[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ba5c61ffd251897b02b695f8d722cc17a62d2b21cba03f28803592d0b8ac2314","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":0,\"minimum_grade\":null,\"subjects\":[\"Graduate/professional standing\"],\"timing\":\"prior\"},\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[\"The condition 'Graduate/professional standing' is not a course in linked_courses. It is a standing requirement. The parser treats it as a condition leaf. Since it is not a course, it cannot be a course node. The root is n1 (the condition).\"],\"root\":\"n1\",\"status\":\"needs_review\"}","error":"Unreachable nodes: n0; connect all conditions and exclusions to the root.","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ba5c61ffd251897b02b695f8d722cc17a62d2b21cba03f28803592d0b8ac2314","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 730\",\"field\":\"description\",\"quote\":\"Knowledge of basic probability analysis [such asE C E 331,STAT/MATH 431, orSTAT 311] strongly encouraged.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Probability theory and random processes\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems. Probability of error, design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels. Spread spectrum communication systems.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Digital communication systems and signal processing\"}],\"search_phrases\":[\"mobile wireless communication systems\",\"CDMA DS-SS signaling\",\"adaptive receivers\",\"interference suppression\",\"diversity techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective.\"}],\"text\":\"Design and analysis of mobile wireless communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation, diversity, and interference suppression\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective. Emphasis on code-division multiple-access (CDMA) systems employing direct-sequence spread-spectrum (DS-SS) signaling.\"}],\"text\":\"ECE 736 covers the theory, design, and analysis of mobile wireless communication systems, focusing on CDMA and DS-SS signaling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Mobile wireless channel characterization\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation of DS-SS signals\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Diversity techniques\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Interference suppression methods\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Low-complexity adaptive receivers\"}]}","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ba5c61ffd251897b02b695f8d722cc17a62d2b21cba03f28803592d0b8ac2314","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ca5623178ffd9b520178c6eca79917ef417cdf77f0b58e4b4eaa73ce72e514d1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ca5623178ffd9b520178c6eca79917ef417cdf77f0b58e4b4eaa73ce72e514d1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 730\",\"field\":\"description\",\"quote\":\"Knowledge of basic probability analysis [such asE C E 331,STAT/MATH 431, orSTAT 311] strongly encouraged.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Probability theory and random processes\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems. Probability of error, design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels. Spread spectrum communication systems.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Digital communication systems and signal processing\"}],\"search_phrases\":[\"mobile wireless communication systems\",\"CDMA DS-SS signaling\",\"adaptive receivers\",\"interference suppression\",\"diversity techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective.\"}],\"text\":\"Design and analysis of mobile wireless communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation, diversity, and interference suppression\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective. Emphasis on code-division multiple-access (CDMA) systems employing direct-sequence spread-spectrum (DS-SS) signaling.\"}],\"text\":\"ECE 736 covers the theory, design, and analysis of mobile wireless communication systems, focusing on CDMA and DS-SS signaling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Mobile wireless channel characterization\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation of DS-SS signals\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Diversity techniques\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Interference suppression methods\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Low-complexity adaptive receivers\"}]}","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ca5623178ffd9b520178c6eca79917ef417cdf77f0b58e4b4eaa73ce72e514d1","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-789789da373eecc1ff75f626","output_id":"1d0835721d6d1a2d07faf33add3dd4f068e0ad01ee13e772c678fe9418fdcb40","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional 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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-789789da373eecc1ff75f626","output_id":"1d0835721d6d1a2d07faf33add3dd4f068e0ad01ee13e772c678fe9418fdcb40","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 730\",\"field\":\"description\",\"quote\":\"Knowledge of basic probability analysis [such asE C E 331,STAT/MATH 431, orSTAT 311] strongly encouraged.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Probability theory and random processes\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems. Probability of error, design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels. Spread spectrum communication systems.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Digital communication systems and signal processing\"}],\"search_phrases\":[\"mobile wireless communication systems\",\"CDMA DS-SS signaling\",\"adaptive receivers\",\"interference suppression\",\"diversity techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective.\"}],\"text\":\"Design and analysis of mobile wireless communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation, diversity, and interference suppression\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective. Emphasis on code-division multiple-access (CDMA) systems employing direct-sequence spread-spectrum (DS-SS) signaling.