[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"3a620695b54a20d869d987e45a5f16559e2cabf7ef7996c22f0fd66af8a92324","record_version_id":"49d9a2d48ea3277195467ee369cfebbd1242eef38da6d2fdec0460891ade505b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f399ff5b448c33d6b11eb066c6df4f57e688dba787280506a2a0547d056b6dd6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"standing-grad-prof\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"standing-grad-prof\",\"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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"3a620695b54a20d869d987e45a5f16559e2cabf7ef7996c22f0fd66af8a92324","record_version_id":"49d9a2d48ea3277195467ee369cfebbd1242eef38da6d2fdec0460891ade505b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f399ff5b448c33d6b11eb066c6df4f57e688dba787280506a2a0547d056b6dd6","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Knowledge of water chemistry [such asCIV ENGR 500] required.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Water chemistry\"}],\"search_phrases\":[\"organic contaminant fate and transformation\",\"environmental chemical kinetics\",\"partitioning air water solids\",\"substitution hydrolysis redox reactions\",\"ozone chlorine disinfection oxidation\",\"photochemical biological transformations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Predict the environmental fate of organic compounds based on their structure\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the steady-state assumption to estimate reaction half-lives\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Predicting environmental fate and estimating reaction half-lives using steady-state assumptions\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Estimate partitioning between air, water, organic phases, particles, and biota\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Predict the kinetics and mechanisms of nucleophilic attack and hydrolysis reactions\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Estimating phase partitioning and predicting kinetics and mechanisms of hydrolysis reactions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"title\",\"quote\":\"ENVIRONMENTAL CHEMICAL KINETICS\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Fundamental molecular processes that govern the fate and transformation of organic contaminants in natural environmental systems and engineered treatment processes. Emphasizes the kinetics describing these processes and focuses on transformation mechanisms of organic contaminants in aquatic systems.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Graduate course on fundamental molecular processes governing the fate and transformation of organic contaminants, emphasizing kinetics in aquatic systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Specific topics include partitioning between air, water, and solids; chemical kinetics; substitution, hydrolysis, and redox reactions; oxidation reactions encountered in ozone and chlorine-based disinfection systems; and photochemical and biological transformations.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Partitioning, chemical kinetics, substitution, hydrolysis, redox reactions, oxidation in disinfection, and photochemical/biological transformations\"}]}","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"3a620695b54a20d869d987e45a5f16559e2cabf7ef7996c22f0fd66af8a92324","record_version_id":"49d9a2d48ea3277195467ee369cfebbd1242eef38da6d2fdec0460891ade505b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f399ff5b448c33d6b11eb066c6df4f57e688dba787280506a2a0547d056b6dd6","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"3a620695b54a20d869d987e45a5f16559e2cabf7ef7996c22f0fd66af8a92324","record_version_id":"49d9a2d48ea3277195467ee369cfebbd1242eef38da6d2fdec0460891ade505b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f399ff5b448c33d6b11eb066c6df4f57e688dba787280506a2a0547d056b6dd6","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"901ec6b8b64c761055de9ee142f8d4c59bb0a087db71a1c249f6d0f06903ab61\",\"course_id\":\"CIVENGR 704\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 704\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5b7bba21-3c64-3f4f-8286-fa961f7b5eb8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 704\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5b7bba21-3c64-3f4f-8286-fa961f7b5eb8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 704\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5b7bba21-3c64-3f4f-8286-fa961f7b5eb8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.50 GPA, 73.3% A/AB (n=15 letter grades); Spring 2020: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Spring 2022: 3.57 GPA, 82.6% A/AB (n=23 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"13480b5cbb51b4fd5d3fa09a3e9bd320534bf387cf2c0921dcb502ac24bb90b2","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":704,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[\"The requirements_text 'Graduate/professional standing' is a standing condition, not a specific course. It is represented as a condition leaf. The course node n0 is a placeholder for the course itself if interpreted as a self-referential pre\",\"Actually, 'Graduate/professional standing' is a standing requirement. It should be a condition. The root should be n1. n0 is not needed if it's just the course itself. Let's re-read the instruction: 'A course named without an explicit...'. \",\"Wait, the requirements_text is just 'Graduate/professional standing'. This is a condition. So root is n1, kind condition. n1 has no children? No, conditions are leaves. So root is n1, kind condition, children [], condition 'Graduate/prof...