{"schema_version":1,"url":"https://uwcourses.com/courses/INTER-AG_388","title":"INTER-AG 388: Cals Honors - Fundamentals of Research 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":"08e0551f943256ad8e0cec2ffa761e5e4ed1bb4ccf0c0af97d44baeb9be091d0","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","catalog_version_id":"8cdd5f3a0c0514e69c1cc881ab57a7e126980df672a916b6e577b85b17ad72ad","course_number":388,"subjects":["INTER-AG"],"title":"CALS HONORS - FUNDAMENTALS OF RESEARCH SEMINAR","description":"Introduction and exploration of the fundamentals of research: scientific process, utilization of scientific literature, and preparation of research proposals. Provides an environment external to the student's research experience that will help them grow as researchers.","requirements_text":"INTER-AG 288","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"0f0f38184f85dda77b8ed18dd65af98d19ebc1c91f46203ac5eade6215a213f5","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"CALS HONORS - FUNDAMENTALS OF RESEARCH SEMINAR teaches the scientific process, literature utilization, and research proposal preparation.","llm_topics":["Scientific process.","Utilization of scientific literature.","Preparation of research proposals."],"llm_skills":["Scientific process and research proposal preparation.","Utilization of scientific literature."],"llm_assumed_background":["Introductory research concepts, scientific community norms, ethics, and literature usage."],"llm_search_phrases":["CALS Honors research fundamentals","scientific research proposal preparation","agricultural and life sciences research ethics"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"f0ea550d959f4976e5e12755b7c5f3b1a21e5eada90eafded04eeed860372f7f","course_id":"INTER-AG 388","current_instructors":[],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":false,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"INTER-AG 388","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"0815bc2c-540a-30d8-8b82-2d755fa65aa8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"},{"course_id":"INTER-AG 388","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"0815bc2c-540a-30d8-8b82-2d755fa65aa8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"INTER-AG 388","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"0815bc2c-540a-30d8-8b82-2d755fa65aa8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=30 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=54 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=58 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":null,"course":{"course_number":288,"minimum_grade":null,"subjects":["INTER-AG"],"timing":"prior"},"evidence":"INTER-AG 288","id":"n0","kind":"course"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_d9fbf20ebacd8716087818b3","source":"madgrades","source_instructor_id":"2601589","identity_basis":"source_id","identity_status":"source_identified","name":"DAVID L. NELSON","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":3.157,"graded":2527,"counts":[995,313,539,260,278,80,62],"sections":67},"instructor_url":"/instructors/DAVID_L_NELSON"},{"instructor_uid":"instructor_4e2c05a44fbc885fd8df37f3","source":"madgrades","source_instructor_id":"5145171","identity_basis":"source_id","identity_status":"source_identified","name":"COSMA DELLISANTI","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":17,"counts":[17,0,0,0,0,0,0],"sections":2},"instructor_url":"/instructors/COSMA_DELLISANTI"},{"instructor_uid":"instructor_ac4599afea129b3e037d630d","source":"madgrades","source_instructor_id":"3985619","identity_basis":"source_id","identity_status":"source_identified","name":"PHILIP GONSISKA","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":10,"counts":[10,0,0,0,0,0,0],"sections":2},"instructor_url":"/instructors/PHILIP_GONSISKA--instructor_ac4599afea129b3e037d630d"},{"instructor_uid":"instructor_2749d67636603614b8964d98","source":"madgrades","source_instructor_id":"574231","identity_basis":"source_id","identity_status":"source_identified","name":"KENT WEIGEL","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":3.889,"graded":389,"counts":[335,29,23,1,0,0,1],"sections":93},"instructor_url":"/instructors/KENT_WEIGEL--instructor_2749d67636603614b8964d98"},{"instructor_uid":"instructor_5cd09835674e7650e86020f1","source":"madgrades","source_instructor_id":"1283126","identity_basis":"source_id","identity_status":"source_identified","name":"DHANANSAYAN SHANMUGANAYAGAM","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,"difficulty":4,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:2251765","source_url":"https://www.ratemyprofessors.com/professor/2251765","match_basis":"exact_name","observed_at":"2026-09-07 