[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1922cb0bd51cacc65b4a3201139b519a54e28f1a4606cb4ec3febb64f29e027e","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 203or330), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":203,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 203\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"330\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"The term 'member of Engineering Guest Students' is a verbatim condition leaf but lacks a canonical linked course reference; it is treated as a condition. If this implies a specific program status not captured by 'graduate/professional', it2\",\"The input text '(E C E 203or330)' is parsed as an OR between ECE 203 and ECE 330 based on the 'or' keyword and the structure of the other options.\"],\"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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1922cb0bd51cacc65b4a3201139b519a54e28f1a4606cb4ec3febb64f29e027e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 203\",\"field\":\"description\",\"quote\":\"Introduction to the signals, information, and computational techniques in electrical engineering.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Foundational knowledge in signals, information theory, and system analysis from ECE 203 or ECE 330.\"}],\"search_phrases\":[\"communication systems statistical analysis\",\"digital transmission receivers\",\"spread spectrum systems\",\"channel capacity coding\",\"ECE 437 communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems.\"}],\"text\":\"Statistical analysis of information transmission systems.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels.\"}],\"text\":\"Design of receivers for digital transmission.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Spread spectrum communication systems.\"}],\"text\":\"Understanding spread spectrum communication systems.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Channel capacity, source and error control coding.\"}],\"text\":\"Analysis of channel capacity and error control coding.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"title\",\"quote\":\"COMMUNICATION SYSTEMS II\"},{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems.\"}],\"text\":\"ECE 437 covers statistical analysis of information transmission, including receiver design, spread spectrum, and coding.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Probability of error\"}],\"text\":\"Probability of error\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"additive white Gaussian noise channels and bandlimited channels\"}],\"text\":\"Additive white Gaussian noise and bandlimited channels\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Spread spectrum communication systems\"}],\"text\":\"Spread spectrum communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Channel capacity, source and error control coding\"}],\"text\":\"Channel capacity and error control coding\"}]}","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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1922cb0bd51cacc65b4a3201139b519a54e28f1a4606cb4ec3febb64f29e027e","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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e2d4ddb0a9096cd4e35f0026e2e36284442512ae1ab3068e4ff1ba8f4655bc7a","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 203or330), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":203,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 203\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"330\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"The term 'member of Engineering Guest Students' is a verbatim condition leaf but lacks a canonical linked course reference; it is treated as a condition. If this implies a specific program status not captured by 'graduate/professional', it2\",\"The input text '(E C E 203or330)' is parsed as an OR between ECE 203 and ECE 330 based on the 'or' keyword and the structure of the other options.\"],\"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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e2d4ddb0a9096cd4e35f0026e2e36284442512ae1ab3068e4ff1ba8f4655bc7a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 203\",\"field\":\"description\",\"quote\":\"Introduction to the signals, information, and computational techniques in electrical engineering.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Foundational knowledge in signals, information theory, and system analysis from ECE 203 or ECE 330.\"}],\"search_phrases\":[\"communication systems statistical analysis\",\"digital transmission receivers\",\"spread spectrum systems\",\"channel capacity coding\",\"ECE 437 communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems.\"}],\"text\":\"Statistical analysis of information transmission systems.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels.\"}],\"text\":\"Design of receivers for digital transmission.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Spread spectrum communication systems.\"}],\"text\":\"Understanding spread spectrum communication systems.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Channel capacity, source and error control coding.\"}],\"text\":\"Analysis of channel capacity and error control coding.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"title\",\"quote\":\"COMMUNICATION SYSTEMS II\"},{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems.\"}],\"text\":\"ECE 437 covers statistical analysis of information transmission, including receiver design, spread spectrum, and coding.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Probability of error\"}],\"text\":\"Probability of error\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"additive white Gaussian noise channels and bandlimited channels\"}],\"text\":\"Additive white Gaussian noise and bandlimited channels\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Spread spectrum communication systems\"}],\"text\":\"Spread spectrum communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Channel capacity, source and error control coding\"}],\"text\":\"Channel capacity and error control coding\"}]}","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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e2d4ddb0a9096cd4e35f0026e2e36284442512ae1ab3068e4ff1ba8f4655bc7a","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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f7163a6224b9070079274dfa3b777f421dc967ea5651f29bb18c8c481ade7973","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 203or330), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":203,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 203\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"330\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"The term 'member of Engineering Guest Students' is a verbatim condition leaf but lacks a canonical linked course reference; it is treated as a condition. If this implies a specific program status not captured by 'graduate/professional', it2\",\"The input text '(E C E 203or330)' is parsed as an OR between ECE 203 and ECE 330 based on the 'or' keyword and the structure of the other options.\"],\"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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f7163a6224b9070079274dfa3b777f421dc967ea5651f29bb18c8c481ade7973","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 203\",\"field\":\"description\",\"quote\":\"Introduction to the signals, information, and computational techniques in electrical engineering.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Foundational knowledge in signals, information theory, and system analysis from ECE 203 or ECE 330.\"}],\"search_phrases\":[\"communication systems statistical analysis\",\"digital transmission receivers\",\"spread spectrum systems\",\"channel capacity coding\",\"ECE 437 communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems.\"}],\"text\":\"Statistical analysis of information transmission systems.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels.\"}],\"text\":\"Design of receivers for digital transmission.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Spread spectrum communication systems.\"}],\"text\":\"Understanding spread spectrum communication systems.\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Channel capacity, source and error control coding.\"}],\"text\":\"Analysis of channel capacity and error control coding.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"title\",\"quote\":\"COMMUNICATION SYSTEMS II\"},{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems.\"}],\"text\":\"ECE 437 covers statistical analysis of information transmission, including receiver design, spread spectrum, and coding.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Probability of error\"}],\"text\":\"Probability of error\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"additive white Gaussian noise channels and bandlimited channels\"}],\"text\":\"Additive white Gaussian noise and bandlimited channels\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Spread spectrum communication systems\"}],\"text\":\"Spread spectrum communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Channel capacity, source and error control coding\"}],\"text\":\"Channel capacity and error control coding\"}]}","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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f7163a6224b9070079274dfa3b777f421dc967ea5651f29bb18c8c481ade7973","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_8882696e9f9c3fba0f0ea447","course_id":"ECE 437","catalog_version_id":"b6617a37cddc919462e7a24ad6e355a4472eb60dc6b14e8f5bec1e676480c165","record_version_id":"1d1f1257822168a6f24ec4f450c6dd516edc17de44b197b45ca4b096af6f59d9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f7163a6224b9070079274dfa3b777f421dc967ea5651f29bb18c8c481ade7973","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"37997fe833bb6612ed283c0ceb0098b455301e79c169b476a6b98095e981414a\",\"course_id\":\"ECE 437\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE 437\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"38bf54f3-5029-3eee-ac56-ba075283e19b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 437\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"38bf54f3-5029-3eee-ac56-ba075283e19b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 437\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"38bf54f3-5029-3eee-ac56-ba075283e19b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.67 GPA, 88.9% A/AB (n=9 letter grades); Spring 2025: 3.93 GPA, 100.0% A/AB (n=22 letter grades); Spring 2026: 3.82 GPA, 90.9% A/AB (n=11 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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}]