[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"144446d860c36807a9d10c8fb44c6717c20df00f3097fefba5a0df1888149911","record_version_id":"d9d24b1871a618101604ae5494581c4798640e1283a7d16af18edaacabd2e79c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b5db42f6050264fb3152942eadc0f5b846d0ba37dfd0baa86e2c95d4c8a7c2b9","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\",\"r3\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551), graduate/professional standing, or declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"c541\",\"c551\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551)\",\"id\":\"r1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"r2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"course\":null,\"evidence\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"r3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":541,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 541\",\"id\":\"c541\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":551,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"551\",\"id\":\"c551\",\"kind\":\"course\"}],\"notes\":[\"Source text 'MATH 541and551' lacks space between course number and subject; interpreted as MATH 541 AND MATH 551 based on linked courses and standard formatting.\"],\"root\":\"root\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"144446d860c36807a9d10c8fb44c6717c20df00f3097fefba5a0df1888149911","record_version_id":"d9d24b1871a618101604ae5494581c4798640e1283a7d16af18edaacabd2e79c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b5db42f6050264fb3152942eadc0f5b846d0ba37dfd0baa86e2c95d4c8a7c2b9","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Prove or disprove statements related to the above definitions, properties, and theorems using techniques of mathematical argument (direct methods, indirect methods, constructing examples and counterexamples etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"label\":\"mathematical-reasoning\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Convey arguments using English and appropriate mathematical terminology, notation and grammar.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"Introduction to algebraic topology\",\"geometric aspects of algebraic topology\",\"two-dimensional manifolds\",\"fundamental group\",\"covering spaces\",\"simplicial homology theory\",\"Euler-Poincare formula\",\"homotopy classes of mappings\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Recall and state the formal definitions of the mathematical objects and their properties used in algebraic topology (e.g., covering spaces, universal covering spaces, fundamental group, CW-complexes, closed oriented surfaces, homology, euler characteristic, etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Recall and state formal definitions of mathematical objects in algebraic topology.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use such definitions to argue that a mathematical object does or does not have the condition of being a particular type or having a particular property (e.g., a set is simply connected, two sets are homotopic, etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Argue whether mathematical objects possess specific types or properties.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Recall and state the standard theorems of algebraic topology (e.g., the classification of closed oriented surfaces, etc.), and recall the arguments for these theorems and the underlying logic of their proofs.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Recall standard theorems and the logic of their proofs.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Use such theorems in the context of longer arguments by examining their premises.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Apply theorems within longer arguments by examining premises.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Prove or disprove statements related to the above definitions, properties, and theorems using techniques of mathematical argument (direct methods, indirect methods, constructing examples and counterexamples etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Prove or disprove statements using direct and indirect methods.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Convey arguments using English and appropriate mathematical terminology, notation and grammar.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Convey arguments using appropriate mathematical terminology and notation.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Identify applications of course content in current areas of research.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Identify applications of course content in current research.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ALGEBRAIC TOPOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Introduction to algebraic topology. Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Introduction to algebraic topology emphasizing geometric aspects: two-dimensional manifolds, fundamental group, covering spaces, simplicial homology, Euler-Poincare formula, and homotopy classes.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Geometric aspects of algebraic topology.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"two-dimensional manifolds\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Two-dimensional manifolds.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"the fundamental group\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Fundamental group.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"covering spaces\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Covering spaces.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"basic simplicial homology theory\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Basic simplicial homology theory.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"the Euler-Poincare formula\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Euler-Poincare formula.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"homotopy classes of mappings\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Homotopy classes of mappings.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"144446d860c36807a9d10c8fb44c6717c20df00f3097fefba5a0df1888149911","record_version_id":"d9d24b1871a618101604ae5494581c4798640e1283a7d16af18edaacabd2e79c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b5db42f6050264fb3152942eadc0f5b846d0ba37dfd0baa86e2c95d4c8a7c2b9","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"144446d860c36807a9d10c8fb44c6717c20df00f3097fefba5a0df1888149911","record_version_id":"d9d24b1871a618101604ae5494581c4798640e1283a7d16af18edaacabd2e79c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b5db42f6050264fb3152942eadc0f5b846d0ba37dfd0baa86e2c95d4c8a7c2b9","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e9a1a966821785007ee2faee21e8f0b6f5c461b1b8f795d105080697a5ebd8f3\",\"course_id\":\"MATH 552\",\"current_instructors\":[{\"instructor_uid\":\"instructor_69acb171a76312d72eccbbdd\",\"message\":\"No course-specific reviews available\",\"name\":\"Tullia Dymarz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1653279\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 552\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.68 GPA, 90.9% A/AB (n=11 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 552\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 552\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 