# CSCS 530: Purpose-driven Organizations | UW–Madison [View on UW Courses](https://uwcourses.com/courses/CSCS_530) ## 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 7538c478d6fed3dd1d4db41a64cbf8f0693e9733c5fcee8622b3baa65e443c6e ### course id CSCS 530 ### course uid course\_6b65a7d65c32c7e47d1aa5ca ### catalog version id da34b9cb2944f36b7273751ed079297f191127e6a4d46c36d52b78ed29ec84ab ### course number 530 ### subjects * CSCS ### title PURPOSE-DRIVEN ORGANIZATIONS ### description Purpose-driven organizations including community and grassroots efforts, nonprofits, nongovernmental organizations, social enterprises, cooperatives, and land trusts. Examines roles, critiques, characteristics, and infrastructural components. Includes analysis of historical, current, and trending approaches to purpose-driven work through textual, community-engaged, or case study learning. ### requirements text None ### credits min 3 ### credits max 3 ### credit offering ids * 1272:247:026769 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 4b9e80e583f78fd79c39534fb9ecd155436fdcbc84ba47f5c8451cbce406f75a ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary CSCS 530 examines purpose-driven organizations such as nonprofits, social enterprises, and cooperatives through analysis of their roles, characteristics, and approaches. ### llm topics * Types of purpose-driven organizations * Organizational roles, critiques, and infrastructure * Historical and trending approaches to purpose-driven work ### llm skills * Analysis of organizational roles and characteristics * Analysis of historical and current approaches to purpose-driven work * Application of textual, community-engaged, and case study methods ### llm assumed background None recorded. ### llm search phrases * purpose-driven organizations * social enterprises cooperatives * grassroots efforts nonprofits * community-engaged learning case studies ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash c15b70371d38355e9cf6df09651d1f573892834a209e9fe9341cfe1fd2b0615b #### course id CSCS 530 #### current instructors ```json [ { "instructor_uid": "instructor_31f5d1facbc47d8b04e9ae5a", "message": "No course-specific reviews available", "name": "Mary Beth Collins", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2746836", "summary": [ { "citations": [ { "course_id": "CSCS 530", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "source_record": { "entity_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CSCS 530", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "source_record": { "entity_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.79 GPA, 84.2% A/AB (n=19 letter grades); Fall 2025: 3.82 GPA, 90.9% A/AB (n=11 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2024: 3.79 GPA, 84.2% A/AB (n=19 letter grades); Fall 2025: 3.82 GPA, 90.9% A/AB (n=11 letter grades). ```json { "citations": [ { "course_id": "CSCS 530", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CSCS 530", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MARY COLLINS is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CSCS 530", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "source_record": { "entity_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CSCS 530", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "source_record": { "entity_id": "d39181b9-f825-3d5e-b127-908e0981a7db", "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": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_31f5d1facbc47d8b04e9ae5a", "source": "enrollment", "source_instructor_id": "mecollins", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mary Beth Collins", "email": "MARYBETH.COLLINS@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": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2746836", "source_url": "https://www.ratemyprofessors.com/professor/2746836", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:14.481910+00:00", "courses": { "course_ce699e91ed20e5e59a663ca2": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.675891222425329, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARY_BETH_COLLINS" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:247:026769", "course_id": "CSCS 530", "course_uid": "course_6b65a7d65c32c7e47d1aa5ca", "term_id": "1272", "source_course_id": "026769", "source_subject_id": "247", "title": "Purpose-Driven Organizations", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29787", "term_id": "1272", "source_section_id": "29787", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 38, "enrolled": 29, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_696936f92690523b6d1ec765", "source": "madgrades", "source_instructor_id": "491743", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARY COLLINS", "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": 3.893, "graded": 683, "counts": [ 615, 29, 20, 3, 14, 2, 0 ], "sections": 70 }, "instructor_url": "/instructors/MARY_COLLINS--instructor_696936f92690523b6d1ec765" }, { "instructor_uid": "instructor_31f5d1facbc47d8b04e9ae5a", "source": "enrollment", "source_instructor_id": "mecollins", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mary Beth Collins", "email": "MARYBETH.COLLINS@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": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2746836", "source_url": "https://www.ratemyprofessors.com/professor/2746836", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:14.481910+00:00", "courses": { "course_ce699e91ed20e5e59a663ca2": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.675891222425329, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARY_BETH_COLLINS" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CSCS 530", "course_uid": "course_6b65a7d65c32c7e47d1aa5ca", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Mary Beth Collins" ], "a": 14, "ab": 2, "b": 3, "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": [ "CSCS 530" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CSCS 530", "course_uid": "course_6b65a7d65c32c7e47d1aa5ca", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Mary Beth Collins" ], "a": 8, "ab": 2, "b": 1, "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": 11, "source_aliases": [ "CSCS 530" ] } ] ``` ### statistics #### gpa 3.8 #### graded 30 #### counts * 22 * 4 * 4 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * 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count 30 #### university ##### size 2031 ##### gpa Percentile 59 ##### count Percentile 0 ##### median Count 81 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 10 | false | | 2.8–3.2 | 134 | false | | 3.2–3.6 | 570 | false | | 3.6–4.0 | 1317 | true | #### departments ```json [ { "subject": "CSCS", "comparison": { "size": 14, "gpaPercentile": 23, "countPercentile": 0, "medianCount": 65.5, "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": 12, "current": true } ] } } ] ``` ### terms #### 1252 ##### term 1252 ##### gpa 3.789473684210526 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | CSCS | | #### 1262 ##### term 1262 ##### gpa 3.8181818181818183 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | CSCS | | ### benchmarks #### all ##### school ###### size 2031 ###### gpa 3.6684856636757313 ###### top Share 82.52440705858163 ###### count 81 ##### CSCS ###### size 14 ###### gpa 3.8482252238228 ###### top Share 93.67238446109411 ###### count 65.5 #### terms ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### CSCS ###### size 10 ###### gpa 3.836335028506098 ###### top Share 92.77074629371648 ###### count 46.5 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_696936f92690523b6d1ec765", "name": "MARY COLLINS", "count": 30, "terms": [ { "term": "1252", "count": 19, "sections": 1, "gpa": 3.789473684210526 }, { "term": "1262", "count": 11, "sections": 1, "gpa": 3.8181818181818183 } ] } ] ``` ## following None recorded.