# LSC 560: Scientific Writing | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LSC_560) ## 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 968a1bc5a1c604a2b6d75c595dc571766b27e81536c5d1eb62984e26b37e18a9 ### course id LSC 560 ### course uid course\_92530a10f37b5a75ba13990b ### catalog version id 6131ecacf07616070883880a3bbf41fc24784e70c3187b8f6f22c3562d73fda9 ### course number 560 ### subjects * LSC ### title SCIENTIFIC WRITING ### description Focuses on scientific writing techniques that can be applied to academic papers, scientific journals, grant proposals, and other written and oral professional work in science and technology related fields. ### requirements text LSC 212or graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:120:000628 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id aa03afdada07ebc6b0e91ed5fdeebd9df7280fbf2324c986a653560397689d89 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LSC 560 teaches scientific writing techniques for academic papers, journals, and grant proposals in science and technology fields. ### llm topics * Academic and professional scientific writing * Oral and written professional communication ### llm skills * Scientific writing techniques * Application to academic, journal, and grant writing ### llm assumed background * Foundational scientific communication and writing skills ### llm search phrases * scientific writing techniques * academic papers * grant proposals * scientific journals * professional work science technology ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 579de88ae3e6f70f0b5b23ee975b76cbeb7066853953a846eccf9b8bcee34172 #### course id LSC 560 #### current instructors ```json [ { "instructor_uid": "instructor_3f4063d1299b61415e10953d", "message": "No course-specific reviews available", "name": "Kelly Mella", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3164700", "summary": [ { "citations": [ { "course_id": "LSC 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "source_record": { "entity_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LSC 560", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "source_record": { "entity_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.98 GPA, 100.0% A/AB (n=33 letter grades). Includes jointly taught sections." } ] } ] ``` #### 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 2023: 3.95 GPA, 100.0% A/AB (n=31 letter grades); Fall 2024: 3.88 GPA, 94.1% A/AB (n=17 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=33 letter grades). ```json { "citations": [ { "course_id": "LSC 560", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 560", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LSC 560", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "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 KELLY MELLA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "source_record": { "entity_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LSC 560", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "source_record": { "entity_id": "e06a2d35-a70d-3ee0-87b5-aef8ce6d4b15", "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": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "LSC 212or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 212, "minimum_grade": null, "subjects": [ "LSC" ], "timing": "prior" }, "evidence": "LSC 212", "id": "n1", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "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\_3f4063d1299b61415e10953d | enrollment | kmella | netid | source\_identified | Kelly Mella | KMELLA\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/KELLY\_MELLA | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:120:000628", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1272", "source_course_id": "000628", "source_subject_id": "120", "title": "Scientific Writing", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:21500", "term_id": "1272", "source_section_id": "21500", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 18, "waitlisted": 3, "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_044c14fb3451985e6c91aa62", "source": "madgrades", "source_instructor_id": "280437", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WILLIAM SEELY", "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": 3.732, "graded": 837, "counts": [ 599, 107, 99, 5, 18, 8, 1 ], "sections": 48 }, "instructor_url": "/instructors/WILLIAM_SEELY" }, { "instructor_uid": "instructor_c09f008151eaf56f700346db", "source": "madgrades", "source_instructor_id": "5328866", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REGAN DOHM", "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": 3.55, "graded": 10, "counts": [ 4, 3, 3, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/REGAN_DOHM--instructor_c09f008151eaf56f700346db" }, { "instructor_uid": "instructor_39182d29348a44cb7d41986e", "source": "madgrades", "source_instructor_id": "5548442", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RYAN BOWER", "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": 3.812, "graded": 56, "counts": [ 43, 11, 0, 0, 1, 1, 0 ], "sections": 3 }, "instructor_url": "/instructors/RYAN_BOWER" }, { "instructor_uid": "instructor_08980918c0e08420a0182895", "source": "madgrades", "source_instructor_id": "993891", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MADELINE FISHER", "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": 3.784, "graded": 547, "counts": [ 424, 70, 25, 14, 