16:43:43.060989+00:00","courses":{"course_050bac6b9bffa27f645294b6":{"review_count":2,"quality":3,"difficulty":4,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.5997143486787233,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.706,"graded":502,"counts":[354,58,58,21,6,3,2],"sections":95},"instructor_url":"/instructors/DHANANSAYAN_SHANMUGANAYAGAM--instructor_5cd09835674e7650e86020f1"},{"instructor_uid":"instructor_40044f697777083a63054977","source":"madgrades","source_instructor_id":"6490262","identity_basis":"source_id","identity_status":"source_identified","name":"GEORGE MEINDL","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":4.8,"difficulty":3,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:3047369","source_url":"https://www.ratemyprofessors.com/professor/3047369","match_basis":"exact_name","observed_at":"2026-09-07 16:38:29.802902+00:00","courses":{},"bayesian_quality":4.039790522364397,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.781,"graded":447,"counts":[360,21,46,1,18,0,1],"sections":23},"instructor_url":"/instructors/GEORGE_MEINDL--instructor_40044f697777083a63054977"},{"instructor_uid":"instructor_0511d5252e857cf0cd569f67","source":"madgrades","source_instructor_id":"6402067","identity_basis":"source_id","identity_status":"source_identified","name":"ERICA SHU","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":3.764,"graded":1887,"counts":[1366,312,116,50,33,8,2],"sections":44},"instructor_url":"/instructors/ERICA_SHU--instructor_0511d5252e857cf0cd569f67"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1072","term_name":"Fall 2006","instructors":["DAVID L. NELSON"],"a":20,"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":20,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1082","term_name":"Fall 2007","instructors":["DAVID L. NELSON"],"a":12,"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":12,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1092","term_name":"Fall 2008","instructors":["DAVID L. NELSON"],"a":19,"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":19,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1102","term_name":"Fall 2009","instructors":["DAVID L. NELSON"],"a":18,"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":18,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1112","term_name":"Fall 2010","instructors":["DAVID L. NELSON"],"a":9,"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":9,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1132","term_name":"Fall 2012","instructors":["COSMA DELLISANTI"],"a":17,"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":17,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1142","term_name":"Fall 2013","instructors":["PHILIP GONSISKA"],"a":10,"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":10,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1194","term_name":"Spring 2019","instructors":["DAVID L. NELSON","DHANANSAYAN SHANMUGANAYAGAM","Kent Weigel"],"a":14,"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":14,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1204","term_name":"Spring 2020","instructors":["DHANANSAYAN SHANMUGANAYAGAM"],"a":14,"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":14,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1224","term_name":"Spring 2022","instructors":["DHANANSAYAN SHANMUGANAYAGAM"],"a":17,"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":17,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1234","term_name":"Spring 2023","instructors":["DHANANSAYAN SHANMUGANAYAGAM"],"a":27,"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":27,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1244","term_name":"Spring 2024","instructors":["George Meindl"],"a":30,"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":30,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1254","term_name":"Spring 2025","instructors":["George Meindl"],"a":54,"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":54,"source_aliases":["INTER-AG 388"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INTER-AG 388","course_uid":"course_02516ba0f3f794fc469f168c","term_id":"1264","term_name":"Spring 2026","instructors":["ERICA Shu"],"a":58,"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":58,"source_aliases":["INTER-AG 388"]}],"statistics":{"gpa":4,"graded":319,"counts":[319,0,0,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_02516ba0f3f794fc469f168c-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_02516ba0f3f794fc469f168c-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_02516ba0f3f794fc469f168c-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":4,"count":319,"university":{"size":4385,"gpaPercentile":95,"countPercentile":73,"medianCount":139,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":18,"current":false},{"range":"2.8–3.2","count":322,"current":false},{"range":"3.2–3.6","count":1238,"current":false},{"range":"3.6–4.0","count":2807,"current":true}]},"departments":[{"subject":"INTER-AG","comparison":null}]},"terms":{"1072":{"term":"1072","gpa":4,"count":20,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