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No book and a ton of notes on the board that can get messy at times.  Homework is impossible and no examples to get you started/guide you.  Very nice guy though and genuinely passionate about teaching and the students, and a nice curve.\",\"course_id\":\"ECON 468\",\"date\":\"2011-09-19 01:19:44 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"98ff439ed7be5fc1b574731f\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"Awful lectures, problem sets and exams. Does not do practice problems that relate to homework or exams in class. The things he does talk about he does not explain very well. Makes the exams/problem sets incredibly difficult\",\"course_id\":\"ECON 468\",\"date\":\"2018-12-16 01:05:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"57e7803084d977eed2098a19\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"}],\"evidence_count\":2,\"review_ids\":[\"98ff439ed7be5fc1b574731f\",\"57e7803084d977eed2098a19\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1184265\",\"name\":\"Jean-Francois Houde\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2011\"},\"sentiment\":\"negative\",\"summary\":\"Homework and exams are considered incredibly difficult, with no guiding examples or practice problems provided.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Houde is the most disorganized professor I've seen in my life. And it is outrageous to cancel the lecture one hour before the lecture. It seems that he does not like teaching.\",\"course_id\":\"ECON 468\",\"date\":\"2010-12-18 04:04:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"56aa1c1c5a5f29f1ccb84889\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE3OTg3MTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"Super tough and somewhat confusing but Lentz clearly is very knowledgeable about labor market and job search.  No book and a ton of notes on the board that can get messy at times.  Homework is impossible and no examples to get you started/guide you.  Very nice guy though and genuinely passionate about teaching and the students, and a nice curve.\",\"course_id\":\"ECON 468\",\"date\":\"2011-09-19 01:19:44 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"98ff439ed7be5fc1b574731f\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"}],\"evidence_count\":2,\"review_ids\":[\"56aa1c1c5a5f29f1ccb84889\",\"98ff439ed7be5fc1b574731f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1184265\",\"name\":\"Jean-Francois Houde\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2010\"},\"sentiment\":\"negative\",\"summary\":\"Professors are criticized for being disorganized, including last-minute cancellations and messy board work.\"}]}","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_70d17d1d3875548d1489cae7","course_id":"ECON 468","catalog_version_id":"5540aeb0453fd4e342ff28e3cf81586b989ca0e049109c2b4afb3d3ca26560c1","record_version_id":"af32a66061341f873405c7769347c1d5536b521400894559da6945920f3aea33","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"c97f8574e5413b291e5898f51e550abd57a0b09ee4a70a14bd82e18000271efe","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3e1103c0d78762ad44621898376bf12d64233c69d981dd67c4ad6997de4037d2\",\"course_id\":\"ECON 468\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b8aa2860578ab21bf4c05974\",\"message\":\"No course-specific reviews available\",\"name\":\"Panle Barwick\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.88 GPA, 95.5% A/AB (n=44 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2011-09-19 01:19:44 +0000 UTC\",\"review_id\":\"98ff439ed7be5fc1b574731f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2018-12-16 01:05:10 +0000 UTC\",\"review_id\":\"57e7803084d977eed2098a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jean-Francois Houde, Rasmus Lentz: Reviewers report that homework is impossible with no guiding examples, and exams or problem sets are incredibly difficult. Preparation requires navigating messy board notes and a lack of practice problems that relate to assessments.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2010-12-18 04:04:42 +0000 UTC\",\"review_id\":\"56aa1c1c5a5f29f1ccb84889\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE3OTg3MTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2018-12-16 01:05:10 +0000 UTC\",\"review_id\":\"57e7803084d977eed2098a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jean-Francois Houde describe disorganized lectures, last-minute cancellations, and difficult exams with insufficient practice problems. Reviewers found his explanations unclear and problem sets incredibly challenging.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2010-12-18 04:04:42 +0000 UTC\",\"review_id\":\"56aa1c1c5a5f29f1ccb84889\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE3OTg3MTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2011-09-19 01:19:44 +0000 UTC\",\"review_id\":\"98ff439ed7be5fc1b574731f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2018-12-16 01:05:10 +0000 UTC\",\"review_id\":\"57e7803084d977eed2098a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"}],\"text\":\"Historical reviews describe ECON 468 as disorganized and difficult, with complaints about cancellations, messy notes, and impossible homework. While one instructor was praised for passion and a nice curve, others were criticized for poor explanations and awful problem sets.