counts":[1213,1229,1461,894,425,97,17],"sections":101},"instructor_url":"/instructors/MARK_RZCHOWSKI--instructor_0271b0ec47297d35a7d7ecb5"},{"instructor_uid":"instructor_ade07dcd50a5b95747d7954c","source":"madgrades","source_instructor_id":"3068674","identity_basis":"source_id","identity_status":"source_identified","name":"ALBRECHT KARLE","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":30,"quality":2.3,"difficulty":3.6,"quality_count":30,"difficulty_count":30,"profile_id":"rmp:784969","source_url":"https://www.ratemyprofessors.com/professor/784969","match_basis":"exact_name","observed_at":"2026-09-07 16:57:11.630422+00:00","courses":{"course_9809c83cf98a169703c3732a":{"review_count":6,"quality":2.17,"difficulty":4.17,"quality_count":6,"difficulty_count":6},"course_0102faba3a6a173105857f06":{"review_count":5,"quality":2.2,"difficulty":3.8,"quality_count":5,"difficulty_count":5},"course_97eb7bb938ff9affa3643b19":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_8117ebeaf2f3accae0bb5cb6":{"review_count":1,"quality":1,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.843874313418638,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.993,"graded":4604,"counts":[912,939,1088,813,728,91,33],"sections":70},"instructor_url":"/instructors/ALBRECHT_KARLE--instructor_ade07dcd50a5b95747d7954c"},{"instructor_uid":"instructor_305d0a34d0052e62bac3cbcb","source":"madgrades","source_instructor_id":"4195809","identity_basis":"source_id","identity_status":"source_identified","name":"DENIZ YAVUZ","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":5,"difficulty":2.57,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1533761","source_url":"https://www.ratemyprofessors.com/professor/1533761","match_basis":"exact_name","observed_at":"2026-09-07 16:43:55.009463+00:00","courses":{"course_c0441054cc35bd55cdb8dd0e":{"review_count":1,"quality":5,"difficulty":1,"quality_count":1,"difficulty_count":1},"course_1666a5a286d44301d42ee8d0":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.00717465447896,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.38,"graded":1220,"counts":[426,362,244,112,65,11,0],"sections":94},"instructor_url":"/instructors/DENIZ_YAVUZ--instructor_305d0a34d0052e62bac3cbcb"},{"instructor_uid":"instructor_c1cb288f6e4aeffa9e5c2a0a","source":"madgrades","source_instructor_id":"515995","identity_basis":"source_id","identity_status":"source_identified","name":"MARK ERIKSSON","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":17,"quality":4,"difficulty":3,"quality_count":17,"difficulty_count":17,"profile_id":"rmp:337292","source_url":"https://www.ratemyprofessors.com/professor/337292","match_basis":"exact_name","observed_at":"2026-09-07 16:20:38.427623+00:00","courses":{"course_d1341e0b9824e63e21c5b17b":{"review_count":6,"quality":3.83,"difficulty":2.83,"quality_count":6,"difficulty_count":6},"course_836e8ea19df9fe1516e4ecc4":{"review_count":1,"quality":3,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.816046369484646,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.242,"graded":921,"counts":[354,129,260,57,87,22,12],"sections":74},"instructor_url":"/instructors/MARK_ERIKSSON--instructor_c1cb288f6e4aeffa9e5c2a0a"},{"instructor_uid":"instructor_d550770f5adf1b066ad0dbab","source":"madgrades","source_instructor_id":"1064165","identity_basis":"source_id","identity_status":"source_identified","name":"JEFFREY SCHMIDT","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":75,"quality":2.91,"difficulty":4.12,"quality_count":75,"difficulty_count":75,"profile_id":"rmp:1901508","source_url":"https://www.ratemyprofessors.com/professor/1901508","match_basis":"exact_name","observed_at":"2026-09-07 