# PHILOS 244: Introductory Artificial Intelligence (ai) and Data Ethics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHILOS_244) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 1990695d3435c9293db5ced48c3d17f3f77a1854a67e7a046ca1bdf11b1c30d6 ### course id PHILOS 244 ### course uid course\_d271e7d703bce2000629b9ba ### catalog version id c8dc4e4dc6f50777a6b90db66d79ace8f69aaa7c08035d13e341da563c0e47b5 ### course number 244 ### subjects * PHILOS ### title INTRODUCTORY ARTIFICIAL INTELLIGENCE (AI) AND DATA ETHICS ### description Introduction to contemporary moral and political issues in Artificial Intelligence (AI) and Data Ethics, integrating urgent problems, controversies, and continuously updated case studies. Introduces basic technical concepts such as the bias/variance tradeoff, the reference class problem, and inductive risk. Covers topics such as data and privacy, the impacts of automation on society, and the use of algorithms in medicine and criminal law. ### requirements text Sophomore standing ### credits min 3 ### credits max 4 ### credit offering ids * 1272:736:027102 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id b9d5cb3d127b6bdd0bdce07742c945f36d2ab4d49922a69c1c679fb9db3ec6af ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PHILOS 244 introduces contemporary moral and political issues in AI and Data Ethics, integrating technical concepts with case studies on privacy, automation, and algorithmic justice. ### llm topics * Moral and political issues in AI and Data Ethics * Technical concepts: bias/variance tradeoff, reference class problem, inductive risk * Data and privacy * Impacts of automation on society * Use of algorithms in medicine and criminal law ### llm skills * Understanding technical AI concepts like bias/variance and inductive risk * Analyzing societal impacts of automation and algorithmic use in specific domains ### llm assumed background None recorded. ### llm search phrases * AI ethics * data ethics * moral issues AI * bias variance tradeoff * algorithmic bias * privacy AI * automation society * inductive risk ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash e5fc1bf752eba33290858edc31cae875791a0221abd1d37040195ddd4dbe23fb #### course id PHILOS 244 #### current instructors ```json [ { "instructor_uid": "instructor_b1c27e735e014a1e992ee7c1", "message": "No course-specific reviews available", "name": "Edvard Aviles Meza", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_a2d6c124e309ff127bed2ef9", "message": "No course-specific reviews available", "name": "Henry Curcio", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_567fd8ce54b1ff7972681ee9", "message": "No course-specific reviews available", "name": "Matthew Maxwell", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3147462", "summary": [] } ] ``` #### difficulty workload Historical reviews of Burgandy Basulto: Reviewers characterize the workload as easy with lenient grading and extension policies, though one notes a final essay project requiring a choice between argumentative or media connection formats. ```json { "citations": [ { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-16 20:12:59 +0000 UTC", "review_id": "d411cf85c16f1e766e256929", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMjkwMTg5", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-17 23:17:13 +0000 UTC", "review_id": "3a97aa09d7eb983b8114457d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMzE4MzY2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2026-08-29 01:27:53 +0000 UTC", "review_id": "584dc384588d6387543d4a32", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQzMzk2MzE2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Burgandy Basulto describe her as nice, knowledgeable, and a generous grader who is lenient with extensions. However, one reviewer found the class unengaging and the material self-explanatory, while another appreciated her helpfulness and the final project options. ```json { "citations": [ { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-16 20:12:59 +0000 UTC", "review_id": "d411cf85c16f1e766e256929", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMjkwMTg5", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-17 23:17:13 +0000 UTC", "review_id": "3a97aa09d7eb983b8114457d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMzE4MzY2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2026-08-29 01:27:53 +0000 UTC", "review_id": "584dc384588d6387543d4a32", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQzMzk2MzE2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Burgandy Basulto describe the course as easy and lenient, though some find the material unengaging and basic, while others praise her knowledge and helpfulness. ```json { "citations": [ { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-16 20:12:59 +0000 UTC", "review_id": "d411cf85c16f1e766e256929", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMjkwMTg5", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-17 23:17:13 +0000 UTC", "review_id": "3a97aa09d7eb983b8114457d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMzE4MzY2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2026-08-29 01:27:53 +0000 UTC", "review_id": "584dc384588d6387543d4a32", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQzMzk2MzE2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" } ] } ``` Recent recorded grades — Fall 2025: 3.96 GPA, 98.3% A/AB (n=121 letter grades); Spring 2026: 3.94 GPA, 97.8% A/AB (n=138 letter grades). ```json { "citations": [ { "course_id": "PHILOS 244", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7218dc72-b3c1-3e08-b997-782138c1adcf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHILOS 244", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7218dc72-b3c1-3e08-b997-782138c1adcf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Burgandy Basulto: Students report mixed experiences, with some finding the class unengaging and the professor's participation style annoying, while others appreciate her generosity and care for student learning. ```json { "citations": [ { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-16 20:12:59 +0000 