\"],\"root\":\"n1\",\"status\":\"parsed\"}","error":"Unreachable nodes: n0; connect all conditions and exclusions to the root.","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"13480b5cbb51b4fd5d3fa09a3e9bd320534bf387cf2c0921dcb502ac24bb90b2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Knowledge of water chemistry [such asCIV ENGR 500] required.\"}],\"text\":\"Water chemistry fundamentals\"},{\"evidence\":[{\"course_id\":\"CIVENGR 500\",\"field\":\"description\",\"quote\":\"Elements of fresh and marine water chemistry; acid-base, precipitation, complexation, oxidation-reduction, adsorption, and biochemical reactions in natural waters and water treatment processes.\"}],\"text\":\"Chemical reactions in natural waters and treatment processes\"}],\"search_phrases\":[\"environmental chemical kinetics\",\"organic contaminant transformation\",\"aquatic chemistry\",\"CIVENGR 704 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Emphasizes the kinetics describing these processes\"}],\"text\":\"Analyzing kinetic processes of contaminant transformation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"focuses on transformation mechanisms of organic contaminants in aquatic systems\"}],\"text\":\"Understanding transformation mechanisms in aquatic systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Specific topics include partitioning between air, water, and solids; chemical kinetics; substitution, hydrolysis, and redox reactions; oxidation reactions encountered in ozone and chlorine-based disinfection systems; and photochemical and biological transformations\"}],\"text\":\"Evaluating partitioning, reaction types, and disinfection processes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"title\",\"quote\":\"ENVIRONMENTAL CHEMICAL KINETICS\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Fundamental molecular processes that govern the fate and transformation of organic contaminants in natural environmental systems and engineered treatment processes\"}],\"text\":\"CIVENGR 704 covers molecular processes and kinetics governing organic contaminant fate in environmental and engineered systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"partitioning between air, water, and solids\"}],\"text\":\"Partitioning between air, water, and solids\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"chemical kinetics\"}],\"text\":\"Chemical kinetics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"substitution, hydrolysis, and redox reactions\"}],\"text\":\"Substitution, hydrolysis, and redox reactions\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"oxidation reactions encountered in ozone and chlorine-based disinfection systems\"}],\"text\":\"Oxidation in disinfection systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"photochemical and biological transformations\"}],\"text\":\"Photochemical and biological transformations\"}]}","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"13480b5cbb51b4fd5d3fa09a3e9bd320534bf387cf2c0921dcb502ac24bb90b2","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b18f89ac04a9956175eee4f82bc03afc23e667fc590205427a8a9c866948504","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b18f89ac04a9956175eee4f82bc03afc23e667fc590205427a8a9c866948504","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Knowledge of water chemistry [such asCIV ENGR 500] required.\"}],\"text\":\"Water chemistry fundamentals\"},{\"evidence\":[{\"course_id\":\"CIVENGR 500\",\"field\":\"description\",\"quote\":\"Elements of fresh and marine water chemistry; acid-base, precipitation, complexation, oxidation-reduction, adsorption, and biochemical reactions in natural waters and water treatment processes.\"}],\"text\":\"Chemical reactions in natural waters and treatment processes\"}],\"search_phrases\":[\"environmental chemical kinetics\",\"organic contaminant transformation\",\"aquatic chemistry\",\"CIVENGR 704 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Emphasizes the kinetics describing these processes\"}],\"text\":\"Analyzing kinetic processes of contaminant transformation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"focuses on transformation mechanisms of organic contaminants in aquatic systems\"}],\"text\":\"Understanding transformation mechanisms in aquatic systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Specific topics include partitioning between air, water, and solids; chemical kinetics; substitution, hydrolysis, and redox reactions; oxidation reactions encountered in ozone and chlorine-based disinfection systems; and photochemical and biological transformations\"}],\"text\":\"Evaluating partitioning, reaction types, and disinfection processes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"title\",\"quote\":\"ENVIRONMENTAL CHEMICAL KINETICS\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Fundamental molecular processes that govern the fate and transformation of organic contaminants in natural environmental systems and engineered treatment processes\"}],\"text\":\"CIVENGR 704 covers molecular processes and kinetics governing organic contaminant fate in environmental and engineered systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"partitioning between air, water, and solids\"}],\"text\":\"Partitioning between air, water, and solids\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"chemical kinetics\"}],\"text\":\"Chemical kinetics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"substitution, hydrolysis, and redox reactions\"}],\"text\":\"Substitution, hydrolysis, and redox