[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"0800a2fa1ec6373d4d63936d3d10c3091c71be01eb3dc6e18ef1af26d1ed53f6","record_version_id":"cfb84a3ba0cccd5d587b1e375e971f71364701f2a5fc2a4615a21857eee234bc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8fb874a96c68d5e1b5f01944b0584007747b8df7dd9dae379a0f0c458f86eb0b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"epd634\",\"epd636\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 634or636\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":634,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 634\",\"id\":\"epd634\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":636,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"636\",\"id\":\"epd636\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"0800a2fa1ec6373d4d63936d3d10c3091c71be01eb3dc6e18ef1af26d1ed53f6","record_version_id":"cfb84a3ba0cccd5d587b1e375e971f71364701f2a5fc2a4615a21857eee234bc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8fb874a96c68d5e1b5f01944b0584007747b8df7dd9dae379a0f0c458f86eb0b","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"plastics recycling\",\"polymeric materials sustainability\",\"life cycle assessment of plastics\",\"degradable plastics\",\"greenwashing in media\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Analyze the life cycle of a plastic product and the related causes of and solutions for recycling and sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Life cycle analysis of plastic products\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Critically evaluate media coverage to identify \\\"greenwashing\\\" and improve understanding of sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Critical evaluation of media coverage regarding greenwashing\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"title\",\"quote\":\"PLASTICS RECYCLING AND SUSTAINABILITY\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"},{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Examine sustainability and recycling practices for plastics and polymeric materials, including textiles. Analyze environmental impacts and plastic waste using life cycle assessment. Explore traditional and emerging recycling technologies, along with bio-based and degradable plastics. Critically evaluate media coverage to identify \\\"greenwashing\\\" and improve understanding of sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Examines sustainability and recycling of plastics and polymeric materials, analyzing environmental impacts via life cycle assessment and evaluating media coverage.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Explore traditional and emerging recycling technologies, along with bio-based and degradable plastics.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Traditional and emerging recycling technologies, bio-based and degradable plastics\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Critically evaluate media coverage to identify \\\"greenwashing\\\" and improve understanding of sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Media coverage and greenwashing\"}]}","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"0800a2fa1ec6373d4d63936d3d10c3091c71be01eb3dc6e18ef1af26d1ed53f6","record_version_id":"cfb84a3ba0cccd5d587b1e375e971f71364701f2a5fc2a4615a21857eee234bc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8fb874a96c68d5e1b5f01944b0584007747b8df7dd9dae379a0f0c458f86eb0b","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"0800a2fa1ec6373d4d63936d3d10c3091c71be01eb3dc6e18ef1af26d1ed53f6","record_version_id":"cfb84a3ba0cccd5d587b1e375e971f71364701f2a5fc2a4615a21857eee234bc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8fb874a96c68d5e1b5f01944b0584007747b8df7dd9dae379a0f0c458f86eb0b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"571f106ac05a3b715136ac9214a512e48a2e3090797ddbaf2130f79e4f4e344f\",\"course_id\":\"EPD 639\",\"current_instructors\":[{\"instructor_uid\":\"instructor_1b84299f6bfd0e3fd0b7c6ff\",\"message\":\"No course-specific reviews available\",\"name\":\"Kristoffer Stokes\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.92 GPA, 91.7% A/AB (n=12 letter grades); Spring 2025: 3.97 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=11 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_62f49c7b2d525991c00c413b\",\"message\":\"No course-specific reviews available\",\"name\":\"Nicole Zacharia\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.92 GPA, 91.7% A/AB (n=12 letter grades); Spring 2025: 3.97 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=11 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.92 GPA, 91.7% A/AB (n=12 letter grades); Spring 2025: 3.97 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=11 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KRISTOFFER STOKES is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"NICOLE ZACHARIA is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, 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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ed2b93329fec0defae9124b529e740c43a0764f831905957dbb1a84fe5737476","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 634or636\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":634,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 634\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":636,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"636\",\"id\":\"n2\",\"kind\":\"course\"}],\"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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ed2b93329fec0defae9124b529e740c43a0764f831905957dbb1a84fe5737476","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EPD 634\",\"field\":\"description\",\"quote\":\"Knowledge of introductory general chemistry and thermodynamics [such asCHEM 104] required.\"},{\"course_id\":\"EPD 636\",\"field\":\"description\",\"quote\":\"Knowledge of introductory general chemistry and thermodynamics [such asCHEM 104] required.\"}],\"text\":\"Introductory general chemistry and thermodynamics\"},{\"evidence\":[{\"course_id\":\"EPD 634\",\"field\":\"description\",\"quote\":\"Introduction to the chemistry of polymeric materials.\"},{\"course_id\":\"EPD 636\",\"field\":\"description\",\"quote\":\"Introduction to the physics of polymeric materials.