552\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.57 GPA, 78.6% A/AB (n=14 letter grades); Spring 2025: 3.57 GPA, 71.4% A/AB (n=21 letter grades); Spring 2026: 3.54 GPA, 92.3% A/AB (n=13 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 552\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"TULLIA DYMARZ is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de136166156dfa2b9c3a4e1e572b7e9671c8b0c5daa2ba262ce1d6ec6c6e14d4","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551), graduate/professional standing, or declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":541,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 541\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":551,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"551\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"course\":null,\"evidence\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de136166156dfa2b9c3a4e1e572b7e9671c8b0c5daa2ba262ce1d6ec6c6e14d4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"},{\"course_id\":\"MATH 551\",\"field\":\"description\",\"quote\":\"Topological spaces, connectedness, compactness, separation axioms, metric spaces.\"}],\"text\":\"Foundational knowledge in abstract algebra and point-set topology.\"}],\"search_phrases\":[\"algebraic topology introduction\",\"fundamental group covering spaces\",\"simplicial homology Euler-Poincare\",\"MATH 552 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\"}],\"text\":\"Understanding geometric aspects of algebraic topology, including fundamental groups, covering spaces, and simplicial homology.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ALGEBRAIC TOPOLOGY\"},{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Introduction to algebraic topology. Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\"}],\"text\":\"Introduction to algebraic topology with an emphasis on geometric aspects, fundamental groups, covering spaces, and simplicial homology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings\"}],\"text\":\"Two-dimensional manifolds and fundamental groups\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"covering spaces\"}],\"text\":\"Covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"basic simplicial homology theory, the Euler-Poincare formula\"}],\"text\":\"Simplicial homology and the Euler-Poincare formula\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"homotopy classes of mappings\"}],\"text\":\"Homotopy classes of mappings\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de136166156dfa2b9c3a4e1e572b7e9671c8b0c5daa2ba262ce1d6ec6c6e14d4","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e3d30c12181ee5dfcb5506d9c5f157245ff503bcca66b086dfe45b6f4e3742bc","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551), graduate/professional standing, or declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":541,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 541\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":551,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"551\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"course\":null,\"evidence\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e3d30c12181ee5dfcb5506d9c5f157245ff503bcca66b086dfe45b6f4e3742bc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"},{\"course_id\":\"MATH 551\",\"field\":\"description\",\"quote\":\"Topological spaces, connectedness, compactness, separation axioms, metric spaces.\"}],\"text\":\"Foundational knowledge in abstract algebra and point-set topology.\"}],\"search_phrases\":[\"algebraic topology introduction\",\"fundamental group covering spaces\",\"simplicial homology Euler-Poincare\",\"MATH 552 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\"}],\"text\":\"Understanding geometric aspects of algebraic topology, including fundamental groups, covering spaces, and simplicial homology.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ALGEBRAIC TOPOLOGY\"},{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Introduction to algebraic topology. Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\"}],\"text\":\"Introduction to algebraic topology with an emphasis on geometric aspects, fundamental groups, covering spaces, and simplicial homology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings\"}],\"text\":\"Two-dimensional manifolds and fundamental groups\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"covering spaces\"}],\"text\":\"Covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"basic simplicial homology theory, the Euler-Poincare formula\"}],\"text\":\"Simplicial homology and the Euler-Poincare formula\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"homotopy classes of mappings\"}],\"text\":\"Homotopy classes of mappings\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e3d30c12181ee5dfcb5506d9c5f157245ff503bcca66b086dfe45b6f4e3742bc","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"144446d860c36807a9d10c8fb44c6717c20df00f3097fefba5a0df1888149911","record_version_id":"d9d24b1871a618101604ae5494581c4798640e1283a7d16af18edaacabd2e79c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d850e0a8d8b59a36a4b173213c3ace81d3ab931140e4e6d9133ab0c5fbb9c45f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\",\"r3\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551), graduate/professional standing, or declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"c541\",\"c551\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551)\",\"id\":\"r1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"r2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"course\":null,\"evidence\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"r3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":541,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 541\",\"id\":\"c541\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":551,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"551\",\"id\":\"c551\",\"kind\":\"course\"}],\"notes\":[\"Source text 'MATH 541and551' lacks space between course number and subject; interpreted as MATH 541 AND MATH 551 based on linked courses and standard formatting.\"],\"root\":\"root\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"144446d860c36807a9d10c8fb44c6717c20df00f3097fefba5a0df1888149911","record_version_id":"d9d24b1871a618101604ae5494581c4798640e1283a7d16af18edaacabd2e79c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d850e0a8d8b59a36a4b173213c3ace81d3ab931140e4e6d9133ab0c5fbb9c45f","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Prove or disprove statements related to the above definitions, properties, and theorems using techniques of mathematical argument (direct methods, indirect methods, constructing examples and counterexamples etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"label\":\"mathematical-reasoning\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Convey arguments using English and appropriate mathematical terminology, notation and grammar.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"Introduction to algebraic topology\",\"geometric aspects of algebraic topology\",\"two-dimensional manifolds\",\"fundamental group\",\"covering spaces\",\"simplicial homology theory\",\"Euler-Poincare formula\",\"homotopy classes of mappings\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Recall and state the formal definitions of the mathematical objects and their properties used in algebraic topology (e.g., covering spaces, universal covering spaces, fundamental group, CW-complexes, closed oriented surfaces, homology, euler characteristic, etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Recall and state formal definitions of mathematical objects in algebraic topology.