reactions\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"oxidation reactions encountered in ozone and chlorine-based disinfection systems\"}],\"text\":\"Oxidation in disinfection systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"photochemical and biological transformations\"}],\"text\":\"Photochemical and biological transformations\"}]}","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b18f89ac04a9956175eee4f82bc03afc23e667fc590205427a8a9c866948504","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"3a620695b54a20d869d987e45a5f16559e2cabf7ef7996c22f0fd66af8a92324","record_version_id":"49d9a2d48ea3277195467ee369cfebbd1242eef38da6d2fdec0460891ade505b","job_id":"enrich-6556a505c10f448d98d02466","output_id":"05cc9a9f72f15a7ae840aec2e20af7bd0a196d9cfae407cd52966f4f08a00b81","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"standing-grad-prof\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"standing-grad-prof\",\"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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"3a620695b54a20d869d987e45a5f16559e2cabf7ef7996c22f0fd66af8a92324","record_version_id":"49d9a2d48ea3277195467ee369cfebbd1242eef38da6d2fdec0460891ade505b","job_id":"enrich-6556a505c10f448d98d02466","output_id":"05cc9a9f72f15a7ae840aec2e20af7bd0a196d9cfae407cd52966f4f08a00b81","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Knowledge of water chemistry [such asCIV ENGR 500] required.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Water chemistry\"}],\"search_phrases\":[\"organic contaminant fate and transformation\",\"environmental chemical kinetics\",\"partitioning air water solids\",\"substitution hydrolysis redox reactions\",\"ozone chlorine disinfection oxidation\",\"photochemical biological transformations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Predict the environmental fate of organic compounds based on their structure\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the steady-state assumption to estimate reaction half-lives\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Predicting environmental fate and estimating reaction half-lives using steady-state assumptions\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Estimate partitioning between air, water, organic phases, particles, and biota\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Predict the kinetics and mechanisms of nucleophilic attack and hydrolysis reactions\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Estimating phase partitioning and predicting kinetics and mechanisms of hydrolysis reactions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"title\",\"quote\":\"ENVIRONMENTAL CHEMICAL KINETICS\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Fundamental molecular processes that govern the fate and transformation of organic contaminants in natural environmental systems and engineered treatment processes. Emphasizes the kinetics describing these processes and focuses on transformation mechanisms of organic contaminants in aquatic systems.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Graduate course on fundamental molecular processes governing the fate and transformation of organic contaminants, emphasizing kinetics in aquatic systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Specific topics include partitioning between air, water, and solids; chemical kinetics; substitution, hydrolysis, and redox reactions; oxidation reactions encountered in ozone and chlorine-based disinfection systems; and photochemical and biological transformations.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Partitioning, chemical kinetics, substitution, hydrolysis, redox reactions, oxidation in disinfection, and photochemical/biological transformations\"}]}","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"3a620695b54a20d869d987e45a5f16559e2cabf7ef7996c22f0fd66af8a92324","record_version_id":"49d9a2d48ea3277195467ee369cfebbd1242eef38da6d2fdec0460891ade505b","job_id":"enrich-6556a505c10f448d98d02466","output_id":"05cc9a9f72f15a7ae840aec2e20af7bd0a196d9cfae407cd52966f4f08a00b81","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4311254b0c72fb02904ba09699ffbafd832c782e7b9f7bd596762e871a5d4e3e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4311254b0c72fb02904ba09699ffbafd832c782e7b9f7bd596762e871a5d4e3e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Knowledge of water chemistry [such asCIV ENGR 500] required.\"}],\"text\":\"Water chemistry fundamentals\"},{\"evidence\":[{\"course_id\":\"CIVENGR 500\",\"field\":\"description\",\"quote\":\"Elements of fresh and marine water chemistry; acid-base, precipitation, complexation, oxidation-reduction, adsorption, and biochemical reactions in natural waters and water treatment processes.\"}],\"text\":\"Chemical reactions in natural waters and treatment processes\"}],\"search_phrases\":[\"environmental chemical kinetics\",\"organic contaminant transformation\",\"aquatic chemistry\",\"CIVENGR 704 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Emphasizes the kinetics describing these processes\"}],\"text\":\"Analyzing kinetic processes of contaminant transformation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"focuses on transformation mechanisms of organic contaminants in aquatic systems\"}],\"text\":\"Understanding transformation mechanisms in aquatic systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Specific topics include partitioning between air, water, and solids; chemical kinetics; substitution, hydrolysis, and redox reactions; oxidation reactions encountered in ozone and chlorine-based