16:33:37.200579+00:00","courses":{"course_e8cfa648b149ecdf80de2aa5":{"review_count":4,"quality":4.25,"difficulty":4.25,"quality_count":4,"difficulty_count":4},"course_97eb7bb938ff9affa3643b19":{"review_count":8,"quality":2.38,"difficulty":4.62,"quality_count":8,"difficulty_count":8},"course_3fc32039f3bcc0883a75783d":{"review_count":3,"quality":3.33,"difficulty":4,"quality_count":3,"difficulty_count":3},"course_9809c83cf98a169703c3732a":{"review_count":8,"quality":2.38,"difficulty":3.75,"quality_count":8,"difficulty_count":8},"course_3d31f8f280d8571385be79ba":{"review_count":2,"quality":1,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_8117ebeaf2f3accae0bb5cb6":{"review_count":3,"quality":2.67,"difficulty":4.67,"quality_count":3,"difficulty_count":3},"course_3cd96617fa9bcb858e3cd214":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.0678285860098096,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.042,"graded":7274,"counts":[1681,1240,2091,1102,931,176,53],"sections":83},"instructor_url":"/instructors/JEFFREY_SCHMIDT--instructor_d550770f5adf1b066ad0dbab"},{"instructor_uid":"instructor_396d791ad6fd51096ad50a4c","source":"madgrades","source_instructor_id":"3089200","identity_basis":"source_id","identity_status":"source_identified","name":"PUPA GILBERT","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":150,"quality":4.68,"difficulty":2.25,"quality_count":150,"difficulty_count":150,"profile_id":"rmp:891810","source_url":"https://www.ratemyprofessors.com/professor/891810","match_basis":"exact_name","observed_at":"2026-09-07 16:11:36.860175+00:00","courses":{"course_36d9c27edb0bc1bf4e9c79a2":{"review_count":31,"quality":4.65,"difficulty":2.1,"quality_count":31,"difficulty_count":31}},"bayesian_quality":4.5599630333584225,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.382,"graded":8295,"counts":[3072,2346,1546,760,483,47,41],"sections":127},"instructor_url":"/instructors/PUPA_GILBERT--instructor_396d791ad6fd51096ad50a4c"},{"instructor_uid":"instructor_8c3f17996d22d99d0c265972","source":"madgrades","source_instructor_id":"5209287","identity_basis":"source_id","identity_status":"source_identified","name":"JAN EGEDAL","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":3.413,"graded":345,"counts":[136,90,76,21,18,2,2],"sections":61},"instructor_url":"/instructors/JAN_EGEDAL--instructor_8c3f17996d22d99d0c265972"},{"instructor_uid":"instructor_d9fdb1e69433073c60ec38d4","source":"madgrades","source_instructor_id":"3465053","identity_basis":"source_id","identity_status":"source_identified","name":"JUSTIN VANDENBROUCKE","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":4.14,"difficulty":2.29,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:2192498","source_url":"https://www.ratemyprofessors.com/professor/2192498","match_basis":"exact_name","observed_at":"2026-09-07 16:29:18.823061+00:00","courses":{"course_8f18f98dbf0c944ea0381465":{"review_count":4,"quality":3.75,"difficulty":2.5,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.784211691515996,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.337,"graded":653,"counts":[212,198,131,66,39,2,5],"sections":54},"instructor_url":"/instructors/JUSTIN_VANDENBROUCKE--instructor_d9fdb1e69433073c60ec38d4"},{"instructor_uid":"instructor_9bfa0e3dfd7ae12aa9804ba2","source":"madgrades","source_instructor_id":"3633843","identity_basis":"source_id","identity_status":"source_identified","name":"KIMBERLY PALLADINO","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":3.112,"graded":2441,"counts":[564,578,550,433,275,35,6],"sections":25},"instructor_url":"/instructors/KIMBERLY_PALLADINO"},{"instructor_uid":"instructor_7be860de79ae382618c88a13","source":"madgrades","source_instructor_id":"1361971","identity_basis":"source_id","identity_status":"source_identified","name":"VICTOR BRAR","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":11,"quality":3.27,"difficulty":3.55,"quality_count":11,"difficulty_count":11,"profile_id":"rmp:2210765","source_url":"https://www.ratemyprofessors.com/professor/2210765","match_basis":"exact_name","observed_at":"2026-09-07 16:00:08.505257+00:00","courses":{"course_36d9c27edb0bc1bf4e9c79a2":{"review_count":3,"quality":2.33,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_0102faba3a6a173105857f06":{"review_count":5,"quality":3.2,"difficulty":3.6,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.521410182933287,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.188,"graded":4459,"counts":[1304,983,934,722,455,40,21],"sections":62},"instructor_url":"/instructors/VICTOR_BRAR--instructor_7be860de79ae382618c88a13"},{"instructor_uid":"instructor_fc819e3f37631eb89c5fd6a3","source":"madgrades","source_instructor_id":"6159246","identity_basis":"source_id","identity_status":"source_identified","name":"KEITH