8, 3, 3 ], "sections": 31 }, "instructor_url": "/instructors/MADELINE_FISHER--instructor_08980918c0e08420a0182895" }, { "instructor_uid": "instructor_ae59e3185723532fd55ea3bc", "source": "madgrades", "source_instructor_id": "5661863", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD HEINRICH", "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": 3.672, "graded": 276, "counts": [ 178, 60, 21, 7, 3, 5, 2 ], "sections": 16 }, "instructor_url": "/instructors/RICHARD_HEINRICH--instructor_ae59e3185723532fd55ea3bc" }, { "instructor_uid": "instructor_1de87554970a7077b928cf97", "source": "madgrades", "source_instructor_id": "6016165", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOCELYN CAO", "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": 3.833, "graded": 66, "counts": [ 55, 7, 1, 1, 1, 1, 0 ], "sections": 4 }, "instructor_url": "/instructors/JOCELYN_CAO" }, { "instructor_uid": "instructor_ab5c2f7f792b6d08f159a875", "source": "madgrades", "source_instructor_id": "5858927", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HANNAH MONROE", "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": 3.67, "graded": 773, "counts": [ 509, 136, 74, 20, 22, 9, 3 ], "sections": 39 }, "instructor_url": "/instructors/HANNAH_MONROE--instructor_ab5c2f7f792b6d08f159a875" }, { "instructor_uid": "instructor_88b843ad05bd03aec0a7c72e", "source": "madgrades", "source_instructor_id": "6800374", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANNA LONG", "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": 3.862, "graded": 65, "counts": [ 55, 3, 6, 1, 0, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/ANNA_LONG--instructor_88b843ad05bd03aec0a7c72e" }, { "instructor_uid": "instructor_f7e8a42ce6f7c79899a6efcf", "source": "madgrades", "source_instructor_id": "604156", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KELLY MELLA", "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": 3.923, "graded": 272, "counts": [ 242, 19, 10, 1, 0, 0, 0 ], "sections": 15 }, "instructor_url": "/instructors/KELLY_MELLA--instructor_f7e8a42ce6f7c79899a6efcf" }, { "instructor_uid": "instructor_3f4063d1299b61415e10953d", "source": "enrollment", "source_instructor_id": "kmella", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kelly Mella", "email": "KMELLA@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/KELLY_MELLA" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "WILLIAM SEELY" ], "a": 14, "ab": 0, "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": 15, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "WILLIAM SEELY" ], "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": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "WILLIAM SEELY" ], "a": 17, "ab": 4, "b": 0, "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": 22, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "WILLIAM SEELY" ], "a": 10, "ab": 5, "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": 1, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "REGAN DOHM", "WILLIAM SEELY" ], "a": 4, "ab": 3, "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": 10, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "RYAN BOWER", "WILLIAM SEELY" ], "a": 17, "ab": 0, "b": 0, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Madeline Fisher" ], "a": 12, "ab": 2, "b": 0, "bc": 0, "c": 1, "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": 15, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Madeline Fisher" ], "a": 13, "ab": 6, "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": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Madeline Fisher", "RICHARD HEINRICH" ], "a": 14, "ab": 3, "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": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Madeline Fisher" ], "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": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "JOCELYN CAO", "Madeline Fisher" ], "a": 37, "ab": 1, "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": 38, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Madeline Fisher" ], "a": 28, "ab": 3, "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": 31, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "HANNAH MONROE" ], "a": 14, "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": 17, "source_aliases": [ "LSC 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 560", "course_uid": "course_92530a10f37b5a75ba13990b", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Anna Long", "Kelly Mella" ], "a": 32, "ab": 1, "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": 33, "source_aliases": [ "LSC 560" ] } ] ``` ### statistics #### gpa 3.908 #### graded 288 #### counts * 249 * 30 * 6 * 1 * 2 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_92530a10f37b5a75ba13990b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_92530a10f37b5a75ba13990b-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_92530a10f37b5a75ba13990b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_92530a10f37b5a75ba13990b-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_92530a10f37b5a75ba13990b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_92530a10f37b5a75ba13990b-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_92530a10f37b5a75ba13990b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_92530a10f37b5a75ba13990b-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.907986111111111 #### count 288 #### university ##### size 4535 ##### gpa Percentile 