# DYSCI 534: Reproductive Management of Dairy Cattle | UW–Madison [View on UW Courses](https://uwcourses.com/courses/DYSCI_534) ## 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 77eedc675673f43917510b08d99344c79f86750d3476afdda8fa721dd8bb2db8 ### course id DYSCI 534 ### course uid course\_6bb44f77740ec85062e34132 ### catalog version id 26be05002faa67b79a99ef461385ef2eb8bd522f03b7978ad9b3c7756db98f3c ### course number 534 ### subjects * DYSCI ### title REPRODUCTIVE MANAGEMENT OF DAIRY CATTLE ### description Provides the technical knowledge and practical skills to design and execute an effective reproductive management program for dairy cattle. Study key reproductive physiology and practical research results that underlie reproductive management programs. Participate in hands-on laboratories to learn, practice, and demonstrate practical reproductive management techniques including: semen handling, artificial insemination, and ultrasound of ovaries and uterus. ### requirements text DY SCI/​AN SCI  434 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id cd2b4a0c0bba4048b96a831845db9061d1d7d79a17bc91fc5eee16bf6ba621da ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers technical knowledge and practical skills for dairy cattle reproductive management programs ### llm topics * Reproductive physiology and research * Laboratory techniques ### llm skills * Practical reproductive management techniques * Program design and execution ### llm assumed background * Principles of reproductive physiology and fertility improvement ### llm search phrases * dairy cattle reproductive management * semen handling artificial insemination * reproductive physiology dairy ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 3ab62b541f078b1339bd05003088822ff8820eed997607bc185ebc5d592a81d2 #### course id DYSCI 534 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2023: 3.42 GPA, 66.7% A/AB (n=6 letter grades); Spring 2024: 3.78 GPA, 88.9% A/AB (n=9 letter grades). ```json { "citations": [ { "course_id": "DYSCI 534", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1fdf1d90-4b22-3f39-b8f0-0cd70d97df67", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "DYSCI 534", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1fdf1d90-4b22-3f39-b8f0-0cd70d97df67", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "DYSCI 534", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1fdf1d90-4b22-3f39-b8f0-0cd70d97df67", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": null, "course": { "course_number": 434, "minimum_grade": null, "subjects": [ "ANSCI", "DYSCI" ], "timing": "prior" }, "evidence": "DY SCI/AN SCI 434", "id": "n0", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_08633bddebfd7e3d7fc72bd5", "source": "madgrades", "source_instructor_id": "2601855", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MILO WILTBANK", "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": 27, "quality": 2.07, "difficulty": 4.37, "quality_count": 27, "difficulty_count": 27, "profile_id": "rmp:1310413", "source_url": "https://www.ratemyprofessors.com/professor/1310413", "match_basis": "exact_name", "observed_at": "2026-09-07 16:16:59.344418+00:00", "courses": { "course_b5a0e3f5feeb75f8ff8e8183": { "review_count": 3, "quality": 2.67, "difficulty": 4, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.7464620355517426, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.443, "graded": 1970, "counts": [ 1126, 153, 395, 76, 161, 46, 13 ], "sections": 174 }, "instructor_url": "/instructors/MILO_WILTBANK--instructor_08633bddebfd7e3d7fc72bd5" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DYSCI 534", "course_uid": "course_6bb44f77740ec85062e34132", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Milo Wiltbank" ], "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": [ "DYSCI 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DYSCI 534", "course_uid": "course_6bb44f77740ec85062e34132", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Milo Wiltbank" ], "a": 12, "ab": 1, "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": 16, "source_aliases": [ "DYSCI 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DYSCI 534", "course_uid": "course_6bb44f77740ec85062e34132", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Milo Wiltbank" ], "a": 6, "ab": 3, "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": 10, "source_aliases": [ "DYSCI 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DYSCI 534", "course_uid": "course_6bb44f77740ec85062e34132", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Milo Wiltbank" ], "a": 7, "ab": 1, "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": 9, "source_aliases": [ "DYSCI 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DYSCI 534", "course_uid": "course_6bb44f77740ec85062e34132", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Milo Wiltbank" ], "a": 6, "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": 6, "source_aliases": [ "DYSCI 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DYSCI 534", "course_uid": "course_6bb44f77740ec85062e34132", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Milo Wiltbank" ], "a": 2, "ab": 2, "b": 1, "bc": 1, "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": 6, "source_aliases": [ "DYSCI 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DYSCI 534", "course_uid": "course_6bb44f77740ec85062e34132", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Milo Wiltbank" ], "a": 6, "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": 9, "source_aliases": [ "DYSCI 534" ] } ] ``` ### statistics #### gpa 3.768 #### graded 56 #### counts * 39 * 9 * 7 * 1 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_6bb44f77740ec85062e34132-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_6bb44f77740ec85062e34132-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_6bb44f77740ec85062e34132-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_6bb44f77740ec85062e34132-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_6bb44f77740ec85062e34132-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_6bb44f77740ec85062e34132-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.767857142857143 #### count 56 #### university ##### size 3107 ##### gpa Percentile 54 ##### count Percentile 22 ##### median Count 117 ##### 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 | 14 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 855 | false | | 3.6–4.0 | 2018 | true | #### departments ```json [ { "subject": "DYSCI", "comparison": { "size": 12, "gpaPercentile": 45, "countPercentile": 0, "medianCount": 149, "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": 3, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` ### terms #### 1184 ##### term 1184 ##### gpa 3.78125 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | DYSCI | | #### 1194 ##### term 1194 ##### gpa 3.75 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | DYSCI | | #### 1204 ##### term 1204 ##### gpa 3.8333333333333335 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | DYSCI | | #### 1224 ##### term 1224 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | DYSCI | | #### 1234 ##### term 1234 ##### gpa 3.4166666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | DYSCI | | #### 1244 ##### term 1244 ##### gpa 3.7777777777777777 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | DYSCI | | ### benchmarks #### all ##### school ###### size 3107 ###### gpa 3.6712856254428514 ###### top Share 82.62573126601619 ###### count 117 ##### DYSCI ###### size 12 ###### gpa 3.6034063346804754 ###### top Share 77.0380637981537 ###### count 149 #### terms ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ## instructor Trends ```json [ { "uid": "instructor_08633bddebfd7e3d7fc72bd5", "name": "MILO WILTBANK", "count": 56, "terms": [ { "term": "1184", "count": 16, "sections": 1, "gpa": 3.78125 }, { "term": "1194", "count": 10, "sections": 1, "gpa": 3.75 }, { "term": "1204", "count": 9, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 6, "sections": 1, "gpa": 3.4166666666666665 }, { "term": "1244", "count": 9, "sections": 1, "gpa": 3.7777777777777777 } ] } ] ``` ## following None recorded.