BECHTOL","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":10,"quality":5,"difficulty":3.1,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:2381989","source_url":"https://www.ratemyprofessors.com/professor/2381989","match_basis":"exact_name","observed_at":"2026-09-07 16:26:34.295421+00:00","courses":{"course_aa45660f057a2b2997243229":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_1d9f375f4112f29da5afb4cd":{"review_count":3,"quality":5,"difficulty":3,"quality_count":3,"difficulty_count":3}},"bayesian_quality":4.1064571890310635,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.278,"graded":719,"counts":[216,197,168,81,44,9,4],"sections":32},"instructor_url":"/instructors/KEITH_BECHTOL--instructor_fc819e3f37631eb89c5fd6a3"},{"instructor_uid":"instructor_cd46dfb08cddfa6f24c79ee0","source":"madgrades","source_instructor_id":"2600003","identity_basis":"source_id","identity_status":"source_identified","name":"DUNCAN CARLSMITH","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":102,"quality":2.55,"difficulty":3.38,"quality_count":102,"difficulty_count":102,"profile_id":"rmp:283831","source_url":"https://www.ratemyprofessors.com/professor/283831","match_basis":"exact_name","observed_at":"2026-09-07 16:43:06.364151+00:00","courses":{"course_ac5b0db3a3b0f72a3723ac9e":{"review_count":2,"quality":2.5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_1666a5a286d44301d42ee8d0":{"review_count":3,"quality":2,"difficulty":4,"quality_count":3,"difficulty_count":3},"course_2c88e83afad33fe7414fd64f":{"review_count":2,"quality":3,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_e8cfa648b149ecdf80de2aa5":{"review_count":4,"quality":3.5,"difficulty":2.75,"quality_count":4,"difficulty_count":4},"course_3d31f8f280d8571385be79ba":{"review_count":3,"quality":3.33,"difficulty":2,"quality_count":3,"difficulty_count":3}},"bayesian_quality":2.731915702220753,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.296,"graded":2841,"counts":[1096,599,508,325,244,58,11],"sections":73},"instructor_url":"/instructors/DUNCAN_CARLSMITH--instructor_cd46dfb08cddfa6f24c79ee0"},{"instructor_uid":"instructor_4d2518d5f05b261ee87c1486","source":"madgrades","source_instructor_id":"5597290","identity_basis":"source_id","identity_status":"source_identified","name":"OLEKSANDR LEVCHENKO","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":3.269,"graded":546,"counts":[213,117,128,33,22,13,20],"sections":30},"instructor_url":"/instructors/OLEKSANDR_LEVCHENKO"},{"instructor_uid":"instructor_eeff2805738780a58f575158","source":"madgrades","source_instructor_id":"6177451","identity_basis":"source_id","identity_status":"source_identified","name":"KEVIN BLACK","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":3.261,"graded":854,"counts":[310,175,158,116,81,6,8],"sections":32},"instructor_url":"/instructors/KEVIN_BLACK--instructor_eeff2805738780a58f575158"},{"instructor_uid":"instructor_51e5ca56043a4aae7f36e63e","source":"madgrades","source_instructor_id":"5702672","identity_basis":"source_id","identity_status":"source_identified","name":"EVAN HEINTZ","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":3.38,"graded":456,"counts":[221,68,68,55,34,10,0],"sections":7},"instructor_url":"/instructors/EVAN_HEINTZ--instructor_51e5ca56043a4aae7f36e63e"},{"instructor_uid":"instructor_74d4d7f0193bf78a7d112429","source":"madgrades","source_instructor_id":"6176947","identity_basis":"source_id","identity_status":"source_identified","name":"TULIKA BOSE","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":6,"quality":3.83,"difficulty":3.5,"quality_count":6,"difficulty_count":6,"profile_id":"rmp:2615812","source_url":"https://www.ratemyprofessors.com/professor/2615812","match_basis":"exact_name","observed_at":"2026-09-07 16:01:02.522308+00:00","courses":{},"bayesian_quality":3.698989064266612,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.174,"graded":1241,"counts":[404,248,273,159,101,37,19],"sections":38},"instructor_url":"/instructors/TULIKA_BOSE--instructor_74d4d7f0193bf78a7d112429"},{"instructor_uid":"instructor_24b0d355eb3e6401fdece1bd","source":"madgrades","source_instructor_id":"1532817","identity_basis":"source_id","identity_status":"source_identified","name":"BENJAMIN