[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-03fec27af95860a0bfdd385b","output_id":"ebd3227d045f429d1753c78aed11c5e44c53a4b5c2148a3129396e61b2d7172f","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-03fec27af95860a0bfdd385b","output_id":"ebd3227d045f429d1753c78aed11c5e44c53a4b5c2148a3129396e61b2d7172f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mathematical economics\",\"linear algebra economics\",\"optimization economic analysis\",\"graduate mathematical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra and optimization techniques are emphasized\"}],\"text\":\"Applying linear algebra and optimization techniques in economic analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"A survey of mathematical techniques used in economic analysis. Linear algebra and optimization techniques are emphasized.\"}],\"text\":\"ECON 703 surveys mathematical techniques for economic analysis, emphasizing linear algebra and optimization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"mathematical techniques used in economic analysis\"}],\"text\":\"Mathematical techniques in economic analysis\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra\"}],\"text\":\"Linear algebra\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"optimization techniques\"}],\"text\":\"Optimization techniques\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-03fec27af95860a0bfdd385b","output_id":"ebd3227d045f429d1753c78aed11c5e44c53a4b5c2148a3129396e61b2d7172f","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Professor Deneckere is described as brilliant and makes the subject interesting.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Students get a lot out of the class if they follow carefully.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"The course has a difficulty rating of 4, suggesting it is challenging.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-03fec27af95860a0bfdd385b","output_id":"ebd3227d045f429d1753c78aed11c5e44c53a4b5c2148a3129396e61b2d7172f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b4edaf1e28d538756efe9e7a6ec258b6933ad9fa6e4b4e1d7fa460aaf211899a\",\"course_id\":\"ECON 703\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6cc81efed20fdd18431b7a0c\",\"message\":\"No course-specific reviews available\",\"name\":\"John Kennan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:579363\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2019: 3.82 GPA, 85.7% A/AB (n=28 letter grades); Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews of Raymond Deneckere: The course is rated as difficult, with a rating of 4, and requires careful attention to lectures to gain significant value.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical review of Raymond Deneckere describes him as brilliant and engaging for Mathematics in Economics, noting that careful attention yields significant learning.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews for Raymond Deneckere describe him as brilliant and engaging, making Mathematics in Economics interesting for those who follow carefully.\"},{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2024: 3.73 GPA, 93.8% A/AB (n=32 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews of Raymond Deneckere: Students who follow the instruction carefully report getting a lot out of the class, indicating a rewarding experience despite the difficulty.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JOHN KENNAN is recorded teaching in Fall 2018, Fall 2019, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"RAYMOND DENECKERE is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"092a985ff73fec220ced42ceb7304fba495bb9999b3a2a3f1d023a24963ca866","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_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"092a985ff73fec220ced42ceb7304fba495bb9999b3a2a3f1d023a24963ca866","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mathematical economics\",\"linear algebra economics\",\"optimization economic analysis\",\"graduate mathematical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra and optimization techniques are emphasized\"}],\"text\":\"Applying linear algebra and optimization techniques in economic analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"A survey of mathematical techniques used in economic analysis. Linear algebra and optimization techniques are emphasized.\"}],\"text\":\"ECON 703 surveys mathematical techniques for economic analysis, emphasizing linear algebra and optimization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"mathematical techniques used in economic analysis\"}],\"text\":\"Mathematical techniques in economic analysis\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra\"}],\"text\":\"Linear algebra\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"optimization techniques\"}],\"text\":\"Optimization techniques\"}]}","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_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"092a985ff73fec220ced42ceb7304fba495bb9999b3a2a3f1d023a24963ca866","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_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"296fb922a9fca3cefaaa91c6899dee459003d7f75340c8f855b696d05cd62b06","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"296fb922a9fca3cefaaa91c6899dee459003d7f75340c8f855b696d05cd62b06","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mathematical economics\",\"linear algebra economics\",\"optimization economic analysis\",\"graduate mathematical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra and optimization techniques are emphasized\"}],\"text\":\"Applying linear algebra and optimization techniques in economic analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"A survey of mathematical techniques used in economic analysis. Linear algebra and optimization techniques are emphasized.