# INTER-LS 107: First-year Seminar in the Social Sciences and Natural Sciences | UW–Madison [View on UW Courses](https://uwcourses.com/courses/INTER-LS_107) ## 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 176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872 ### course id INTER-LS 107 ### course uid course\_badf676743eeb04da2664094 ### catalog version id ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b ### course number 107 ### subjects * INTER-LS ### title FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES ### description Interdisciplinary topics in the social and natural sciences for first-year students. ### requirements text None ### credits min 3 ### credits max 3 ### credit offering ids * 1272:502:021906 * 1272:502:021906.3 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id f3635975c870bfe940bbfc673afa2f9ebea74556b978933933c95c9b988a71b9 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary A first-year seminar exploring interdisciplinary topics in the social and natural sciences. ### llm topics * Interdisciplinary topics in the social and natural sciences ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * first-year seminar * interdisciplinary social sciences * natural sciences introduction * first-year students ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 6b4fb31b544f11205b7dbface3fa2dbc3df19daefc8d12b0ab9bbffc7a9df069 #### course id INTER-LS 107 #### current instructors ```json [ { "instructor_uid": "instructor_e05002e7db05d9693aee7498", "message": null, "name": "Robert Mathieu", "review_status": "supported", "rmp_instructor_id": "rmp:2409895", "summary": [ { "citations": [ { "instructor_name": "Robert Mathieu", "review_date": "2025-12-25 16:49:28 +0000 UTC", "review_id": "b22ad6fda9cc96b5caecd6c6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyMzk2OTQy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" } ], "text": "Robert Mathieu is described as very belittling and accused of holding sexist views about women in astronomy, with one reviewer advising to avoid the course entirely." }, { "citations": [ { "instructor_name": "Robert Mathieu", "review_date": "2026-01-11 22:28:15 +0000 UTC", "review_id": "6942ba5c1fa3ee83243d2b94", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyNDc2NjIy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" } ], "text": "Another reviewer found him nice and the class interesting for understanding astronomy, though they noted the reading material was not enjoyable and suggested the FIG is unnecessary for astronomy majors." }, { "citations": [ { "course_id": "INTER-LS 107", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3b31c0cf-87e3-340c-a10a-357ffba122da", "source_record": { "entity_id": "3b31c0cf-87e3-340c-a10a-357ffba122da", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.41 GPA, 68.8% A/AB (n=16 letter grades)." } ] } ] ``` #### difficulty workload Reviewers note the reading material is complex for freshmen, specifically citing 'The Structure of Scientific Revolutions' as not fun. ```json { "citations": [ { "instructor_name": "Robert Mathieu", "review_date": "2025-12-25 16:49:28 +0000 UTC", "review_id": "b22ad6fda9cc96b5caecd6c6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyMzk2OTQy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" }, { "instructor_name": "Robert Mathieu", "review_date": "2026-01-11 22:28:15 +0000 UTC", "review_id": "6942ba5c1fa3ee83243d2b94", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyNDc2NjIy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Reviews of Robert Mathieu's INTER-LS 107 are sharply divided, with one student calling the course belittling and another finding it interesting and nice. ```json { "citations": [ { "instructor_name": "Robert Mathieu", "review_date": "2025-12-25 16:49:28 +0000 UTC", "review_id": "b22ad6fda9cc96b5caecd6c6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyMzk2OTQy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" }, { "instructor_name": "Robert Mathieu", "review_date": "2026-01-11 22:28:15 +0000 UTC", "review_id": "6942ba5c1fa3ee83243d2b94", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyNDc2NjIy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.85 GPA, 88.2% A/AB (n=17 letter grades); Fall 2024: 3.83 GPA, 88.9% A/AB (n=18 letter grades); Fall 2025: 3.41 GPA, 68.8% A/AB (n=16 letter grades). ```json { "citations": [ { "course_id": "INTER-LS 107", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3b31c0cf-87e3-340c-a10a-357ffba122da", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "INTER-LS 107", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3b31c0cf-87e3-340c-a10a-357ffba122da", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "INTER-LS 107", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3b31c0cf-87e3-340c-a10a-357ffba122da", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students disagree on the value; one advises avoiding the FIG entirely, while another suggests it helps make sense of astronomy but is not suitable for majors. ```json { "citations": [ { "instructor_name": "Robert Mathieu", "review_date": "2025-12-25 16:49:28 +0000 UTC", "review_id": "b22ad6fda9cc96b5caecd6c6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyMzk2OTQy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" }, { "instructor_name": "Robert Mathieu", "review_date": "2026-01-11 22:28:15 +0000 UTC", "review_id": "6942ba5c1fa3ee83243d2b94", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2409895", "source_review_id": "UmF0aW5nLTQyNDc2NjIy", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ROBERT MATHIEU is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "INTER-LS 107", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3b31c0cf-87e3-340c-a10a-357ffba122da", "source_record": { "entity_id": "3b31c0cf-87e3-340c-a10a-357ffba122da", "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_e05002e7db05d9693aee7498", "source": "enrollment", "source_instructor_id": "rmathieu", "identity_basis": "netid", "identity_status": "source_identified", "name": "Robert Mathieu", "email": "MATHIEU@ASTRO.