76 ##### count Percentile 70 ##### median Count 142 ##### 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 | 13 | false | | 2.8–3.2 | 308 | false | | 3.2–3.6 | 1220 | false | | 3.6–4.0 | 2994 | true | #### departments ```json [ { "subject": "LSC", "comparison": { "size": 25, "gpaPercentile": 88, "countPercentile": 58, "medianCount": 228, "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": 23, "current": true } ] } } ] ``` ### terms #### 1132 ##### term 1132 ##### gpa 3.933333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1142 ##### term 1142 ##### gpa 4 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1154 ##### term 1154 ##### gpa 3.840909090909091 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1164 ##### term 1164 ##### gpa 3.78125 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1174 ##### term 1174 ##### gpa 3.55 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1184 ##### term 1184 ##### gpa 3.888888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1194 ##### term 1194 ##### gpa 3.8 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1204 ##### term 1204 ##### gpa 3.8421052631578947 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1212 ##### term 1212 ##### gpa 3.911764705882353 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1222 ##### term 1222 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1232 ##### term 1232 ##### gpa 3.986842105263158 ##### count 38 ##### university ###### size 1216 ###### gpa Percentile 94 ###### count Percentile 17 ###### 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 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1242 ##### term 1242 ##### gpa 3.9516129032258065 ##### count 31 ##### university ###### size 1295 ###### gpa Percentile 89 ###### count Percentile 4 ###### median Count 67 ###### 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 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "LSC", "comparison": { "size": 11, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 72, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.8823529411764706 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1262 ##### term 1262 ##### gpa 3.984848484848485 ##### count 33 ##### university ###### size 1320 ###### gpa Percentile 93 ###### count Percentile 7 ###### 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": "LSC", "comparison": { "size": 11, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 67, "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": 9, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4535 ###### gpa 3.6742209514146364 ###### top Share 82.75138684656365 ###### count 142 ##### LSC ###### size 25 ###### gpa 3.741362897829451 ###### top Share 87.3879168146299 ###### count 228 #### terms ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 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 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### LSC ###### size 11 ###### gpa 3.7720593403694496 ###### top Share 90.50006744717578 ###### count 72 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### LSC ###### size 11 ###### gpa 3.794175315660777 ###### top Share 91.3976018189471 ###### count 67 ## instructor Trends ```json [ { "uid": "instructor_08980918c0e08420a0182895", "name": "MADELINE FISHER", "count": 138, "terms": [ { "term": "1194", "count": 15, "sections": 1, "gpa": 3.8 }, { "term": "1204", "count": 19, "sections": 1, "gpa": 3.8421052631578947 }, { "term": "1212", "count": 17, "sections": 1, "gpa": 3.911764705882353 }, { "term": "1222", "count": 18, "sections": 1, "gpa": 4 }, { "term": "1232", "count": 38, "sections": 2, "gpa": 3.986842105263158 }, { "term": "1242", "count": 31, "sections": 2, "gpa": 3.9516129032258065 } ] }, { "uid": "instructor_044c14fb3451985e6c91aa62", "name": "WILLIAM SEELY", "count": 100, "terms": [ { "term": "1132", "count": 15, "sections": 1, "gpa": 3.933333333333333 }, { "term": "1142", "count": 19, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 22, "sections": 1, "gpa": 3.840909090909091 }, { "term": "1164", "count": 16, "sections": 1, "gpa": 3.78125 }, { "term": "1174", "count": 10, "sections": 1, "gpa": 3.55 }, { "term": "1184", "count": 18, "sections": 1, "gpa": 3.888888888888889 } ] }, { "uid": "instructor_1de87554970a7077b928cf97", "name": "JOCELYN CAO", "count": 38, "terms": [ { "term": "1232", "count": 38, "sections": 2, "gpa": 3.986842105263158 } ] }, { "uid": "instructor_88b843ad05bd03aec0a7c72e", "name": "ANNA LONG", "count": 33, "terms": [ { "term": "1262", "count": 33, "sections": 2, "gpa": 3.984848484848485 } ] }, { "uid": "instructor_f7e8a42ce6f7c79899a6efcf", "name": "KELLY MELLA", "count": 33, "terms": [ { "term": "1262", "count": 33, "sections": 2, "gpa": 3.984848484848485 } ] }, { "uid": "instructor_39182d29348a44cb7d41986e", "name": "RYAN BOWER", "count": 18, "terms": [ { "term": "1184", "count": 18, "sections": 1, "gpa": 3.888888888888889 } ] }, { "uid": "instructor_ab5c2f7f792b6d08f159a875", "name": "HANNAH MONROE", "count": 17, "terms": [ { "term": "1252", "count": 17, "sections": 1, "gpa": 3.8823529411764706 } ] }, { "uid": "instructor_ae59e3185723532fd55ea3bc", "name": "RICHARD HEINRICH", "count": 17, "terms": [ { "term": "1212", "count": 17, "sections": 1, "gpa": 3.911764705882353 } ] }, { "uid": "instructor_c09f008151eaf56f700346db", "name": "REGAN DOHM", "count": 10, "terms": [ { "term": "1174", "count": 10, "sections": 1, "gpa": 3.55 } ] } ] ``` ## following None recorded.