\"}],\"text\":\"Polymer chemistry and physics fundamentals\"}],\"search_phrases\":[\"plastics recycling sustainability\",\"polymer waste life cycle assessment\",\"greenwashing evaluation\",\"bio-based plastics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Analyze environmental impacts and plastic waste using life cycle assessment.\"}],\"text\":\"Life cycle assessment of plastic waste\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Critically evaluate media coverage to identify \\\"greenwashing\"}],\"text\":\"Critical evaluation of sustainability media\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Explore traditional and emerging recycling technologies\"}],\"text\":\"Analysis of recycling technologies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"title\",\"quote\":\"PLASTICS RECYCLING AND SUSTAINABILITY\"},{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Examine sustainability and recycling practices for plastics and polymeric materials\"}],\"text\":\"Examines plastics recycling, sustainability practices, and life cycle assessment of environmental impacts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"sustainability and recycling practices for plastics and polymeric materials\"}],\"text\":\"Plastics and polymeric materials recycling\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"environmental impacts and plastic waste using life cycle assessment\"}],\"text\":\"Environmental impacts and life cycle assessment\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"bio-based and degradable plastics\"}],\"text\":\"Bio-based and degradable plastics\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"identify \\\"greenwashing\"}],\"text\":\"Greenwashing identification\"}]}","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ed2b93329fec0defae9124b529e740c43a0764f831905957dbb1a84fe5737476","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"13c5516f068e4b94ea50687b59fd08a9e0802c6f12243906134c4c0a531fa655","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 634or636\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":634,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 634\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":636,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"636\",\"id\":\"n2\",\"kind\":\"course\"}],\"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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"13c5516f068e4b94ea50687b59fd08a9e0802c6f12243906134c4c0a531fa655","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EPD 634\",\"field\":\"description\",\"quote\":\"Knowledge of introductory general chemistry and thermodynamics [such asCHEM 104] required.\"},{\"course_id\":\"EPD 636\",\"field\":\"description\",\"quote\":\"Knowledge of introductory general chemistry and thermodynamics [such asCHEM 104] required.\"}],\"text\":\"Introductory general chemistry and thermodynamics\"},{\"evidence\":[{\"course_id\":\"EPD 634\",\"field\":\"description\",\"quote\":\"Introduction to the chemistry of polymeric materials.\"},{\"course_id\":\"EPD 636\",\"field\":\"description\",\"quote\":\"Introduction to the physics of polymeric materials.\"}],\"text\":\"Polymer chemistry and physics fundamentals\"}],\"search_phrases\":[\"plastics recycling sustainability\",\"polymer waste life cycle assessment\",\"greenwashing evaluation\",\"bio-based plastics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Analyze environmental impacts and plastic waste using life cycle assessment.\"}],\"text\":\"Life cycle assessment of plastic waste\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Critically evaluate media coverage to identify \\\"greenwashing\"}],\"text\":\"Critical evaluation of sustainability media\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Explore traditional and emerging recycling technologies\"}],\"text\":\"Analysis of recycling technologies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"title\",\"quote\":\"PLASTICS RECYCLING AND SUSTAINABILITY\"},{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Examine sustainability and recycling practices for plastics and polymeric materials\"}],\"text\":\"Examines plastics recycling, sustainability practices, and life cycle assessment of environmental impacts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"sustainability and recycling practices for plastics and polymeric materials\"}],\"text\":\"Plastics and polymeric materials recycling\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"environmental impacts and plastic waste using life cycle assessment\"}],\"text\":\"Environmental impacts and life cycle assessment\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"bio-based and degradable plastics\"}],\"text\":\"Bio-based and degradable plastics\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"identify \\\"greenwashing\"}],\"text\":\"Greenwashing identification\"}]}","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"13c5516f068e4b94ea50687b59fd08a9e0802c6f12243906134c4c0a531fa655","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"0800a2fa1ec6373d4d63936d3d10c3091c71be01eb3dc6e18ef1af26d1ed53f6","record_version_id":"cfb84a3ba0cccd5d587b1e375e971f71364701f2a5fc2a4615a21857eee234bc","job_id":"enrich-6556a505c10f448d98d02466","output_id":"314fa5a63790c422bb90ea099c455ff9916de8b40f6418304d9abb8a135c4cea","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"epd634\",\"epd636\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 634or636\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":634,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 634\",\"id\":\"epd634\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":636,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"636\",\"id\":\"epd636\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"0800a2fa1ec6373d4d63936d3d10c3091c71be01eb3dc6e18ef1af26d1ed53f6","record_version_id":"cfb84a3ba0cccd5d587b1e375e971f71364701f2a5fc2a4615a21857eee234bc","job_id":"enrich-6556a505c10f448d98d02466","output_id":"314fa5a63790c422bb90ea099c455ff9916de8b40f6418304d9abb8a135c4cea","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"plastics recycling\",\"polymeric materials sustainability\",\"life cycle assessment of plastics\",\"degradable plastics\",\"greenwashing in media\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Analyze