SPIKE","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":3.59,"difficulty":3.55,"quality_count":29,"difficulty_count":29,"profile_id":"rmp:2422922","source_url":"https://www.ratemyprofessors.com/professor/2422922","match_basis":"exact_name","observed_at":"2026-09-07 16:52:02.061554+00:00","courses":{"course_0a6dafcdaeb7c047d94f694f":{"review_count":3,"quality":3,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_0102faba3a6a173105857f06":{"review_count":5,"quality":3.4,"difficulty":3,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.6184431769577943,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.088,"graded":5435,"counts":[1230,1242,1173,1082,611,72,25],"sections":33},"instructor_url":"/instructors/BENJAMIN_SPIKE--instructor_24b0d355eb3e6401fdece1bd"},{"instructor_uid":"instructor_cb92f52363980d54a678aeff","source":"madgrades","source_instructor_id":"6490156","identity_basis":"source_id","identity_status":"source_identified","name":"ROMAN KUZMIN","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":9,"quality":4.78,"difficulty":3,"quality_count":9,"difficulty_count":9,"profile_id":"rmp:2989987","source_url":"https://www.ratemyprofessors.com/professor/2989987","match_basis":"exact_name","observed_at":"2026-09-07 16:09:11.751679+00:00","courses":{"course_aa45660f057a2b2997243229":{"review_count":9,"quality":4.78,"difficulty":3,"quality_count":9,"difficulty_count":9}},"bayesian_quality":4.0073695058942045,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.485,"graded":261,"counts":[131,56,43,15,9,5,2],"sections":26},"instructor_url":"/instructors/ROMAN_KUZMIN--instructor_cb92f52363980d54a678aeff"},{"instructor_uid":"instructor_ec45351e48abfd06f1746dd7","source":"madgrades","source_instructor_id":"4187683","identity_basis":"source_id","identity_status":"source_identified","name":"MAXIM VAVILOV","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":3,"difficulty":3,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1729783","source_url":"https://www.ratemyprofessors.com/professor/1729783","match_basis":"exact_name","observed_at":"2026-09-07 16:19:22.735076+00:00","courses":{},"bayesian_quality":3.488656135960441,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.501,"graded":1040,"counts":[497,279,159,56,27,6,16],"sections":75},"instructor_url":"/instructors/MAXIM_VAVILOV--instructor_ec45351e48abfd06f1746dd7"},{"instructor_uid":"instructor_eee47520ae2a16a220d474b9","source":"madgrades","source_instructor_id":"4482536","identity_basis":"source_id","identity_status":"source_identified","name":"MATTHEW OTTEN","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":3.386,"graded":79,"counts":[46,10,12,3,2,1,5],"sections":23},"instructor_url":"/instructors/MATTHEW_OTTEN--instructor_eee47520ae2a16a220d474b9"},{"instructor_uid":"instructor_20aa3caee40c645b759576d3","source":"madgrades","source_instructor_id":"5333556","identity_basis":"source_id","identity_status":"source_identified","name":"MELINDA SOARES","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":3.858,"graded":296,"counts":[257,20,9,4,3,1,2],"sections":16},"instructor_url":"/instructors/MELINDA_SOARES--instructor_20aa3caee40c645b759576d3"},{"instructor_uid":"instructor_3f8537fa491cb22a2100c35e","source":"enrollment","source_instructor_id":"vavilov","identity_basis":"netid","identity_status":"source_identified","name":"Maxim Vavilov","email":"VAVILOV@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":3,"difficulty":3,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1729783","source_url":"https://www.ratemyprofessors.com/professor/1729783","match_basis":"exact_name","observed_at":"2026-09-07 16:19:22.735076+00:00","courses":{},"bayesian_quality":3.488656135960441,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/MAXIM_VAVILOV"},{"instructor_uid":"instructor_501d48df5569e083e202db1b","source":"enrollment","source_instructor_id":"jwfoster","identity_basis":"netid","identity_status":"source_identified","name":"Joshua Foster","email":"JWFOSTER@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/JOSHUA_FOSTER"},{"instructor_uid":"instructor_6a6d0673954d49db0afb5cf4","source":"enrollment","source_instructor_id":"esterlis","identity_basis":"netid","identity_status":"source_identified","name":"Ilya Esterlis","email":"ESTERLIS@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":7,"quality":5,"difficulty":4,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:3005503","source_url":"https://www.ratemyprofessors.com/professor/3005503","match_basis":"exact_name","observed_at":"2026-09-07 16:35:50.012106+00:00","courses":{"course_aa45660f057a2b2997243229":{"review_count":2,"quality":5,"difficulty":4.