[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0cd7b83737372bdff4342aa54de7126742fd46dcb583ee6c76cba82c3e21542f","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0cd7b83737372bdff4342aa54de7126742fd46dcb583ee6c76cba82c3e21542f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Many of the causal inference methods that we discuss require statistical and computational training in order to implement.\"}],\"text\":\"Statistical and computational training\"}],\"search_phrases\":[\"public program evaluation\",\"Rubin Causal Model\",\"causal inference methods\",\"health policy solutions\",\"quasi-experimental research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation\"}],\"text\":\"Public program evaluation tools\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Establishes the distinction between causation from correlation using counterfactual thinking.\"}],\"text\":\"Counterfactual thinking for causation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Explores a wide variety of experimental and quasi-experimental research methods used to estimate causal effects, including randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Experimental and quasi-experimental methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"title\",\"quote\":\"DISCOVERING WHAT WORKS IN HEALTH POLICY\"},{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation, with an emphasis on understanding the forces that shape health and disease as well as various policy solutions.\"}],\"text\":\"Introduces public program evaluation tools and the Rubin Causal Model to estimate causal effects for health policy solutions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the Potential Outcomes Framework, also known as the Rubin Causal Model.\"}],\"text\":\"Potential Outcomes Framework / Rubin Causal Model\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Causal inference methods\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"understanding the forces that shape health and disease\"}],\"text\":\"Health and disease policy forces\"}]}","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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0cd7b83737372bdff4342aa54de7126742fd46dcb583ee6c76cba82c3e21542f","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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6b6c472a9eaf22ca215b38856f0b1f9875e751f602d27dbb4dbf1012d118731a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore 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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6b6c472a9eaf22ca215b38856f0b1f9875e751f602d27dbb4dbf1012d118731a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Many of the causal inference methods that we discuss require statistical and computational training in order to implement.\"}],\"text\":\"Statistical and computational training\"}],\"search_phrases\":[\"public program evaluation\",\"Rubin Causal Model\",\"causal inference methods\",\"health policy solutions\",\"quasi-experimental research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation\"}],\"text\":\"Public program evaluation tools\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Establishes the distinction between causation from correlation using counterfactual thinking.\"}],\"text\":\"Counterfactual thinking for causation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Explores a wide variety of experimental and quasi-experimental research methods used to estimate causal effects, including randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Experimental and quasi-experimental methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"title\",\"quote\":\"DISCOVERING WHAT WORKS IN HEALTH POLICY\"},{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation, with an emphasis on understanding the forces that shape health and disease as well as various policy solutions.\"}],\"text\":\"Introduces public program evaluation tools and the Rubin Causal Model to estimate causal effects for health policy solutions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the Potential Outcomes Framework, also known as the Rubin Causal Model.\"}],\"text\":\"Potential Outcomes Framework / Rubin Causal Model\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Causal inference methods\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"understanding the forces that shape health and disease\"}],\"text\":\"Health and disease policy forces\"}]}","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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6b6c472a9eaf22ca215b38856f0b1f9875e751f602d27dbb4dbf1012d118731a","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":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5fc40ed03cb8c568882fc5382527d54e04243b103ba01ef5ded07f9b79cd6eea","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore 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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5fc40ed03cb8c568882fc5382527d54e04243b103ba01ef5ded07f9b79cd6eea","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Many of the causal inference methods that we discuss require statistical and computational training in order to implement.\"}],\"text\":\"Statistical and computational training\"}],\"search_phrases\":[\"public program evaluation\",\"Rubin Causal Model\",\"causal inference methods\",\"health policy solutions\",\"quasi-experimental research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation\"}],\"text\":\"Public program evaluation tools\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Establishes the distinction between causation from correlation using counterfactual thinking.