[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7cc53b07a375e4952511fc72aa23537f45f989bc8929e4747f3a2b35a6a2ad7f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ABT 720and730\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":720,\"minimum_grade\":null,\"subjects\":[\"ABT\"],\"timing\":\"prior\"},\"evidence\":\"ABT 720\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":730,\"minimum_grade\":null,\"subjects\":[\"ABT\"],\"timing\":\"prior\"},\"evidence\":\"730\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'ABT 720and730' appears to be a concatenation of two course codes without a space or explicit boolean operator. Based on the linked_courses list containing both ABT 720 and ABT 730, and the context of a capstone course\",\"The parser interprets the adjacency of two required linked courses as an AND condition (n0 is 'all').\",\"The text 'ABT 720and730' is ambiguous regarding whether it implies a single combined requirement or two separate prerequisites. The linked_courses list confirms both are relevant.\",\"No explicit boolean operator (AND/OR) is present in the source text between the course codes.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7cc53b07a375e4952511fc72aa23537f45f989bc8929e4747f3a2b35a6a2ad7f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ABT 720\",\"field\":\"description\",\"quote\":\"Principles of descriptive and inferential statistics with applications in biotechnology including experimental design, quantitative data analysis, and bioinformatic evaluation of complex molecular and biological data sets.\"},{\"course_id\":\"ABT 730\",\"field\":\"description\",\"quote\":\"Introduce diverse strategies for computational analysis of macromolecular data using Python including sequence alignment, genome annotation, data retrieval from databases, phylogenetic analysis, and molecular evolution.\"}],\"text\":\"Foundational knowledge in biostatistics, experimental design, and Python-based bioinformatics.\"}],\"search_phrases\":[\"bioinformatics tools application\",\"bioinformatic data analysis project\",\"ABT 785 bioinformatics capstone\",\"bioinformatic workflow implementation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Exploration and application of existing bioinformatic tools.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Implementation of pre-coded solutions to data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Complete a project that generates a multi-system workflow to solve bioinformatic problems.\"}],\"text\":\"Application of bioinformatic tools, data wrangling, visualization, and multi-system workflow development.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"title\",\"quote\":\"APPLICATION OF BIOINFORMATICS\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Exploration and application of existing bioinformatic tools. Implementation of pre-coded solutions to data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"}],\"text\":\"Application of bioinformatics tools to solve data acquisition, analysis, and modeling problems through a multi-system workflow project.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"multi-system workflow to solve bioinformatic problems.\"}],\"text\":\"Bioinformatic data acquisition, wrangling, analysis, visualization, and structural modeling.\"}]}","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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7cc53b07a375e4952511fc72aa23537f45f989bc8929e4747f3a2b35a6a2ad7f","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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e2a5085683c47df0493abcfaaeabbd8bb04210cbbcfa1420be238c3e1af62ccf","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ABT 720and730\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":720,\"minimum_grade\":null,\"subjects\":[\"ABT\"],\"timing\":\"prior\"},\"evidence\":\"ABT 720\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":730,\"minimum_grade\":null,\"subjects\":[\"ABT\"],\"timing\":\"prior\"},\"evidence\":\"730\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'ABT 720and730' appears to be a concatenation of two course codes without a space or explicit boolean operator. Based on the linked_courses list containing both ABT 720 and ABT 730, and the context of a capstone course\",\"The parser interprets the adjacency of two required linked courses as an AND condition (n0 is 'all').\",\"The text 'ABT 720and730' is ambiguous regarding whether it implies a single combined requirement or two separate prerequisites. The linked_courses list confirms both are relevant.\",\"No explicit boolean operator (AND/OR) is present in the source text between the course codes.\"],\"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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e2a5085683c47df0493abcfaaeabbd8bb04210cbbcfa1420be238c3e1af62ccf","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ABT 720\",\"field\":\"description\",\"quote\":\"Principles of descriptive and inferential statistics with applications in biotechnology including experimental design, quantitative data analysis, and bioinformatic evaluation of complex molecular and biological data sets.\"},{\"course_id\":\"ABT 730\",\"field\":\"description\",\"quote\":\"Introduce diverse strategies for computational analysis of macromolecular data using Python including sequence alignment, genome annotation, data retrieval from databases, phylogenetic analysis, and molecular evolution.\"}],\"text\":\"Foundational knowledge in biostatistics, experimental design, and Python-based bioinformatics.\"}],\"search_phrases\":[\"bioinformatics tools application\",\"bioinformatic data analysis project\",\"ABT 785 bioinformatics capstone\",\"bioinformatic workflow implementation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Exploration and application of existing bioinformatic tools.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Implementation of pre-coded solutions to data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Complete a project that generates a multi-system workflow to solve bioinformatic problems.