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use such definitions to argue that a mathematical object does or does not have the condition of being a particular type or having a particular property (e.g., a set is simply connected, two sets are homotopic, etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Argue whether mathematical objects possess specific types or properties.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Recall and state the standard theorems of algebraic topology (e.g., the classification of closed oriented surfaces, etc.), and recall the arguments for these theorems and the underlying logic of their proofs.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Recall standard theorems and the logic of their proofs.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Use such theorems in the context of longer arguments by examining their premises.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Apply theorems within longer arguments by examining premises.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Prove or disprove statements related to the above definitions, properties, and theorems using techniques of mathematical argument (direct methods, indirect methods, constructing examples and counterexamples etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Prove or disprove statements using direct and indirect methods.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Convey arguments using English and appropriate mathematical terminology, notation and grammar.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Convey arguments using appropriate mathematical terminology and notation.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Identify applications of course content in current areas of research.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Identify applications of course content in current research.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ALGEBRAIC TOPOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Introduction to algebraic topology. Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Introduction to algebraic topology emphasizing geometric aspects: two-dimensional manifolds, fundamental group, covering spaces, simplicial homology, Euler-Poincare formula, and homotopy classes.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Geometric aspects of algebraic topology.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"two-dimensional manifolds\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Two-dimensional manifolds.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"the fundamental group\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Fundamental group.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"covering spaces\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Covering spaces.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"basic simplicial homology theory\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Basic simplicial homology theory.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"the Euler-Poincare formula\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Euler-Poincare formula.\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"homotopy classes of mappings\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Homotopy classes of mappings.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"144446d860c36807a9d10c8fb44c6717c20df00f3097fefba5a0df1888149911","record_version_id":"d9d24b1871a618101604ae5494581c4798640e1283a7d16af18edaacabd2e79c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d850e0a8d8b59a36a4b173213c3ace81d3ab931140e4e6d9133ab0c5fbb9c45f","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7bdff7e003458c6df6645776507b8cb932b530cc00c14c7186fd4dc73ddf49b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551), graduate/professional standing, or declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 541and551)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":541,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 541\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":551,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"551\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"course\":null,\"evidence\":\"declared in Mathematics VISP (undergraduate or graduate)\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7bdff7e003458c6df6645776507b8cb932b530cc00c14c7186fd4dc73ddf49b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"},{\"course_id\":\"MATH 551\",\"field\":\"description\",\"quote\":\"Topological spaces, connectedness, compactness, separation axioms, metric spaces.\"}],\"text\":\"Foundational knowledge in abstract algebra and point-set topology.\"}],\"search_phrases\":[\"algebraic topology introduction\",\"fundamental group covering spaces\",\"simplicial homology Euler-Poincare\",\"MATH 552 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\"}],\"text\":\"Understanding geometric aspects of algebraic topology, including fundamental groups, covering spaces, and simplicial homology.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ALGEBRAIC TOPOLOGY\"},{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"Introduction to algebraic topology. Emphasis on geometric aspects, including two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings.\"}],\"text\":\"Introduction to algebraic topology with an emphasis on geometric aspects, fundamental groups, covering spaces, and simplicial homology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"two-dimensional manifolds, the fundamental group, covering spaces, basic simplicial homology theory, the Euler-Poincare formula, and homotopy classes of mappings\"}],\"text\":\"Two-dimensional manifolds and fundamental groups\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"covering spaces\"}],\"text\":\"Covering spaces\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"basic simplicial homology theory, the Euler-Poincare formula\"}],\"text\":\"Simplicial homology and the Euler-Poincare formula\"},{\"evidence\":[{\"course_id\":\"MATH 552\",\"field\":\"description\",\"quote\":\"homotopy classes of mappings\"}],\"text\":\"Homotopy classes of mappings\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7bdff7e003458c6df6645776507b8cb932b530cc00c14c7186fd4dc73ddf49b","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f3a8939677c7077ccc5559d5","course_id":"MATH 552","catalog_version_id":"bef9855c09e31b79e20d43e19f626821482f1f5a0db1d085d5f534c772b89b44","record_version_id":"464276f0b13ea5064f6a34469328679f5a687878fb30688eef5322c939f3e59f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7bdff7e003458c6df6645776507b8cb932b530cc00c14c7186fd4dc73ddf49b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3f43dcd064150747ff5dcaa099ef78d212f51efa82dece40914ea662232538bc\",\"course_id\":\"MATH 552\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 552\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 552\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 552\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"16c279f1-ec27-3d05-b7f1-b4b72f0632c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.57 GPA, 78.6% A/AB (n=14 letter grades); Spring 2025: 3.57 GPA, 71.4% A/AB (n=21 letter grades); Spring 2026: 3.54 GPA, 92.3% A/AB (n=13 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]