\"}],\"text\":\"Counterfactual thinking for causation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Explores a wide variety of experimental and quasi-experimental research methods used to estimate causal effects, including randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Experimental and quasi-experimental methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"title\",\"quote\":\"DISCOVERING WHAT WORKS IN HEALTH POLICY\"},{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation, with an emphasis on understanding the forces that shape health and disease as well as various policy solutions.\"}],\"text\":\"Introduces public program evaluation tools and the Rubin Causal Model to estimate causal effects for health policy solutions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the Potential Outcomes Framework, also known as the Rubin Causal Model.\"}],\"text\":\"Potential Outcomes Framework / Rubin Causal Model\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Causal inference methods\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"understanding the forces that shape health and disease\"}],\"text\":\"Health and disease policy forces\"}]}","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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5fc40ed03cb8c568882fc5382527d54e04243b103ba01ef5ded07f9b79cd6eea","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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52390ad727e8e60dace76f1462f6f9e0701c0a6e244dc654f5c385e39f7601d0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore 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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52390ad727e8e60dace76f1462f6f9e0701c0a6e244dc654f5c385e39f7601d0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Many of the causal inference methods that we discuss require statistical and computational training in order to implement.\"}],\"text\":\"Statistical and computational training\"}],\"search_phrases\":[\"public program evaluation\",\"Rubin Causal Model\",\"causal inference methods\",\"health policy solutions\",\"quasi-experimental research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation\"}],\"text\":\"Public program evaluation tools\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Establishes the distinction between causation from correlation using counterfactual thinking.\"}],\"text\":\"Counterfactual thinking for causation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Explores a wide variety of experimental and quasi-experimental research methods used to estimate causal effects, including randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Experimental and quasi-experimental methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"title\",\"quote\":\"DISCOVERING WHAT WORKS IN HEALTH POLICY\"},{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the key conceptual and methodological tools used in public program evaluation, with an emphasis on understanding the forces that shape health and disease as well as various policy solutions.\"}],\"text\":\"Introduces public program evaluation tools and the Rubin Causal Model to estimate causal effects for health policy solutions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"Introduces the Potential Outcomes Framework, also known as the Rubin Causal Model.\"}],\"text\":\"Potential Outcomes Framework / Rubin Causal Model\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"randomized experiments, regression, matching, instrumental variables, fixed effects, regression discontinuity, difference-in-differences, and synthetic control.\"}],\"text\":\"Causal inference methods\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 281\",\"field\":\"description\",\"quote\":\"understanding the forces that shape health and disease\"}],\"text\":\"Health and disease policy forces\"}]}","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_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52390ad727e8e60dace76f1462f6f9e0701c0a6e244dc654f5c385e39f7601d0","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1eace9dd80546961ffbe1f18","course_id":"PUBAFFR 281","catalog_version_id":"d38cfe2c603f229e710c4db8a331938b8fd80fd15c0582bdcf7da483c051bbed","record_version_id":"89723713373c339065d33d29a43ccab6c186a1401c60fd754a7847f967ff389a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52390ad727e8e60dace76f1462f6f9e0701c0a6e244dc654f5c385e39f7601d0","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"44336600b04f0cf78ac08fe195c7451102525896560bbe1b14ff35fb89375340\",\"course_id\":\"PUBAFFR 281\",\"current_instructors\":[{\"instructor_uid\":\"instructor_87eecaf75705a06e9e168f40\",\"message\":\"No course-specific reviews available\",\"name\":\"Jason Fletcher\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.70 GPA, 87.0% A/AB (n=23 letter grades); Fall 2025: 3.65 GPA, 83.3% A/AB (n=30 letter grades).\"}]},{\"instructor_uid\":\"instructor_3197197f2af348cfacb05674\",\"message\":\"No course-specific reviews available\",\"name\":\"Lauren Schmitz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.87 GPA, 94.3% A/AB (n=35 letter grades); Spring 2024: 3.86 GPA, 90.7% A/AB (n=43 letter grades); Spring 2025: 3.80 GPA, 88.1% A/AB (n=42 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.80 GPA, 88.1% A/AB (n=42 letter grades); Fall 2025: 3.82 GPA, 91.7% A/AB (n=60 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=44 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JASON FLETCHER is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 281\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"source_record\":{\"entity_id\":\"6342ff47-de39-3698-ae40-013afc76f368\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"LAUREN SCHMITZ is recorded teaching in Spring 2022, Spring 2023, Fall 2023, Spring 2024, Spring 2025. 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}]