[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"1e1b98100050629a6d3d2549b3b200f844e07bd3333806778448c48edb88876c","record_version_id":"d654de6ec1109eeda4d0d95fc3aa8c4304c98aada35f4fb675319422bbe02388","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cd7814066146da34c9d056175a075ae50fc75e3afbaf36d7c9489ca25b877d6f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CBE 430, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":430,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"CBE 430\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"Interpreted the comma-separated list as alternatives because the source uses 'or' before the final item.\"],\"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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"1e1b98100050629a6d3d2549b3b200f844e07bd3333806778448c48edb88876c","record_version_id":"d654de6ec1109eeda4d0d95fc3aa8c4304c98aada35f4fb675319422bbe02388","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cd7814066146da34c9d056175a075ae50fc75e3afbaf36d7c9489ca25b877d6f","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"requirements_text\",\"quote\":\"CBE 430, graduate/professional standing, or member of Engineering Guest Students\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"CBE 430 content or equivalent preparation\"}],\"search_phrases\":[\"Heterogeneous catalysis principles and applications\",\"catalytic phenomena\",\"reactor design extensions\",\"catalyst characterization methods\",\"current problems in catalysis\",\"chemical and biomolecular engineering catalysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe catalytic phenomena\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Describing catalytic phenomena\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe catalytic design\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Describing catalytic design\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Explain methods of catalyst characterization\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Explaining methods of catalyst characterization\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"title\",\"quote\":\"HETEROGENEOUS CATALYSIS: PRINCIPLES AND APPLICATIONS\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"},{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization. Examples will be drawn from current problems in catalysis.\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Heterogeneous Catalysis: Principles and Applications discusses catalytic phenomena, extends to reactor design and catalyst characterization, and uses examples from current problems in catalysis.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Catalytic phenomena\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"with extensions to reactor design and catalyst characterization\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Reactor design\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"and catalyst characterization\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Catalyst characterization\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Examples will be drawn from current problems in catalysis.\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Current problems in catalysis\"}]}","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"1e1b98100050629a6d3d2549b3b200f844e07bd3333806778448c48edb88876c","record_version_id":"d654de6ec1109eeda4d0d95fc3aa8c4304c98aada35f4fb675319422bbe02388","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cd7814066146da34c9d056175a075ae50fc75e3afbaf36d7c9489ca25b877d6f","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"1e1b98100050629a6d3d2549b3b200f844e07bd3333806778448c48edb88876c","record_version_id":"d654de6ec1109eeda4d0d95fc3aa8c4304c98aada35f4fb675319422bbe02388","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cd7814066146da34c9d056175a075ae50fc75e3afbaf36d7c9489ca25b877d6f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"01dbe3b9c22b359dc33154b7cda2bc4a47554c35da3635f31c38ebfd8842f8d9\",\"course_id\":\"CBE 535\",\"current_instructors\":[{\"instructor_uid\":\"instructor_74dfe4561fa939926a1c93b9\",\"message\":\"No course-specific reviews available\",\"name\":\"Siddarth Krishna\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2974236\",\"summary\":[{\"citations\":[{\"course_id\":\"CBE 535\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CBE 535\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.79 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 3.60 GPA, 80.0% A/AB (n=10 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CBE 535\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CBE 535\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CBE 535\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.94 GPA, 100.0% A/AB (n=8 letter grades); Spring 2024: 3.79 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 3.60 GPA, 80.0% A/AB (n=10 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CBE 535\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CBE 535\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SIDDARTH KRISHNA is recorded teaching in Spring 2024, Spring 2026. 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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"23c0954d80c46c4652b9ba44bf7ece57b6b4b81844d2417912835ed4500d48b1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CBE 430, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":430,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"CBE 430\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"23c0954d80c46c4652b9ba44bf7ece57b6b4b81844d2417912835ed4500d48b1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 430\",\"field\":\"description\",\"quote\":\"Analysis and interpretation of kinetic data and catalytic phenomena; application of basic engineering principles to chemical reactor design.\"}],\"text\":\"Chemical kinetics, reactor design, and catalytic phenomena analysis\"}],\"search_phrases\":[\"heterogeneous catalysis principles\",\"catalyst characterization reactor design\",\"CBE 535 catalytic phenomena\",\"chemical kinetics reactor design applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\"}],\"text\":\"Understanding catalytic phenomena and reactor design extensions\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Examples will be drawn from current problems in catalysis.\"}],\"text\":\"Applying catalysis principles to current industrial problems\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"title\",\"quote\":\"HETEROGENEOUS CATALYSIS: PRINCIPLES AND APPLICATIONS\"},{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\"}],\"text\":\"CBE 535 covers heterogeneous catalysis principles, reactor design, and catalyst characterization using current industry examples.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"catalytic phenomena\"}],\"text\":\"Catalytic phenomena\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"reactor design\"}],\"text\":\"Reactor design\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"catalyst characterization\"}],\"text\":\"Catalyst characterization\"}]}","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"23c0954d80c46c4652b9ba44bf7ece57b6b4b81844d2417912835ed4500d48b1","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"16e29e1f6bcbd2d1ac703d18e1945182226e6154431c1751089c5e4b1aadfc2f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CBE 430, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":430,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"CBE 430\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"16e29e1f6bcbd2d1ac703d18e1945182226e6154431c1751089c5e4b1aadfc2f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 430\",\"field\":\"description\",\"quote\":\"Analysis and interpretation of kinetic data and catalytic phenomena; application of basic engineering principles to chemical reactor design.