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": 12, "quality": 3.75, "difficulty": 2.92, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:2409895", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:34.820958+00:00", "courses": { "course_823245b47a5a05892191de77": { "review_count": 4, "quality": 2.5, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 }, "course_badf676743eeb04da2664094": { "review_count": 2, "quality": 2.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_db18d13a3f89cbd262519174": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.693553614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ROBERT_MATHIEU" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:502:021906", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1272", "source_course_id": "021906", "source_subject_id": "502", "title": "First-Year Seminar in the Social Sciences and Natural Sciences", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring, Summer" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:502:021906.3", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1272", "source_course_id": "021906.3", "source_subject_id": "502", "title": "How Astronomy Shapes Worldview", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring, Summer" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:20345", "term_id": "1272", "source_section_id": "20345", "identity_basis": "class_number", "section_number": "001", "section_type": "SEM", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 11, "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_a40e65ac3c8b0f7345ba42c5", "source": "madgrades", "source_instructor_id": "2601429", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HERBERT WANG", "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": 3.335, "graded": 662, "counts": [ 250, 175, 124, 57, 31, 19, 6 ], "sections": 51 }, "instructor_url": "/instructors/HERBERT_WANG" }, { "instructor_uid": "instructor_5f19de7656ceb74706c71565", "source": "madgrades", "source_instructor_id": "3643052", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TRACEY HOLLOWAY", "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": 7, "quality": 4.57, "difficulty": 3.14, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1855026", "source_url": "https://www.ratemyprofessors.com/professor/1855026", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:17.534326+00:00", "courses": { "course_fd5fca1595288ddb46c25680": { "review_count": 2, "quality": 5, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.8956931729974786, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.609, "graded": 897, "counts": [ 511, 204, 120, 26, 23, 8, 5 ], "sections": 194 }, "instructor_url": "/instructors/TRACEY_HOLLOWAY--instructor_5f19de7656ceb74706c71565" }, { "instructor_uid": "instructor_01619b057ce5ad3b7cc989a8", "source": "madgrades", "source_instructor_id": "839802", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES MARION LATTIS", "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": 3.172, "graded": 481, "counts": [ 148, 106, 88, 85, 39, 8, 7 ], "sections": 9 }, "instructor_url": "/instructors/JAMES_MARION_LATTIS" }, { "instructor_uid": "instructor_37cf55006972ea2234b4c7f6", "source": "madgrades", "source_instructor_id": "2600649", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT MATHIEU", "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": 12, "quality": 3.75, "difficulty": 2.92, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:2409895", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:34.820958+00:00", "courses": { "course_823245b47a5a05892191de77": { "review_count": 4, "quality": 2.5, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 }, "course_badf676743eeb04da2664094": { "review_count": 2, "quality": 2.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_db18d13a3f89cbd262519174": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.693553614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.172, "graded": 517, "counts": [ 212, 45, 123, 35, 81, 16, 5 ], "sections": 70 }, "instructor_url": "/instructors/ROBERT_MATHIEU--instructor_37cf55006972ea2234b4c7f6" }, { "instructor_uid": "instructor_e05002e7db05d9693aee7498", "source": "enrollment", "source_instructor_id": "rmathieu", "identity_basis": "netid", "identity_status": "source_identified", "name": "Robert Mathieu", "email": "MATHIEU@ASTRO.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": 12, "quality": 3.75, "difficulty": 2.92, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:2409895", "source_url": "https://www.ratemyprofessors.com/professor/2409895", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:34.820958+00:00", "courses": { "course_823245b47a5a05892191de77": { "review_count": 4, "quality": 2.5, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 }, "course_badf676743eeb04da2664094": { "review_count": 2, "quality": 2.