\"}],\"text\":\"ECON 703 surveys mathematical techniques for economic analysis, emphasizing linear algebra and optimization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"mathematical techniques used in economic analysis\"}],\"text\":\"Mathematical techniques in economic analysis\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra\"}],\"text\":\"Linear algebra\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"optimization techniques\"}],\"text\":\"Optimization techniques\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"296fb922a9fca3cefaaa91c6899dee459003d7f75340c8f855b696d05cd62b06","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Professor Deneckere is described as brilliant and makes the subject interesting.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Students get a lot out of the class if they follow carefully.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"The course has a difficulty rating of 4, suggesting it is challenging.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"27527d01dadd2d90b45a8a3632a385211414d17272f1bdb781bb088f0cd0873a","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"27527d01dadd2d90b45a8a3632a385211414d17272f1bdb781bb088f0cd0873a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mathematical economics\",\"linear algebra economics\",\"optimization economic analysis\",\"graduate mathematical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra and optimization techniques are emphasized\"}],\"text\":\"Applying linear algebra and optimization techniques in economic analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"A survey of mathematical techniques used in economic analysis. Linear algebra and optimization techniques are emphasized.\"}],\"text\":\"ECON 703 surveys mathematical techniques for economic analysis, emphasizing linear algebra and optimization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"mathematical techniques used in economic analysis\"}],\"text\":\"Mathematical techniques in economic analysis\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra\"}],\"text\":\"Linear algebra\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"optimization techniques\"}],\"text\":\"Optimization techniques\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"27527d01dadd2d90b45a8a3632a385211414d17272f1bdb781bb088f0cd0873a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Professor Deneckere is described as brilliant and makes the subject interesting.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Students get a lot out of the class if they follow carefully.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"The course has a difficulty rating of 4, suggesting it is challenging.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"27527d01dadd2d90b45a8a3632a385211414d17272f1bdb781bb088f0cd0873a","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"b4edaf1e28d538756efe9e7a6ec258b6933ad9fa6e4b4e1d7fa460aaf211899a\",\"course_id\":\"ECON 703\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6cc81efed20fdd18431b7a0c\",\"message\":\"No course-specific reviews available\",\"name\":\"John Kennan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:579363\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2019: 3.82 GPA, 85.7% A/AB (n=28 letter grades); Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2024: 3.73 GPA, 93.8% A/AB (n=32 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JOHN KENNAN is recorded teaching in Fall 2018, Fall 2019, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"RAYMOND DENECKERE is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1d6d09064182711f1f1c5b9ad4860cca08d98715085a60e6b6d8b25d431ea188","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1d6d09064182711f1f1c5b9ad4860cca08d98715085a60e6b6d8b25d431ea188","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mathematical economics\",\"linear algebra economics\",\"optimization economic analysis\",\"graduate mathematical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra and optimization techniques are emphasized\"}],\"text\":\"Applying linear algebra and optimization techniques in economic analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"A survey of mathematical techniques used in economic analysis. Linear algebra and optimization techniques are emphasized.\"}],\"text\":\"ECON 703 surveys mathematical techniques for economic analysis, emphasizing linear algebra and optimization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"mathematical techniques used in economic analysis\"}],\"text\":\"Mathematical techniques in economic analysis\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra\"}],\"text\":\"Linear algebra\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"optimization techniques\"}],\"text\":\"Optimization techniques\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1d6d09064182711f1f1c5b9ad4860cca08d98715085a60e6b6d8b25d431ea188","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Professor Deneckere is described as brilliant and makes the subject interesting.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Students get a lot out of the class if they follow carefully.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"The course has a difficulty rating of 4, suggesting it is challenging.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1d6d09064182711f1f1c5b9ad4860cca08d98715085a60e6b6d8b25d431ea188","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b4edaf1e28d538756efe9e7a6ec258b6933ad9fa6e4b4e1d7fa460aaf211899a\",\"course_id\":\"ECON 703\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6cc81efed20fdd18431b7a0c\",\"message\":\"No course-specific reviews available\",\"name\":\"John Kennan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:579363\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2019: 3.82 GPA, 85.7% A/AB (n=28 letter grades); Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews of Raymond Deneckere: The course is rated as difficult, with a rating of 4, and requires careful attention to lectures to gain significant value.