disinfection systems; and photochemical and biological transformations\"}],\"text\":\"Evaluating partitioning, reaction types, and disinfection processes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"title\",\"quote\":\"ENVIRONMENTAL CHEMICAL KINETICS\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Fundamental molecular processes that govern the fate and transformation of organic contaminants in natural environmental systems and engineered treatment processes\"}],\"text\":\"CIVENGR 704 covers molecular processes and kinetics governing organic contaminant fate in environmental and engineered systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"partitioning between air, water, and solids\"}],\"text\":\"Partitioning between air, water, and solids\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"chemical kinetics\"}],\"text\":\"Chemical kinetics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"substitution, hydrolysis, and redox reactions\"}],\"text\":\"Substitution, hydrolysis, and redox reactions\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"oxidation reactions encountered in ozone and chlorine-based disinfection systems\"}],\"text\":\"Oxidation in disinfection systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"photochemical and biological transformations\"}],\"text\":\"Photochemical and biological transformations\"}]}","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4311254b0c72fb02904ba09699ffbafd832c782e7b9f7bd596762e871a5d4e3e","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7378fa4d055ebae77bf94ce80a4e313872f656d8091a8b68cfb3c98047c7da07","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7378fa4d055ebae77bf94ce80a4e313872f656d8091a8b68cfb3c98047c7da07","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Knowledge of water chemistry [such asCIV ENGR 500] required.\"}],\"text\":\"Water chemistry fundamentals\"},{\"evidence\":[{\"course_id\":\"CIVENGR 500\",\"field\":\"description\",\"quote\":\"Elements of fresh and marine water chemistry; acid-base, precipitation, complexation, oxidation-reduction, adsorption, and biochemical reactions in natural waters and water treatment processes.\"}],\"text\":\"Chemical reactions in natural waters and treatment processes\"}],\"search_phrases\":[\"environmental chemical kinetics\",\"organic contaminant transformation\",\"aquatic chemistry\",\"CIVENGR 704 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Emphasizes the kinetics describing these processes\"}],\"text\":\"Analyzing kinetic processes of contaminant transformation\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"focuses on transformation mechanisms of organic contaminants in aquatic systems\"}],\"text\":\"Understanding transformation mechanisms in aquatic systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Specific topics include partitioning between air, water, and solids; chemical kinetics; substitution, hydrolysis, and redox reactions; oxidation reactions encountered in ozone and chlorine-based disinfection systems; and photochemical and biological transformations\"}],\"text\":\"Evaluating partitioning, reaction types, and disinfection processes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"title\",\"quote\":\"ENVIRONMENTAL CHEMICAL KINETICS\"},{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"Fundamental molecular processes that govern the fate and transformation of organic contaminants in natural environmental systems and engineered treatment processes\"}],\"text\":\"CIVENGR 704 covers molecular processes and kinetics governing organic contaminant fate in environmental and engineered systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"partitioning between air, water, and solids\"}],\"text\":\"Partitioning between air, water, and solids\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"chemical kinetics\"}],\"text\":\"Chemical kinetics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"substitution, hydrolysis, and redox reactions\"}],\"text\":\"Substitution, hydrolysis, and redox reactions\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"oxidation reactions encountered in ozone and chlorine-based disinfection systems\"}],\"text\":\"Oxidation in disinfection systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 704\",\"field\":\"description\",\"quote\":\"photochemical and biological transformations\"}],\"text\":\"Photochemical and biological transformations\"}]}","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7378fa4d055ebae77bf94ce80a4e313872f656d8091a8b68cfb3c98047c7da07","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_043a3713f8759b524f810cf6","course_id":"CIVENGR 704","catalog_version_id":"c5e6073a98c41db209cebd6d0bfc5bd376419b121bb1898171a857c5701d9d99","record_version_id":"26bc70b4c348188add4b1a6e121544fe8528d47926a3bdca42e81dce9befc9d5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7378fa4d055ebae77bf94ce80a4e313872f656d8091a8b68cfb3c98047c7da07","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"18359eb55d2f596d2ea8cddb5ddfd73e4e4df9f1d6c70905157fef7b81bc918a\",\"course_id\":\"CIVENGR 704\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5b7bba21-3c64-3f4f-8286-fa961f7b5eb8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5b7bba21-3c64-3f4f-8286-fa961f7b5eb8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5b7bba21-3c64-3f4f-8286-fa961f7b5eb8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.50 GPA, 73.3% A/AB (n=15 letter grades); Spring 2020: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Spring 2022: 3.57 GPA, 82.6% A/AB (n=23 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}]