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.00717465447896,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ILYA_ESTERLIS"},{"instructor_uid":"instructor_882714bf5391ba8a486fae84","source":"enrollment","source_instructor_id":"rkuzmin","identity_basis":"netid","identity_status":"source_identified","name":"Roman Kuzmin","email":"RKUZMIN@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":9,"quality":4.78,"difficulty":3,"quality_count":9,"difficulty_count":9,"profile_id":"rmp:2989987","source_url":"https://www.ratemyprofessors.com/professor/2989987","match_basis":"exact_name","observed_at":"2026-09-07 16:09:11.751679+00:00","courses":{"course_aa45660f057a2b2997243229":{"review_count":9,"quality":4.78,"difficulty":3,"quality_count":9,"difficulty_count":9}},"bayesian_quality":4.0073695058942045,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ROMAN_KUZMIN"},{"instructor_uid":"instructor_a7536c3e695285bd3d1e2822","source":"enrollment","source_instructor_id":"jjsinclair","identity_basis":"netid","identity_status":"source_identified","name":"Josiah Sinclair","email":"JOSIAH.SINCLAIR@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/JOSIAH_SINCLAIR"},{"instructor_uid":"instructor_cf4a7df41993c3bbb38948ae","source":"enrollment","source_instructor_id":"mpettee","identity_basis":"netid","identity_status":"source_identified","name":"Mariel Pettee","email":"MPETTEE@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/MARIEL_PETTEE"},{"instructor_uid":"instructor_d578df90e3c96f783c76bf3f","source":"enrollment","source_instructor_id":"egzweibel","identity_basis":"netid","identity_status":"source_identified","name":"Ellen Zweibel","email":"ZWEIBEL@ASTRO.WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":1,"quality":2,"difficulty":3,"quality_count":1,"difficulty_count":1,"profile_id":"rmp:1444172","source_url":"https://www.ratemyprofessors.com/professor/1444172","match_basis":"exact_name","observed_at":"2026-09-07 16:41:19.234620+00:00","courses":{},"bayesian_quality":3.580653127187234,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ELLEN_ZWEIBEL"},{"instructor_uid":"instructor_dce88f3418df7f00639d839d","source":"enrollment","source_instructor_id":"btspike","identity_basis":"netid","identity_status":"source_identified","name":"Benjamin Spike","email":"BTSPIKE@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":29,"quality":3.59,"difficulty":3.55,"quality_count":29,"difficulty_count":29,"profile_id":"rmp:2422922","source_url":"https://www.ratemyprofessors.com/professor/2422922","match_basis":"exact_name","observed_at":"2026-09-07 16:52:02.061554+00:00","courses":{"course_0a6dafcdaeb7c047d94f694f":{"review_count":3,"quality":3,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_0102faba3a6a173105857f06":{"review_count":5,"quality":3.4,"difficulty":3,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.6184431769577943,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/BENJAMIN_SPIKE"},{"instructor_uid":"instructor_dda38f48f20f5bd42f17f78d","source":"enrollment","source_instructor_id":"olevchenko","identity_basis":"netid","identity_status":"source_identified","name":"Alex Levchenko","email":"LEVCHENKO@PHYSICS.WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":18,"quality":2.94,"difficulty":4.33,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2142180","source_url":"https://www.ratemyprofessors.com/professor/2142180","match_basis":"exact_name","observed_at":"2026-09-07 16:53:23.937594+00:00","courses":{"course_d1341e0b9824e63e21c5b17b":{"review_count":1,"quality":3,"difficulty":5,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.3187819913403134,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ALEX_LEVCHENKO"},{"instructor_uid":"instructor_fc03e5ca78dd62dc2f1b6028","source":"enrollment","source_instructor_id":"mjotten","identity_basis":"netid","identity_status":"source_identified","name":"Matthew