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_db18d13a3f89cbd262519174": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.693553614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ROBERT_MATHIEU" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "HERBERT WANG" ], "a": 10, "ab": 6, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "HERBERT WANG" ], "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": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "HERBERT WANG" ], "a": 12, "ab": 7, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Tracey Holloway" ], "a": 12, "ab": 2, "b": 4, "bc": 1, "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": 20, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "JAMES MARION LATTIS" ], "a": 9, "ab": 5, "b": 0, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "JAMES MARION LATTIS" ], "a": 8, "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": 10, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "JAMES MARION LATTIS" ], "a": 15, "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": 16, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "JAMES MARION LATTIS" ], "a": 12, "ab": 1, "b": 0, "bc": 2, "c": 0, "d": 0, "f": 1, "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": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "JAMES MARION LATTIS" ], "a": 15, "ab": 0, "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": 17, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "JAMES MARION LATTIS" ], "a": 16, "ab": 0, "b": 1, "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": 18, "source_aliases": [ "INTER-LS 107" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INTER-LS 107", "course_uid": "course_badf676743eeb04da2664094", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Robert Mathieu" ], "a": 8, "ab": 3, "b": 3, "bc": 0, "c": 1, "d": 1, "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": [ "INTER-LS 107" ] } ] ``` ### statistics #### gpa 3.742 #### graded 184 #### counts * 135 * 26 * 12 * 5 * 4 * 1 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_badf676743eeb04da2664094-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_badf676743eeb04da2664094-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_badf676743eeb04da2664094-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_badf676743eeb04da2664094-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_badf676743eeb04da2664094-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_badf676743eeb04da2664094-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_badf676743eeb04da2664094-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_badf676743eeb04da2664094-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_badf676743eeb04da2664094-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_badf676743eeb04da2664094-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7418478260869565 #### count 184 #### university ##### size 3910 ##### gpa Percentile 53 ##### count Percentile 59 ##### median Count 135 ##### 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 | 308 | false | | 3.2–3.6 | 1088 | false | | 3.6–4.0 | 2498 | true | #### departments ```json [ { "subject": "INTER-LS", "comparison": { "size": 14, "gpaPercentile": 31, "countPercentile": 15, "medianCount": 303.5, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` ### terms #### 1122 ##### term 1122 ##### gpa 3.7222222222222223 ##### count 18 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1142 ##### term 1142 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1152 ##### term 1152 ##### gpa 3.8157894736842106 ##### count 19 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1174 ##### term 1174 ##### gpa 3.575 ##### count 20 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1202 ##### term 1202 ##### gpa 3.625 ##### count 16 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1212 ##### term 1212 ##### gpa 3.85 ##### count 10 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1222 ##### term 1222 ##### gpa 3.96875 ##### count 16 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1232 ##### term 1232 ##### gpa 3.53125 ##### count 16 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1242 ##### term 1242 ##### gpa 3.8529411764705883 ##### count 17 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1252 ##### term 1252 ##### gpa 3.8333333333333335 ##### count 18 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | #### 1262 ##### term 1262 ##### gpa 3.40625 ##### count 16 ##### departments | subject | comparison | | -------- | ---------- | | INTER-LS | | ### benchmarks #### all ##### school ###### size 3910 ###### gpa 3.6581533171000205 ###### top Share 81.79969389024835 ###### count 135 ##### INTER-LS ###### size 14 ###### gpa 3.809644208769208 ###### top Share 91.52866343629991 ###### count 303.5 #### terms ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 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 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_01619b057ce5ad3b7cc989a8", "name": "JAMES MARION LATTIS", "count": 93, "terms": [ { "term": "1202", "count": 16, "sections": 1, "gpa": 3.625 }, { "term": "1212", "count": 10, "sections": 1, "gpa": 3.85 }, { "term": "1222", "count": 16, "sections": 1, "gpa": 3.96875 }, { "term": "1232", "count": 16, "sections": 1, "gpa": 3.53125 }, { "term": "1242", "count": 17, "sections": 1, "gpa": 3.8529411764705883 }, { "term": "1252", "count": 18, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_a40e65ac3c8b0f7345ba42c5", "name": "HERBERT WANG", "count": 55, "terms": [ { "term": "1122", "count": 18, "sections": 1, "gpa": 3.7222222222222223 }, { "term": "1142", "count": 18, "sections": 1, "gpa": 4 }, { "term": "1152", "count": 19, "sections": 1, "gpa": 3.8157894736842106 } ] }, { "uid": "instructor_5f19de7656ceb74706c71565", "name": "TRACEY HOLLOWAY", "count": 20, "terms": [ { "term": "1174", "count": 20, "sections": 1, "gpa": 3.575 } ] }, { "uid": "instructor_37cf55006972ea2234b4c7f6", "name": "ROBERT MATHIEU", "count": 16, "terms": [ { "term": "1262", "count": 16, "sections": 1, "gpa": 3.40625 } ] } ] ``` ## following None recorded.