1082":{"term":"1082","gpa":4,"count":12,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1092":{"term":"1092","gpa":4,"count":19,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1102":{"term":"1102","gpa":4,"count":18,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1112":{"term":"1112","gpa":4,"count":9,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1132":{"term":"1132","gpa":4,"count":17,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1142":{"term":"1142","gpa":4,"count":10,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1194":{"term":"1194","gpa":4,"count":14,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1204":{"term":"1204","gpa":4,"count":14,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1224":{"term":"1224","gpa":4,"count":17,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1234":{"term":"1234","gpa":4,"count":27,"university":null,"departments":[{"subject":"INTER-AG","comparison":null}]},"1244":{"term":"1244","gpa":4,"count":30,"university":{"size":1241,"gpaPercentile":95,"countPercentile":0,"medianCount":65,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":9,"current":false},{"range":"2.8–3.2","count":151,"current":false},{"range":"3.2–3.6","count":373,"current":false},{"range":"3.6–4.0","count":706,"current":true}]},"departments":[{"subject":"INTER-AG","comparison":null}]},"1254":{"term":"1254","gpa":4,"count":54,"university":{"size":1289,"gpaPercentile":96,"countPercentile":40,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":17,"current":false},{"range":"2.8–3.2","count":128,"current":false},{"range":"3.2–3.6","count":379,"current":false},{"range":"3.6–4.0","count":765,"current":true}]},"departments":[{"subject":"INTER-AG","comparison":null}]},"1264":{"term":"1264","gpa":4,"count":58,"university":{"size":1283,"gpaPercentile":95,"countPercentile":43,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":20,"current":false},{"range":"2.8–3.2","count":130,"current":false},{"range":"3.2–3.6","count":343,"current":false},{"range":"3.6–4.0","count":789,"current":true}]},"departments":[{"subject":"INTER-AG","comparison":null}]}},"benchmarks":{"all":{"school":{"size":4385,"gpa":3.657080355089468,"topShare":81.68315868202544,"count":139},"INTER-AG":null},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"INTER-AG":null},"1082":{"school":{"size":723,"gpa":3.3583896732335172,"topShare":62.932746798940194,"count":68},"INTER-AG":null},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"INTER-AG":null},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"INTER-AG":null},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"INTER-AG":null},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"INTER-AG":null},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"INTER-AG":null},"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"INTER-AG":null},"1204":{"school":{"size":1012,"gpa":3.703747431523761,"topShare":84.59811226304916,"count":65.5},"INTER-AG":null},"1224":{"school":{"size":1171,"gpa":3.5627882428500937,"topShare":76.37271640560496,"count":64},"INTER-AG":null},"1234":{"school":{"size":1188,"gpa":3.5799441677552393,"topShare":77.18256448537606,"count":65},"INTER-AG":null},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"INTER-AG":null},"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"INTER-AG":null},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"INTER-AG":null}}}},"instructorTrends":[{"uid":"instructor_d9fbf20ebacd8716087818b3","name":"DAVID L. NELSON","count":92,"terms":[{"term":"1072","count":20,"sections":1,"gpa":4},{"term":"1082","count":12,"sections":1,"gpa":4},{"term":"1092","count":19,"sections":1,"gpa":4},{"term":"1102","count":18,"sections":1,"gpa":4},{"term":"1112","count":9,"sections":1,"gpa":4},{"term":"1194","count":14,"sections":1,"gpa":4}]},{"uid":"instructor_40044f697777083a63054977","name":"GEORGE MEINDL","count":84,"terms":[{"term":"1244","count":30,"sections":1,"gpa":4},{"term":"1254","count":54,"sections":1,"gpa":4}]},{"uid":"instructor_5cd09835674e7650e86020f1","name":"DHANANSAYAN SHANMUGANAYAGAM","count":72,"terms":[{"term":"1194","count":14,"sections":1,"gpa":4},{"term":"1204","count":14,"sections":1,"gpa":4},{"term":"1224","count":17,"sections":1,"gpa":4},{"term":"1234","count":27,"sections":1,"gpa":4}]},{"uid":"instructor_0511d5252e857cf0cd569f67","name":"ERICA SHU","count":58,"terms":[{"term":"1264","count":58,"sections":1,"gpa":4}]},{"uid":"instructor_4e2c05a44fbc885fd8df37f3","name":"COSMA DELLISANTI","count":17,"terms":[{"term":"1132","count":17,"sections":1,"gpa":4}]},{"uid":"instructor_2749d67636603614b8964d98","name":"KENT WEIGEL","count":14,"terms":[{"term":"1194","count":14,"sections":1,"gpa":4}]},{"uid":"instructor_ac4599afea129b3e037d630d","name":"PHILIP GONSISKA","count":10,"terms":[{"term":"1142","count":10,"sections":1,"gpa":4}]}],"following":[{"code":"INTER-AG 488","title":"HONORS RESEARCH SEMINAR"}],"projection":null}}