the life cycle of a plastic product and the related causes of and solutions for recycling and sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Life cycle analysis of plastic products\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Critically evaluate media coverage to identify \\\"greenwashing\\\" and improve understanding of sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Critical evaluation of media coverage regarding greenwashing\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"title\",\"quote\":\"PLASTICS RECYCLING AND SUSTAINABILITY\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"},{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Examine sustainability and recycling practices for plastics and polymeric materials, including textiles. Analyze environmental impacts and plastic waste using life cycle assessment. Explore traditional and emerging recycling technologies, along with bio-based and degradable plastics. Critically evaluate media coverage to identify \\\"greenwashing\\\" and improve understanding of sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Examines sustainability and recycling of plastics and polymeric materials, analyzing environmental impacts via life cycle assessment and evaluating media coverage.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Explore traditional and emerging recycling technologies, along with bio-based and degradable plastics.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Traditional and emerging recycling technologies, bio-based and degradable plastics\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Critically evaluate media coverage to identify \\\"greenwashing\\\" and improve understanding of sustainability issues.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Media coverage and greenwashing\"}]}","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"0800a2fa1ec6373d4d63936d3d10c3091c71be01eb3dc6e18ef1af26d1ed53f6","record_version_id":"cfb84a3ba0cccd5d587b1e375e971f71364701f2a5fc2a4615a21857eee234bc","job_id":"enrich-6556a505c10f448d98d02466","output_id":"314fa5a63790c422bb90ea099c455ff9916de8b40f6418304d9abb8a135c4cea","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a5ebde5a79b78287bd7b3ae60d62943797dd9b68ae1cb007d5cdb7b8d858096c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 634or636\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":634,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 634\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":636,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"636\",\"id\":\"n2\",\"kind\":\"course\"}],\"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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a5ebde5a79b78287bd7b3ae60d62943797dd9b68ae1cb007d5cdb7b8d858096c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EPD 634\",\"field\":\"description\",\"quote\":\"Knowledge of introductory general chemistry and thermodynamics [such asCHEM 104] required.\"},{\"course_id\":\"EPD 636\",\"field\":\"description\",\"quote\":\"Knowledge of introductory general chemistry and thermodynamics [such asCHEM 104] required.\"}],\"text\":\"Introductory general chemistry and thermodynamics\"},{\"evidence\":[{\"course_id\":\"EPD 634\",\"field\":\"description\",\"quote\":\"Introduction to the chemistry of polymeric materials.\"},{\"course_id\":\"EPD 636\",\"field\":\"description\",\"quote\":\"Introduction to the physics of polymeric materials.\"}],\"text\":\"Polymer chemistry and physics fundamentals\"}],\"search_phrases\":[\"plastics recycling sustainability\",\"polymer waste life cycle assessment\",\"greenwashing evaluation\",\"bio-based plastics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Analyze environmental impacts and plastic waste using life cycle assessment.\"}],\"text\":\"Life cycle assessment of plastic waste\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Critically evaluate media coverage to identify \\\"greenwashing\"}],\"text\":\"Critical evaluation of sustainability media\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Explore traditional and emerging recycling technologies\"}],\"text\":\"Analysis of recycling technologies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"title\",\"quote\":\"PLASTICS RECYCLING AND SUSTAINABILITY\"},{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"Examine sustainability and recycling practices for plastics and polymeric materials\"}],\"text\":\"Examines plastics recycling, sustainability practices, and life cycle assessment of environmental impacts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"sustainability and recycling practices for plastics and polymeric materials\"}],\"text\":\"Plastics and polymeric materials recycling\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"environmental impacts and plastic waste using life cycle assessment\"}],\"text\":\"Environmental impacts and life cycle assessment\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"bio-based and degradable plastics\"}],\"text\":\"Bio-based and degradable plastics\"},{\"evidence\":[{\"course_id\":\"EPD 639\",\"field\":\"description\",\"quote\":\"identify \\\"greenwashing\"}],\"text\":\"Greenwashing identification\"}]}","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a5ebde5a79b78287bd7b3ae60d62943797dd9b68ae1cb007d5cdb7b8d858096c","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_02b84ccf31d5449d1708bd49","course_id":"EPD 639","catalog_version_id":"54cc8cce877708ee216b95e374d196fb9d298fce180f3068f3c12045a1a2fb3d","record_version_id":"c3eb2bbb7e0e81b61ef07e817b20842079b2f6002ffbb8f03c2c780804fee061","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a5ebde5a79b78287bd7b3ae60d62943797dd9b68ae1cb007d5cdb7b8d858096c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"63be83633f35fa899e7fae2cb1b1d0efbb771a22a66975c34095589be7fb99c4\",\"course_id\":\"EPD 639\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EPD 639\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EPD 639\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9d97eca-2d40-3c35-8eaf-bb18b393530a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.92 GPA, 91.7% A/AB (n=12 letter grades); Spring 2025: 3.97 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=11 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}]