UTC", "review_id": "d411cf85c16f1e766e256929", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMjkwMTg5", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2025-12-17 23:17:13 +0000 UTC", "review_id": "3a97aa09d7eb983b8114457d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQyMzE4MzY2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" }, { "instructor_name": "Burgandy Basulto", "review_date": "2026-08-29 01:27:53 +0000 UTC", "review_id": "584dc384588d6387543d4a32", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3138579", "source_review_id": "UmF0aW5nLTQzMzk2MzE2", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BURGANDY BASULTO is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHILOS 244", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7218dc72-b3c1-3e08-b997-782138c1adcf", "source_record": { "entity_id": "7218dc72-b3c1-3e08-b997-782138c1adcf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Sophomore standing", "course": null, "evidence": "Sophomore standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------------- | ---------------------------- | -------------------------------- | -------------------------------- | ---------------------------------- | | instructor\_b1c27e735e014a1e992ee7c1 | enrollment | avilesmeza | netid | source\_identified | Edvard Aviles Meza | AVILESMEZA\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/EDVARD\_AVILES\_MEZA | | instructor\_a2d6c124e309ff127bed2ef9 | enrollment | curcio2 | netid | source\_identified | Henry Curcio | CURCIO2\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/HENRY\_CURCIO | | instructor\_f17c06897e089d4fa8a8daa3 | enrollment | kquek | netid | source\_identified | Kenneth Quek | KQUEK\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/KENNETH\_QUEK | | instructor\_3b0ebd211667252cbc994a63 | enrollment | elholmes3 | netid | source\_identified | Liz Holmes | ELHOLMES3\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/LIZ\_HOLMES | | instructor\_567fd8ce54b1ff7972681ee9 | enrollment | mjmaxwell3 | netid | source\_identified | Matthew Maxwell | MJMAXWELL3\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MATTHEW\_MAXWELL | | instructor\_88659cc7201bea2fbda87aa2 | enrollment | yumbeneri | netid | source\_identified | Patricia Yumbe Neri | PATRICIA.YUMBENERI\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/PATRICIA\_YUMBE\_NERI | | instructor\_248e77b153b3b69c3d509cf6 | enrollment | wli596 | netid | source\_identified | Wenwen Li | WLI596\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/WENWEN\_LI | ### offerings ```json [ { "run_id": 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"class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 24, "waitlisted": 2, "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:1272:32905", "term_id": "1272", "source_section_id": "32905", "identity_basis": "class_number", "section_number": "304", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 26, "enrolled": 26, "waitlisted": 3, "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:1272:32906", "term_id": "1272", "source_section_id": "32906", "identity_basis": "class_number", "section_number": "305", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 23, "waitlisted": 2, "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:1272:32907", "term_id": "1272", "source_section_id": "32907", "identity_basis": "class_number", "section_number": "306", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 23, "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:1272:37219", "term_id": "1272", "source_section_id": "37219", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 70, "enrolled": 69, "waitlisted": 13, "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:1272:37220", "term_id": "1272", "source_section_id": "37220", "identity_basis": "class_number", "section_number": "321", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 23, "waitlisted": 10, "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:1272:37221", "term_id": "1272", "source_section_id": "37221", "identity_basis": "class_number", "section_number": "322", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 22, "waitlisted": 2, "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:1272:37222", "term_id": "1272", "source_section_id": "37222", "identity_basis": "class_number", "section_number": "323", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "waitlisted": 1, "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:1272:37481", "term_id": "1272", "source_section_id": "37481", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 69, "enrolled": 68, "waitlisted": 20, "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:1272:37482", "term_id": "1272", "source_section_id": "37482", "identity_basis": "class_number", "section_number": "331", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 23, "waitlisted": 3, "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:1272:37483", "term_id": "1272", "source_section_id": "37483", "identity_basis": "class_number", "section_number": "332", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 23, "waitlisted": 7, "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:1272:37484", "term_id": "1272", "source_section_id": "37484", "identity_basis": "class_number", "section_number": "333", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 23, "enrolled": 22, "waitlisted": 10, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_af603572b291619e9b3e92dc", "source": "madgrades", "source_instructor_id": "6297155", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BURGANDY BASULTO", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 4.67, "difficulty": 1.