\"}],\"text\":\"Chemical kinetics, reactor design, and catalytic phenomena analysis\"}],\"search_phrases\":[\"heterogeneous catalysis principles\",\"catalyst characterization reactor design\",\"CBE 535 catalytic phenomena\",\"chemical kinetics reactor design applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\"}],\"text\":\"Understanding catalytic phenomena and reactor design extensions\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Examples will be drawn from current problems in catalysis.\"}],\"text\":\"Applying catalysis principles to current industrial problems\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"title\",\"quote\":\"HETEROGENEOUS CATALYSIS: PRINCIPLES AND APPLICATIONS\"},{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\"}],\"text\":\"CBE 535 covers heterogeneous catalysis principles, reactor design, and catalyst characterization using current industry examples.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"catalytic phenomena\"}],\"text\":\"Catalytic phenomena\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"reactor design\"}],\"text\":\"Reactor design\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"catalyst characterization\"}],\"text\":\"Catalyst characterization\"}]}","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"16e29e1f6bcbd2d1ac703d18e1945182226e6154431c1751089c5e4b1aadfc2f","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"1e1b98100050629a6d3d2549b3b200f844e07bd3333806778448c48edb88876c","record_version_id":"d654de6ec1109eeda4d0d95fc3aa8c4304c98aada35f4fb675319422bbe02388","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bd7d80a79681a8a659fc06e5a78a62d48e008970b92740000da0f4db06a9cead","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CBE 430, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":430,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"CBE 430\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"Interpreted the comma-separated list as alternatives because the source uses 'or' before the final item.\"],\"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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"1e1b98100050629a6d3d2549b3b200f844e07bd3333806778448c48edb88876c","record_version_id":"d654de6ec1109eeda4d0d95fc3aa8c4304c98aada35f4fb675319422bbe02388","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bd7d80a79681a8a659fc06e5a78a62d48e008970b92740000da0f4db06a9cead","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"requirements_text\",\"quote\":\"CBE 430, graduate/professional standing, or member of Engineering Guest Students\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"CBE 430 content or equivalent preparation\"}],\"search_phrases\":[\"Heterogeneous catalysis principles and applications\",\"catalytic phenomena\",\"reactor design extensions\",\"catalyst characterization methods\",\"current problems in catalysis\",\"chemical and biomolecular engineering catalysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe catalytic phenomena\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Describing catalytic phenomena\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe catalytic design\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Describing catalytic design\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Explain methods of catalyst characterization\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Explaining methods of catalyst characterization\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"title\",\"quote\":\"HETEROGENEOUS CATALYSIS: PRINCIPLES AND APPLICATIONS\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"},{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization. Examples will be drawn from current problems in catalysis.\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Heterogeneous Catalysis: Principles and Applications discusses catalytic phenomena, extends to reactor design and catalyst characterization, and uses examples from current problems in catalysis.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Catalytic phenomena\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"with extensions to reactor design and catalyst characterization\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Reactor design\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"and catalyst characterization\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Catalyst characterization\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Examples will be drawn from current problems in catalysis.\",\"source_url\":\"https://guide.wisc.edu/courses/cbe/\"}],\"text\":\"Current problems in catalysis\"}]}","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"1e1b98100050629a6d3d2549b3b200f844e07bd3333806778448c48edb88876c","record_version_id":"d654de6ec1109eeda4d0d95fc3aa8c4304c98aada35f4fb675319422bbe02388","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bd7d80a79681a8a659fc06e5a78a62d48e008970b92740000da0f4db06a9cead","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f904f7206be1760dfc57a5db0fb7170940e91f41487625f5e823305afe0b6ec3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CBE 430, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":430,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"CBE 430\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f904f7206be1760dfc57a5db0fb7170940e91f41487625f5e823305afe0b6ec3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 430\",\"field\":\"description\",\"quote\":\"Analysis and interpretation of kinetic data and catalytic phenomena; application of basic engineering principles to chemical reactor design.\"}],\"text\":\"Chemical kinetics, reactor design, and catalytic phenomena analysis\"}],\"search_phrases\":[\"heterogeneous catalysis principles\",\"catalyst characterization reactor design\",\"CBE 535 catalytic phenomena\",\"chemical kinetics reactor design applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\"}],\"text\":\"Understanding catalytic phenomena and reactor design extensions\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Examples will be drawn from current problems in catalysis.\"}],\"text\":\"Applying catalysis principles to current industrial problems\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"title\",\"quote\":\"HETEROGENEOUS CATALYSIS: PRINCIPLES AND APPLICATIONS\"},{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"Discusses catalytic phenomena, with extensions to reactor design and catalyst characterization.\"}],\"text\":\"CBE 535 covers heterogeneous catalysis principles, reactor design, and catalyst characterization using current industry examples.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"catalytic phenomena\"}],\"text\":\"Catalytic phenomena\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"reactor design\"}],\"text\":\"Reactor design\"},{\"evidence\":[{\"course_id\":\"CBE 535\",\"field\":\"description\",\"quote\":\"catalyst characterization\"}],\"text\":\"Catalyst characterization\"}]}","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f904f7206be1760dfc57a5db0fb7170940e91f41487625f5e823305afe0b6ec3","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_718c0515d3052868d3b9d553","course_id":"CBE 535","catalog_version_id":"6293b483ad584cd97854c022dfaa002ae4341876c25196eab3c3591ba3b47458","record_version_id":"0a638a55dd29155f87caffc1c573214682333abe4956238120a001806f253aeb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f904f7206be1760dfc57a5db0fb7170940e91f41487625f5e823305afe0b6ec3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6bdfee637a619548e41775d2ca724bc85a568b93d16949a00462417fc322eb18\",\"course_id\":\"CBE 535\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CBE 535\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CBE 535\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CBE 535\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fd455a51-525a-3d46-827c-fe4251baa386\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.94 GPA, 100.0% A/AB (n=8 letter grades); Spring 2024: 3.79 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 3.60 GPA, 80.0% A/AB (n=10 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}]