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews for instructor Raymond Deneckere describe him as brilliant and engaging, making Mathematics in Economics interesting (review:1). Reviewers note that careful attention in class yields significant learning outcomes (review:1).\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews for Raymond Deneckere describe him as brilliant and engaging, making Mathematics in Economics interesting for those who follow carefully.\"},{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2024: 3.73 GPA, 93.8% A/AB (n=32 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews of Raymond Deneckere: Students who follow the instruction carefully report getting a lot out of the class, indicating a rewarding experience despite the difficulty.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JOHN KENNAN is recorded teaching in Fall 2018, Fall 2019, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"RAYMOND DENECKERE is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"78a764cdbdc6d1e0ef624ccd6fffe8b5748b3d1db8dc9bc5de1687032d2a79c3","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"78a764cdbdc6d1e0ef624ccd6fffe8b5748b3d1db8dc9bc5de1687032d2a79c3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mathematical economics\",\"linear algebra economics\",\"optimization economic analysis\",\"graduate mathematical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra and optimization techniques are emphasized\"}],\"text\":\"Applying linear algebra and optimization techniques in economic analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"A survey of mathematical techniques used in economic analysis. Linear algebra and optimization techniques are emphasized.\"}],\"text\":\"ECON 703 surveys mathematical techniques for economic analysis, emphasizing linear algebra and optimization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"mathematical techniques used in economic analysis\"}],\"text\":\"Mathematical techniques in economic analysis\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"Linear algebra\"}],\"text\":\"Linear algebra\"},{\"evidence\":[{\"course_id\":\"ECON 703\",\"field\":\"description\",\"quote\":\"optimization techniques\"}],\"text\":\"Optimization techniques\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"78a764cdbdc6d1e0ef624ccd6fffe8b5748b3d1db8dc9bc5de1687032d2a79c3","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Professor Deneckere is described as brilliant and makes the subject interesting.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Students get a lot out of the class if they follow carefully.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pr Deneckere is brillant and makes Mathematics in Economics really interesting. Follow carefully his class and you will get a lot out of it. I did!\",\"course_id\":\"ECON 703\",\"date\":\"2011-08-29 03:09:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"09a47d8a82e4797fae373823\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":1,\"review_ids\":[\"09a47d8a82e4797fae373823\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"The course has a difficulty rating of 4, suggesting it is challenging.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d0e6cf6b4c558dcbc7be6613","course_id":"ECON 703","catalog_version_id":"ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8","record_version_id":"a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"78a764cdbdc6d1e0ef624ccd6fffe8b5748b3d1db8dc9bc5de1687032d2a79c3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b4edaf1e28d538756efe9e7a6ec258b6933ad9fa6e4b4e1d7fa460aaf211899a\",\"course_id\":\"ECON 703\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6cc81efed20fdd18431b7a0c\",\"message\":\"No course-specific reviews available\",\"name\":\"John Kennan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:579363\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2019: 3.82 GPA, 85.7% A/AB (n=28 letter grades); Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews of Raymond Deneckere: The course is rated as difficult, with a rating of 4, and requires careful attention to lectures to gain significant value.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor John Kennan. Historical reviews for Raymond Deneckere describe him as brilliant and engaging, noting that Mathematics in Economics becomes interesting under his instruction. Students report gaining significant value from the course when they follow his classes carefully.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews for Raymond Deneckere describe him as brilliant and engaging, making Mathematics in Economics interesting for those who follow carefully.\"},{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2024: 3.73 GPA, 93.8% A/AB (n=32 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Raymond Deneckere\",\"review_date\":\"2011-08-29 03:09:29 +0000 UTC\",\"review_id\":\"09a47d8a82e4797fae373823\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1053939\",\"source_review_id\":\"UmF0aW5nLTE4OTYwOTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\",\"type\":\"review\"}],\"text\":\"Historical reviews of Raymond Deneckere: Students who follow the instruction carefully report getting a lot out of the class, indicating a rewarding experience despite the difficulty.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JOHN KENNAN is recorded teaching in Fall 2018, Fall 2019, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 703\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"source_record\":{\"entity_id\":\"0a020520-bf69-3a8f-8759-ad36ff0c89a4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"RAYMOND DENECKERE is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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":true}]