\"}],\"text\":\"Application of bioinformatic tools, data wrangling, visualization, and multi-system workflow development.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"title\",\"quote\":\"APPLICATION OF BIOINFORMATICS\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Exploration and application of existing bioinformatic tools. Implementation of pre-coded solutions to data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"}],\"text\":\"Application of bioinformatics tools to solve data acquisition, analysis, and modeling problems through a multi-system workflow project.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"multi-system workflow to solve bioinformatic problems.\"}],\"text\":\"Bioinformatic data acquisition, wrangling, analysis, visualization, and structural modeling.\"}]}","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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e2a5085683c47df0493abcfaaeabbd8bb04210cbbcfa1420be238c3e1af62ccf","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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e710c6e100ac81c9a61d93cf94cd0d4548fe392e04d0c7f7f6138d8c2c3ea42d","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ABT 720and730\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":720,\"minimum_grade\":null,\"subjects\":[\"ABT\"],\"timing\":\"prior\"},\"evidence\":\"ABT 720\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":730,\"minimum_grade\":null,\"subjects\":[\"ABT\"],\"timing\":\"prior\"},\"evidence\":\"730\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'ABT 720and730' appears to be a concatenation of two course codes without a space or explicit boolean operator. Based on the linked_courses list containing both ABT 720 and ABT 730, and the context of a capstone course\",\"The parser interprets the adjacency of two required linked courses as an AND condition (n0 is 'all').\",\"The text 'ABT 720and730' is ambiguous regarding whether it implies a single combined requirement or two separate prerequisites. The linked_courses list confirms both are relevant.\",\"No explicit boolean operator (AND/OR) is present in the source text between the course codes.\"],\"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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e710c6e100ac81c9a61d93cf94cd0d4548fe392e04d0c7f7f6138d8c2c3ea42d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ABT 720\",\"field\":\"description\",\"quote\":\"Principles of descriptive and inferential statistics with applications in biotechnology including experimental design, quantitative data analysis, and bioinformatic evaluation of complex molecular and biological data sets.\"},{\"course_id\":\"ABT 730\",\"field\":\"description\",\"quote\":\"Introduce diverse strategies for computational analysis of macromolecular data using Python including sequence alignment, genome annotation, data retrieval from databases, phylogenetic analysis, and molecular evolution.\"}],\"text\":\"Foundational knowledge in biostatistics, experimental design, and Python-based bioinformatics.\"}],\"search_phrases\":[\"bioinformatics tools application\",\"bioinformatic data analysis project\",\"ABT 785 bioinformatics capstone\",\"bioinformatic workflow implementation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Exploration and application of existing bioinformatic tools.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Implementation of pre-coded solutions to data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Complete a project that generates a multi-system workflow to solve bioinformatic problems.\"}],\"text\":\"Application of bioinformatic tools, data wrangling, visualization, and multi-system workflow development.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"title\",\"quote\":\"APPLICATION OF BIOINFORMATICS\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"Exploration and application of existing bioinformatic tools. Implementation of pre-coded solutions to data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"}],\"text\":\"Application of bioinformatics tools to solve data acquisition, analysis, and modeling problems through a multi-system workflow project.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"data acquisition, wrangling, analysis, visualization, and structural modeling problems.\"},{\"course_id\":\"ABT 785\",\"field\":\"description\",\"quote\":\"multi-system workflow to solve bioinformatic problems.\"}],\"text\":\"Bioinformatic data acquisition, wrangling, analysis, visualization, and structural modeling.\"}]}","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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e710c6e100ac81c9a61d93cf94cd0d4548fe392e04d0c7f7f6138d8c2c3ea42d","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_45db8b1b7b0f7ca0783371c6","course_id":"ABT 785","catalog_version_id":"70270e50fda747e54b6f496fd545ab2fef37ff866c9f285491136b9f967315e8","record_version_id":"3670441d9d9c179016161cc98d2fe1de8a9a0a55cbe22891080f57c623891119","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e710c6e100ac81c9a61d93cf94cd0d4548fe392e04d0c7f7f6138d8c2c3ea42d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"95f645848ffcafa7df684eff2109da46fc310c19385b49cdf645610152bd121b\",\"course_id\":\"ABT 785\",\"current_instructors\":[{\"instructor_uid\":\"instructor_fdc4b4df08b1bb55cd33fd1d\",\"message\":\"No course-specific reviews available\",\"name\":\"Natalie Betz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ABT 785\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"source_record\":{\"entity_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ABT 785\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"source_record\":{\"entity_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ABT 785\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"source_record\":{\"entity_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ABT 785\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"source_record\":{\"entity_id\":\"8a30d433-35ea-3a68-896a-6b276eca320b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"NATALIE BETZ is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 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}]