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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"LONES SMITH is recorded teaching in Fall 2010, Fall 2014, Fall 2015, Fall 2018, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"MARZENA ROSTEK is recorded teaching in Fall 2006, Fall 2020. 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Great class overall!\",\"course_id\":\"ECON 805\",\"date\":\"2012-05-16 13:39:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9ef66825156f822452cd9184\",\"instructor_id\":\"rmp:1562944\",\"instructor_name\":\"Antonio Penta\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwMjk0MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1562944\"}],\"evidence_count\":1,\"review_ids\":[\"9ef66825156f822452cd9184\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1562944\",\"name\":\"Antonio Penta\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Lectures are insightful but can be difficult to follow due to the instructor's advanced level.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Extremely insightful lectures - sometimes hard to follow all the details (he is so damn smart and I am kind of slow), but do learn a lot by reading lecture notes and papers. Great class overall!\",\"course_id\":\"ECON 805\",\"date\":\"2012-05-16 13:39:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9ef66825156f822452cd9184\",\"instructor_id\":\"rmp:1562944\",\"instructor_name\":\"Antonio Penta\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwMjk0MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1562944\"}],\"evidence_count\":1,\"review_ids\":[\"9ef66825156f822452cd9184\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1562944\",\"name\":\"Antonio Penta\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, students learn a lot and consider it a great class.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Extremely insightful lectures - sometimes hard to follow all the details (he is so damn smart and I am kind of slow), but do learn a lot by reading lecture notes and papers. Great class overall!\",\"course_id\":\"ECON 805\",\"date\":\"2012-05-16 13:39:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9ef66825156f822452cd9184\",\"instructor_id\":\"rmp:1562944\",\"instructor_name\":\"Antonio Penta\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwMjk0MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1562944\"}],\"evidence_count\":1,\"review_ids\":[\"9ef66825156f822452cd9184\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1562944\",\"name\":\"Antonio Penta\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"Students learn by reading lecture notes and papers, suggesting a self-study component.\"}]}","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_25bf04d6c2b8be8edb83a850","course_id":"ECON 805","catalog_version_id":"b449d730810b101648942f60a84e12031a2d16c4aae8811b517657eeeccadf6d","record_version_id":"c9710afb6e5d92e3be9ccbc87f0efa5a92074338b89095011d6e4b36e833960a","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"75d4b1c80b365ca4a4ebae6c18e2744f142e1fed95d26a73d8ddca2de8508313","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"62818edc3422eb3ccf734c3d8bc6b86c0b46d068cf245af40e15a76c89826dd8\",\"course_id\":\"ECON 805\",\"current_instructors\":[{\"instructor_uid\":\"instructor_2274ba835e93668fcf1c1912\",\"message\":\"No course-specific reviews available\",\"name\":\"Lones Smith\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2018: 3.83 GPA, 100.0% A/AB (n=9 letter grades); Fall 2020: 3.75 GPA, 100.0% A/AB (n=6 letter grades); Fall 2021: 3.64 GPA, 71.4% A/AB (n=7 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_841f88619769c5a66b09b5c7\",\"message\":\"No course-specific reviews available\",\"name\":\"Marzena Rostek\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1384030\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2006: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Fall 2020: 3.75 GPA, 100.0% A/AB (n=6 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Antonio Penta\",\"review_date\":\"2012-05-16 13:39:11 +0000 UTC\",\"review_id\":\"9ef66825156f822452cd9184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1562944\",\"source_review_id\":\"UmF0aW5nLTIwMjk0MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1562944\",\"type\":\"review\"}],\"text\":\"Historical reviews of Antonio Penta: Students report high difficulty, noting that understanding requires significant effort in reading lecture notes and papers.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Antonio Penta\",\"review_date\":\"2012-05-16 13:39:11 +0000 UTC\",\"review_id\":\"9ef66825156f822452cd9184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1562944\",\"source_review_id\":\"UmF0aW5nLTIwMjk0MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1562944\",\"type\":\"review\"}],\"text\":\"Antonio Penta, a historical instructor, provided extremely insightful lectures that were sometimes difficult to follow due to their complexity. Reviewers noted that while the material was challenging, students learned significantly by reading lecture notes and papers, resulting in a great class overall.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Antonio Penta\",\"review_date\":\"2012-05-16 13:39:11 +0000 UTC\",\"review_id\":\"9ef66825156f822452cd9184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1562944\",\"source_review_id\":\"UmF0aW5nLTIwMjk0MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1562944\",\"type\":\"review\"}],\"text\":\"Historical reviews describe the course as insightful and great overall, though lectures can be difficult to follow due to their complexity.\"},{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 3.64 GPA, 71.4% A/AB (n=7 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Antonio Penta\",\"review_date\":\"2012-05-16 13:39:11 +0000 UTC\",\"review_id\":\"9ef66825156f822452cd9184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1562944\",\"source_review_id\":\"UmF0aW5nLTIwMjk0MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1562944\",\"type\":\"review\"}],\"text\":\"Historical reviews of Antonio Penta: Reviewers found the class rewarding, stating they learned a lot despite the challenging nature of the material.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"ANTONIO PENTA is recorded teaching in Fall 2011, Fall 2012, Fall 2013, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"LONES SMITH is recorded teaching in Fall 2010, Fall 2014, Fall 2015, Fall 2018, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECON 805\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"source_record\":{\"entity_id\":\"332b1595-dd93-379d-9e6d-22a313cf23b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"MARZENA ROSTEK is recorded teaching in Fall 2006, Fall 2020. 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}]