\"},{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.12 GPA, 58.7% A/AB (n=46 letter grades); Spring 2025: 3.47 GPA, 71.1% A/AB (n=76 letter grades); Spring 2026: 3.88 GPA, 95.5% A/AB (n=44 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2010-12-18 04:04:42 +0000 UTC\",\"review_id\":\"56aa1c1c5a5f29f1ccb84889\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE3OTg3MTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2011-09-19 01:19:44 +0000 UTC\",\"review_id\":\"98ff439ed7be5fc1b574731f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2018-12-16 01:05:10 +0000 UTC\",\"review_id\":\"57e7803084d977eed2098a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jean-Francois Houde, Rasmus Lentz: Students found lectures disorganized and confusing, with one instructor canceling class last minute. While one professor was genuinely passionate and nice, others failed to explain concepts well or provide relevant practice, leading to frustration with the course structure.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"JEAN-FRANCOIS HOUDE is recorded teaching in Fall 2006, Spring 2008, Fall 2009, Fall 2010, Spring 2012, Fall 2018, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"PANLE BARWICK is recorded teaching in Spring 2026. 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_70d17d1d3875548d1489cae7","course_id":"ECON 468","catalog_version_id":"5540aeb0453fd4e342ff28e3cf81586b989ca0e049109c2b4afb3d3ca26560c1","record_version_id":"af32a66061341f873405c7769347c1d5536b521400894559da6945920f3aea33","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"842a7a83e4bd1e3ba5bdbf81d0dd568f7aceafd776dacc78a550dde6f41da061","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ECON 301or311) and (MATH 217 or221)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(ECON 301or311)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 217 or221)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"MATH 217\",\"course\":null,\"evidence\":\"MATH 217\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"221\",\"id\":\"n6\",\"kind\":\"course\"}],\"notes\":[\"MATH 217 is required by requirements_text but is not present in linked_courses. It is represented as a condition node because it cannot be resolved to a specific linked course entry.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_70d17d1d3875548d1489cae7","course_id":"ECON 468","catalog_version_id":"5540aeb0453fd4e342ff28e3cf81586b989ca0e049109c2b4afb3d3ca26560c1","record_version_id":"af32a66061341f873405c7769347c1d5536b521400894559da6945920f3aea33","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"842a7a83e4bd1e3ba5bdbf81d0dd568f7aceafd776dacc78a550dde6f41da061","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON 301\",\"field\":\"description\",\"quote\":\"Contemporary theory of consumption, production, pricing and resource allocation.\"},{\"course_id\":\"ECON 311\",\"field\":\"description\",\"quote\":\"A mathematical approach to the theory of consumption, production, pricing and resource allocation.\"}],\"text\":\"Intermediate microeconomic theory\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry\"}],\"text\":\"Calculus\"}],\"search_phrases\":[\"industrial organization oligopoly\",\"imperfect competition theory\",\"monopolistic competition\",\"product differentiation economics\",\"industrial organization game theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"study of oligopolistic behavior\"}],\"text\":\"Analyze oligopolistic behavior\"},{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"monopolistic competition\"}],\"text\":\"Understand monopolistic competition\"},{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"product differentiation\"}],\"text\":\"Analyze product differentiation\"},{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"dynamic behavior of competitive industries under uncertainty\"}],\"text\":\"Analyze dynamic industry behavior under uncertainty\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"title\",\"quote\":\"INDUSTRIAL ORGANIZATION AND IMPERFECT COMPETITION\"},{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"An overview of the theory of industrial organization\"}],\"text\":\"Overview of industrial organization theory covering oligopoly, monopolistic competition, product differentiation, and dynamic competitive behavior under uncertainty.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"oligopolistic behavior\"}],\"text\":\"Oligopolistic behavior\"},{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"monopolistic competition\"}],\"text\":\"Monopolistic competition\"},{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"product differentiation\"}],\"text\":\"Product differentiation\"},{\"evidence\":[{\"course_id\":\"ECON 468\",\"field\":\"description\",\"quote\":\"dynamic behavior of competitive industries under uncertainty\"}],\"text\":\"Dynamic behavior of competitive industries under uncertainty\"}]}","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_70d17d1d3875548d1489cae7","course_id":"ECON 468","catalog_version_id":"5540aeb0453fd4e342ff28e3cf81586b989ca0e049109c2b4afb3d3ca26560c1","record_version_id":"af32a66061341f873405c7769347c1d5536b521400894559da6945920f3aea33","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"842a7a83e4bd1e3ba5bdbf81d0dd568f7aceafd776dacc78a550dde6f41da061","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Houde is the most disorganized professor I've seen in my life. And it is outrageous to cancel the lecture one hour before the lecture. It seems that he does not like teaching.\",\"course_id\":\"ECON 468\",\"date\":\"2010-12-18 04:04:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"56aa1c1c5a5f29f1ccb84889\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE3OTg3MTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"Awful lectures, problem sets and exams. Does not do practice problems that relate to homework or exams in class. The things he does talk about he does not explain very well. 