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3138579", "source_url": "https://www.ratemyprofessors.com/professor/3138579", "match_basis": "exact_name", "observed_at": "2026-09-07 16:50:45.456504+00:00", "courses": { "course_d271e7d703bce2000629b9ba": { "review_count": 3, "quality": 4.67, "difficulty": 1.67, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.79146589873617, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.894, "graded": 374, "counts": [ 318, 42, 7, 5, 2, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/BURGANDY_BASULTO--instructor_af603572b291619e9b3e92dc" }, { "instructor_uid": "instructor_dd5355a8a4e8774cbdec0c83", "source": "madgrades", "source_instructor_id": "5622267", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATHLEEN LOHNES", "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": 3.885, "graded": 451, "counts": [ 393, 36, 12, 4, 3, 2, 1 ], "sections": 6 }, "instructor_url": "/instructors/KATHLEEN_LOHNES--instructor_dd5355a8a4e8774cbdec0c83" }, { "instructor_uid": "instructor_248e77b153b3b69c3d509cf6", "source": "enrollment", "source_instructor_id": "wli596", "identity_basis": "netid", "identity_status": "source_identified", "name": "Wenwen Li", "email": "WLI596@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/WENWEN_LI" }, { "instructor_uid": "instructor_3b0ebd211667252cbc994a63", "source": "enrollment", "source_instructor_id": "elholmes3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Liz Holmes", "email": "ELHOLMES3@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/LIZ_HOLMES" }, { "instructor_uid": "instructor_567fd8ce54b1ff7972681ee9", "source": "enrollment", "source_instructor_id": "mjmaxwell3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Matthew Maxwell", "email": "MJMAXWELL3@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_MAXWELL" }, { "instructor_uid": "instructor_88659cc7201bea2fbda87aa2", "source": "enrollment", "source_instructor_id": "yumbeneri", "identity_basis": "netid", "identity_status": "source_identified", "name": "Patricia Yumbe Neri", "email": "PATRICIA.YUMBENERI@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/PATRICIA_YUMBE_NERI" }, { "instructor_uid": "instructor_a2d6c124e309ff127bed2ef9", "source": "enrollment", "source_instructor_id": "curcio2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Henry Curcio", "email": "CURCIO2@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/HENRY_CURCIO" }, { "instructor_uid": "instructor_b1c27e735e014a1e992ee7c1", "source": "enrollment", "source_instructor_id": "avilesmeza", "identity_basis": "netid", "identity_status": "source_identified", "name": "Edvard Aviles Meza", "email": "AVILESMEZA@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/EDVARD_AVILES_MEZA" }, { "instructor_uid": "instructor_f17c06897e089d4fa8a8daa3", "source": "enrollment", "source_instructor_id": "kquek", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kenneth Quek", "email": "KQUEK@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/KENNETH_QUEK" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHILOS 244", "course_uid": "course_d271e7d703bce2000629b9ba", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "BURGANDY BASULTO" ], "a": 113, "ab": 6, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 11, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 4, "no_work": 0, "not_reported": 0, "other": 0, "total": 136, "source_aliases": [ "PHILOS 244" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHILOS 244", "course_uid": "course_d271e7d703bce2000629b9ba", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "KATHLEEN LOHNES" ], "a": 133, "ab": 2, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 1, "satisfactory": 5, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 143, "source_aliases": [ "PHILOS 244" ] } ] ``` ### statistics #### gpa 3.95 #### graded 259 #### counts * 246 * 8 * 3 * 0 * 1 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d271e7d703bce2000629b9ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d271e7d703bce2000629b9ba-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d271e7d703bce2000629b9ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d271e7d703bce2000629b9ba-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_d271e7d703bce2000629b9ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d271e7d703bce2000629b9ba-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_d271e7d703bce2000629b9ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d271e7d703bce2000629b9ba-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d271e7d703bce2000629b9ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d271e7d703bce2000629b9ba-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.9498069498069497 #### count 259 #### university ##### size 2123 ##### gpa Percentile 86 ##### count Percentile 87 ##### median Count 71 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 170 | false | | 3.2–3.6 | 553 | false | | 3.6–4.0 | 1385 | true | #### departments ```json [ { "subject": "PHILOS", "comparison": { "size": 19, "gpaPercentile": 100, "countPercentile": 72, "medianCount": 70, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` ### terms #### 1262 ##### term 1262 ##### gpa 3.958677685950413 ##### count 121 ##### university ###### size 1320 ###### gpa Percentile 89 ###### count Percentile 73 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "PHILOS", "comparison": { "size": 12, "gpaPercentile": 100, "countPercentile": 45, "medianCount": 125.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.9420289855072466 ##### count 138 ##### university ###### size 1283 ###### gpa Percentile 86 ###### count Percentile 79 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "PHILOS", "comparison": { "size": 12, "gpaPercentile": 100, "countPercentile": 64, "medianCount": 93.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 2123 ###### gpa 3.6592277338479904 ###### top Share 82.12897781052423 ###### count 71 ##### PHILOS ###### size 19 ###### gpa 3.7029255523523097 ###### top Share 87.39296272769295 ###### count 70 #### terms ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### PHILOS ###### size 12 ###### gpa 3.727492166103239 ###### top Share 87.75003653523696 ###### count 125.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### PHILOS ###### size 12 ###### gpa 3.6413607087589717 ###### top Share 84.69116406020734 ###### count 93.5 ## instructor Trends ```json [ { "uid": "instructor_dd5355a8a4e8774cbdec0c83", "name": "KATHLEEN LOHNES", "count": 138, "terms": [ { "term": "1264", "count": 138, "sections": 1, "gpa": 3.9420289855072466 } ] }, { "uid": "instructor_af603572b291619e9b3e92dc", "name": "BURGANDY BASULTO", "count": 121, "terms": [ { "term": "1262", "count": 121, "sections": 1, "gpa": 3.958677685950413 } ] } ] ``` ## following None recorded.