Otten","email":"MJOTTEN@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/MATTHEW_OTTEN"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1072","term_name":"Fall 2006","instructors":["FRANZ HIMPSEL","Mark Saffman","Peter Timbie","Thad Walker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1082","term_name":"Fall 2007","instructors":["Cary Forest","DAN MC CAMMON","Mark Saffman"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1092","term_name":"Fall 2008","instructors":["Mark Saffman","Matthew Herndon","STEFAN WESTERHOFF"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1102","term_name":"Fall 2009","instructors":["Ellen Zweibel","Robert McDermott","Thad Walker"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1112","term_name":"Fall 2010","instructors":["Cary Forest","Daniel Chung","Gary Shiu","John Sarff"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1122","term_name":"Fall 2011","instructors":["AKI HASHIMOTO","DANIEL DEN HARTOG","Gary Shiu","KARSTEN M HEEGER","Mark Saffman","Matthew Herndon","STEFAN WESTERHOFF"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1132","term_name":"Fall 2012","instructors":["AKI HASHIMOTO","Matthew Herndon"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1142","term_name":"Fall 2013","instructors":["Cary Forest","Mark Saffman","Sridhara Dasu"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1152","term_name":"Fall 2014","instructors":["Cary Forest","Mark Rzchowski","Robert McDermott"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1162","term_name":"Fall 2015","instructors":["Albrecht Karle","Cary Forest"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1172","term_name":"Fall 2016","instructors":["Deniz Yavuz","Jeffrey Schmidt","Mark Eriksson"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1182","term_name":"Fall 2017","instructors":["Cary Forest","Jan Egedal","Justin Vandenbroucke","Pupa Gilbert"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1192","term_name":"Fall 2018","instructors":["KIMBERLY PALLADINO","Mark Rzchowski","Mark Saffman","Robert McDermott","Sridhara Dasu"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1202","term_name":"Fall 2019","instructors":["KIMBERLY PALLADINO","Sridhara Dasu","Victor Brar"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1204","term_name":"Spring 2020","instructors":["Keith Bechtol"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1212","term_name":"Fall 2020","instructors":["Daniel Chung","Keith Bechtol","Robert McDermott"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1222","term_name":"Fall 2021","instructors":["Duncan Carlsmith","Jan Egedal"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1224","term_name":"Spring 2022","instructors":["Sridhara Dasu"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":1,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":1,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1232","term_name":"Fall 2022","instructors":["AKI HASHIMOTO","Gary Shiu","Kevin Black","OLEKSANDR LEVCHENKO"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1242","term_name":"Fall 2023","instructors":["Gary Shiu","Keith Bechtol"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1252","term_name":"Fall 2024","instructors":["DAN MC CAMMON","EVAN HEINTZ","Mark Eriksson","Tulika Bose","Victor Brar"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1254","term_name":"Spring 2025","instructors":["Tulika Bose"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1262","term_name":"Fall 2025","instructors":["Benjamin Spike","Cary Forest","Mark Saffman","Matthew Otten","Maxim Vavilov","Roman Kuzmin"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"PHYSICS 681","course_uid":"course_bf60eeaf8405d6fec7ab9391","term_id":"1264","term_name":"Spring 2026","instructors":["Melinda Soares"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["PHYSICS 681"]}],"statistics":{"gpa":null,"graded":0,"counts":[0,0,0,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_bf60eeaf8405d6fec7ab9391-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_bf60eeaf8405d6fec7ab9391-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_bf60eeaf8405d6fec7ab9391-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":null,"instructorTrends":[],"following":[],"projection":null}}