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No book and a ton of notes on the board that can get messy at times.  Homework is impossible and no examples to get you started/guide you.  Very nice guy though and genuinely passionate about teaching and the students, and a nice curve.\",\"course_id\":\"ECON 468\",\"date\":\"2011-09-19 01:19:44 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"98ff439ed7be5fc1b574731f\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"Awful lectures, problem sets and exams. Does not do practice problems that relate to homework or exams in class. The things he does talk about he does not explain very well. 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Very nice guy though and genuinely passionate about teaching and the students, and a nice curve.\",\"course_id\":\"ECON 468\",\"date\":\"2011-09-19 01:19:44 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"98ff439ed7be5fc1b574731f\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"}],\"evidence_count\":2,\"review_ids\":[\"56aa1c1c5a5f29f1ccb84889\",\"98ff439ed7be5fc1b574731f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1184265\",\"name\":\"Jean-Francois Houde\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2010\"},\"sentiment\":\"negative\",\"summary\":\"Professors are criticized for being disorganized, including last-minute cancellations and messy board work.\"}]}","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_70d17d1d3875548d1489cae7","course_id":"ECON 468","catalog_version_id":"5540aeb0453fd4e342ff28e3cf81586b989ca0e049109c2b4afb3d3ca26560c1","record_version_id":"af32a66061341f873405c7769347c1d5536b521400894559da6945920f3aea33","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"842a7a83e4bd1e3ba5bdbf81d0dd568f7aceafd776dacc78a550dde6f41da061","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3e1103c0d78762ad44621898376bf12d64233c69d981dd67c4ad6997de4037d2\",\"course_id\":\"ECON 468\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b8aa2860578ab21bf4c05974\",\"message\":\"No course-specific reviews available\",\"name\":\"Panle Barwick\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.88 GPA, 95.5% A/AB (n=44 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2011-09-19 01:19:44 +0000 UTC\",\"review_id\":\"98ff439ed7be5fc1b574731f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2018-12-16 01:05:10 +0000 UTC\",\"review_id\":\"57e7803084d977eed2098a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jean-Francois Houde, Rasmus Lentz: Reviewers report that homework is impossible with no guiding examples, and exams or problem sets are incredibly difficult. Preparation requires navigating messy board notes and a lack of practice problems that relate to assessments.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2011-09-19 01:19:44 +0000 UTC\",\"review_id\":\"98ff439ed7be5fc1b574731f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"}],\"text\":\"Panle Barwick is the current instructor for ECON 468. No reviews are available for her teaching, so historical feedback focuses on previous instructors Jean-Francois Houde and Rasmus Lentz.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2010-12-18 04:04:42 +0000 UTC\",\"review_id\":\"56aa1c1c5a5f29f1ccb84889\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE3OTg3MTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2011-09-19 01:19:44 +0000 UTC\",\"review_id\":\"98ff439ed7be5fc1b574731f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2018-12-16 01:05:10 +0000 UTC\",\"review_id\":\"57e7803084d977eed2098a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"}],\"text\":\"Historical reviews describe ECON 468 as disorganized and difficult, with complaints about cancellations, messy notes, and impossible homework. While one instructor was praised for passion and a nice curve, others were criticized for poor explanations and awful problem sets.\"},{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.12 GPA, 58.7% A/AB (n=46 letter grades); Spring 2025: 3.47 GPA, 71.1% A/AB (n=76 letter grades); Spring 2026: 3.88 GPA, 95.5% A/AB (n=44 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2010-12-18 04:04:42 +0000 UTC\",\"review_id\":\"56aa1c1c5a5f29f1ccb84889\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE3OTg3MTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2011-09-19 01:19:44 +0000 UTC\",\"review_id\":\"98ff439ed7be5fc1b574731f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTE5MDA3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2018-12-16 01:05:10 +0000 UTC\",\"review_id\":\"57e7803084d977eed2098a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTMxMDQ3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jean-Francois Houde, Rasmus Lentz: Students found lectures disorganized and confusing, with one instructor canceling class last minute. While one professor was genuinely passionate and nice, others failed to explain concepts well or provide relevant practice, leading to frustration with the course structure.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"JEAN-FRANCOIS HOUDE is recorded teaching in Fall 2006, Spring 2008, Fall 2009, Fall 2010, Spring 2012, Fall 2018, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"source_record\":{\"entity_id\":\"030e093c-c3a6-3091-b521-f7a7639bc5f7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"PANLE BARWICK is recorded teaching in Spring 2026. 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}]