\"}],\"text\":\"ECE 736 covers the theory, design, and analysis of mobile wireless communication systems, focusing on CDMA and DS-SS signaling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Mobile wireless channel characterization\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation of DS-SS signals\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Diversity techniques\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Interference suppression methods\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Low-complexity adaptive receivers\"}]}","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-789789da373eecc1ff75f626","output_id":"1d0835721d6d1a2d07faf33add3dd4f068e0ad01ee13e772c678fe9418fdcb40","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b55e092c1a4b7744c6183c25c187a95e6230bb05f598fa17e8d5755318cdfd2","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b55e092c1a4b7744c6183c25c187a95e6230bb05f598fa17e8d5755318cdfd2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 730\",\"field\":\"description\",\"quote\":\"Knowledge of basic probability analysis [such asE C E 331,STAT/MATH 431, orSTAT 311] strongly encouraged.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Probability theory and random processes\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems. Probability of error, design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels. Spread spectrum communication systems.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Digital communication systems and signal processing\"}],\"search_phrases\":[\"mobile wireless communication systems\",\"CDMA DS-SS signaling\",\"adaptive receivers\",\"interference suppression\",\"diversity techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective.\"}],\"text\":\"Design and analysis of mobile wireless communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation, diversity, and interference suppression\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective. Emphasis on code-division multiple-access (CDMA) systems employing direct-sequence spread-spectrum (DS-SS) signaling.\"}],\"text\":\"ECE 736 covers the theory, design, and analysis of mobile wireless communication systems, focusing on CDMA and DS-SS signaling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Mobile wireless channel characterization\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation of DS-SS signals\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Diversity techniques\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Interference suppression methods\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Low-complexity adaptive receivers\"}]}","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b55e092c1a4b7744c6183c25c187a95e6230bb05f598fa17e8d5755318cdfd2","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b55e092c1a4b7744c6183c25c187a95e6230bb05f598fa17e8d5755318cdfd2","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"37b40316e4d90c563671b0e8546c31fcc917678c8d76772eec68c284f0e66e57\",\"course_id\":\"ECE 736\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"10422c29-9894-3c9f-a8c6-c984d3692ec6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ECE 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"10422c29-9894-3c9f-a8c6-c984d3692ec6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECE 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"10422c29-9894-3c9f-a8c6-c984d3692ec6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2014: 3.50 GPA, 62.5% A/AB (n=8 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=5 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=9 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},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"13fd97de4a5efd2682a5a241877cc64c06af20129901f6aab6236dbd992435c5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"13fd97de4a5efd2682a5a241877cc64c06af20129901f6aab6236dbd992435c5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 730\",\"field\":\"description\",\"quote\":\"Knowledge of basic probability analysis [such asE C E 331,STAT/MATH 431, orSTAT 311] strongly encouraged.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Probability theory and random processes\"},{\"evidence\":[{\"course_id\":\"ECE 437\",\"field\":\"description\",\"quote\":\"Statistical analysis of information transmission systems. Probability of error, design of receivers for digital transmission through additive white Gaussian noise channels and bandlimited channels. Spread spectrum communication systems.\"},{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Knowledge of probability [such asE C E 730] and digital communication [such asE C E 437] strongly encouraged.\"}],\"text\":\"Digital communication systems and signal processing\"}],\"search_phrases\":[\"mobile wireless communication systems\",\"CDMA DS-SS signaling\",\"adaptive receivers\",\"interference suppression\",\"diversity techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective.\"}],\"text\":\"Design and analysis of mobile wireless communication systems\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation, diversity, and interference suppression\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Theory, design and analysis of mobile wireless communication systems from a signal processing perspective. Emphasis on code-division multiple-access (CDMA) systems employing direct-sequence spread-spectrum (DS-SS) signaling.\"}],\"text\":\"ECE 736 covers the theory, design, and analysis of mobile wireless communication systems, focusing on CDMA and DS-SS signaling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Mobile wireless channel characterization\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Demodulation of DS-SS signals\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Diversity techniques\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Interference suppression methods\"},{\"evidence\":[{\"course_id\":\"ECE 736\",\"field\":\"description\",\"quote\":\"Topics include characterization of mobile wireless channels, demodulation of DS-SS signals, diversity techniques, interference suppression methods, and low-complexity adaptive receivers.\"}],\"text\":\"Low-complexity adaptive receivers\"}]}","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_ca990cf5f66dcd4f603d5499","course_id":"ECE 736","catalog_version_id":"ed0fc31755cc392651bb24597b58e267ce4c0ee7a5b7c33d3b7145fcbc1516c9","record_version_id":"365a6c6d205351f3d01e7353451bada1d2d61bf3b60e57a7a55473f67a468a38","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"13fd97de4a5efd2682a5a241877cc64c06af20129901f6aab6236dbd992435c5","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}]