[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3afc2ca2b997f710eb88a3a95ddba19c545cb3d1f016b9157b46036da11a82e3","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248); or graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248)\",\"id\":\"n2\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":523,\"minimum_grade\":null,\"subjects\":[\"PSYCH\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/ZOOLOGY 523\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":454,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 454\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 221\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 104,202,208, or248)\",\"id\":\"n6\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 208\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 248\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[\"n11\",\"n12\"],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"n11\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n12\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":610,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\"],\"timing\":\"prior\"},\"evidence\":\"NEURODPT/NTP 610\",\"id\":\"n13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":611,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\",\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/NEURODPT/NTP 611\",\"id\":\"n14\",\"kind\":\"course\"}],\"notes\":[\"PHYSICS 248 requires MATH 234 or 376; this is a prerequisite for the course itself, not an additional requirement for NTP 640 beyond the course credit.\",\"PSYCH/ZOOLOGY 523 is not fully described in lookups but is a linked course.\",\"PHYSICS 104, 202, 208, 248 are all linked courses.\",\"PSYCH 454 is a linked course.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nNode n0 references missing nodes: n1.\nNode n2 references itself; remove the self-reference.\nNode n6 references itself; remove the self-reference.\nNode n8: evidence 'PHYSICS 202' must quote an exact source substring.\nNode n9: evidence 'PHYSICS 208' must quote an exact source substring.\nNode n10: evidence 'PHYSICS 248' must quote an exact source substring.\nNode n11 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n10, n11, n12, n13, n14, n2, n3, n4, n5, n6, n7, n8, n9; 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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3afc2ca2b997f710eb88a3a95ddba19c545cb3d1f016b9157b46036da11a82e3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 454\",\"field\":\"description\",\"quote\":\"Biological basis of human and animal behaviors, including perception, action, cognition, social interaction and disease.\"},{\"course_id\":\"PSYCH 454\",\"field\":\"requirements_text\",\"quote\":\"PSYCH 202, (ZOOLOGY/BIOLOGY 101and102),ZOOLOGY/BIOLOGY/BOTANY 151, or (BIOCORE 381and382)\"}],\"text\":\"Biological basis of behavior and neural mechanisms\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry; applications; transcendental functions.\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound.\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics.\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Calculus-based physics (electricity, magnetism, optics, modern physics)\"}],\"search_phrases\":[\"computational neuroscience MATLAB\",\"neural modeling ICA dynamical systems\",\"biophysical neuron modeling\",\"whole brain analysis computational\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience methods\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems) and a computational problem set. Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB programming and computational problem solving\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling\"}],\"text\":\"Neural system modeling and analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL NEUROSCIENCE: FROM SINGLE CELLS TO WHOLE BRAIN MODELS\"},{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience course covering methods from single cells to whole brain models using MATLAB.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling, and different views on brain function.\"}],\"text\":\"Biophysical properties, neural plasticity, sensory systems, neural circuits\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems)\"}],\"text\":\"ICA, information theory, dynamical systems\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB introduction\"}]}","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3afc2ca2b997f710eb88a3a95ddba19c545cb3d1f016b9157b46036da11a82e3","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9df236f506282754873a1f936e6ee2c6fb9788cfe04f3b1509d85600eb7b2554","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r2\",\"r3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248); or graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"r1\",\"kind\":\"any\"},{\"children\":[\"r4\",\"r5\",\"r6\",\"r7\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248)\",\"id\":\"r2\",\"kind\":\"all\"},{\"children\":[\"r12\",\"r13\",\"r14\"],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"r3\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":523,\"minimum_grade\":null,\"subjects\":[\"PSYCH\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/ZOOLOGY 523\",\"id\":\"r4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":454,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 454\",\"id\":\"r5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 221\",\"id\":\"r6\",\"kind\":\"course\"},{\"children\":[\"r8\",\"r9\",\"r10\",\"r11\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 104,202,208, or248)\",\"id\":\"r7\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"r8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"r9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"r10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"r11\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"r12\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":610,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\"],\"timing\":\"prior\"},\"evidence\":\"NEURODPT/NTP 610\",\"id\":\"r13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":611,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\",\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/NEURODPT/NTP 611\",\"id\":\"r14\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"r1\",\"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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9df236f506282754873a1f936e6ee2c6fb9788cfe04f3b1509d85600eb7b2554","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 454\",\"field\":\"description\",\"quote\":\"Biological basis of human and animal behaviors, including perception, action, cognition, social interaction and disease.\"},{\"course_id\":\"PSYCH 454\",\"field\":\"requirements_text\",\"quote\":\"PSYCH 202, (ZOOLOGY/BIOLOGY 101and102),ZOOLOGY/BIOLOGY/BOTANY 151, or (BIOCORE 381and382)\"}],\"text\":\"Biological basis of behavior and neural mechanisms\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry; applications; transcendental functions.\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound.\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics.\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Calculus-based physics (electricity, magnetism, optics, modern physics)\"}],\"search_phrases\":[\"computational neuroscience MATLAB\",\"neural modeling ICA dynamical systems\",\"biophysical neuron modeling\",\"whole brain analysis computational\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience methods\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems) and a computational problem set. Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB programming and computational problem solving\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling\"}],\"text\":\"Neural system modeling and analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL NEUROSCIENCE: FROM SINGLE CELLS TO WHOLE BRAIN MODELS\"},{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience course covering methods from single cells to whole brain models using MATLAB.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling, and different views on brain function.\"}],\"text\":\"Biophysical properties, neural plasticity, sensory systems, neural circuits\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems)\"}],\"text\":\"ICA, information theory, dynamical systems\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB introduction\"}]}","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9df236f506282754873a1f936e6ee2c6fb9788cfe04f3b1509d85600eb7b2554","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-789789da373eecc1ff75f626","output_id":"42a5b59ff90125943a1094a6525cd43626a506bc607a2c84810557facc96a15c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r2\",\"r3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248); or graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"r1\",\"kind\":\"any\"},{\"children\":[\"r4\",\"r5\",\"r6\",\"r7\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248)\",\"id\":\"r2\",\"kind\":\"all\"},{\"children\":[\"r12\",\"r13\",\"r14\"],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"r3\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":523,\"minimum_grade\":null,\"subjects\":[\"PSYCH\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/ZOOLOGY 523\",\"id\":\"r4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":454,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 454\",\"id\":\"r5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 221\",\"id\":\"r6\",\"kind\":\"course\"},{\"children\":[\"r8\",\"r9\",\"r10\",\"r11\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 104,202,208, or248)\",\"id\":\"r7\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"r8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"r9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"r10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"r11\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"r12\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":610,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\"],\"timing\":\"prior\"},\"evidence\":\"NEURODPT/NTP 610\",\"id\":\"r13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":611,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\",\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/NEURODPT/NTP 611\",\"id\":\"r14\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"r1\",\"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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-789789da373eecc1ff75f626","output_id":"42a5b59ff90125943a1094a6525cd43626a506bc607a2c84810557facc96a15c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 454\",\"field\":\"description\",\"quote\":\"Biological basis of human and animal behaviors, including perception, action, cognition, social interaction and disease.\"},{\"course_id\":\"PSYCH 454\",\"field\":\"requirements_text\",\"quote\":\"PSYCH 202, (ZOOLOGY/BIOLOGY 101and102),ZOOLOGY/BIOLOGY/BOTANY 151, or (BIOCORE 381and382)\"}],\"text\":\"Biological basis of behavior and neural mechanisms\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry; applications; transcendental functions.\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound.\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics.\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Calculus-based physics (electricity, magnetism, optics, modern physics)\"}],\"search_phrases\":[\"computational neuroscience MATLAB\",\"neural modeling ICA dynamical systems\",\"biophysical neuron modeling\",\"whole brain analysis computational\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience methods\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems) and a computational problem set. Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB programming and computational problem solving\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling\"}],\"text\":\"Neural system modeling and analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL NEUROSCIENCE: FROM SINGLE CELLS TO WHOLE BRAIN MODELS\"},{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience course covering methods from single cells to whole brain models using MATLAB.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling, and different views on brain function.\"}],\"text\":\"Biophysical properties, neural plasticity, sensory systems, neural circuits\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems)\"}],\"text\":\"ICA, information theory, dynamical systems\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB introduction\"}]}","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-789789da373eecc1ff75f626","output_id":"42a5b59ff90125943a1094a6525cd43626a506bc607a2c84810557facc96a15c","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"45f8c6453d1e4d92dc625d20968156dffa354e708cb20c51be9e76e6dc23fdc1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r2\",\"r3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248); or graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"r1\",\"kind\":\"any\"},{\"children\":[\"r4\",\"r5\",\"r6\",\"r7\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH/ZOOLOGY 523,PSYCH 454,MATH 221, and (PHYSICS 104,202,208, or248)\",\"id\":\"r2\",\"kind\":\"all\"},{\"children\":[\"r12\",\"r13\",\"r14\"],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing andNEURODPT/NTP 610andPSYCH/NEURODPT/NTP 611\",\"id\":\"r3\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":523,\"minimum_grade\":null,\"subjects\":[\"PSYCH\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/ZOOLOGY 523\",\"id\":\"r4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":454,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 454\",\"id\":\"r5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 221\",\"id\":\"r6\",\"kind\":\"course\"},{\"children\":[\"r8\",\"r9\",\"r10\",\"r11\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 104,202,208, or248)\",\"id\":\"r7\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"r8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"r9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"r10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"r11\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"r12\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":610,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\"],\"timing\":\"prior\"},\"evidence\":\"NEURODPT/NTP 610\",\"id\":\"r13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":611,\"minimum_grade\":null,\"subjects\":[\"NEURODPT\",\"NTP\",\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH/NEURODPT/NTP 611\",\"id\":\"r14\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"r1\",\"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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"45f8c6453d1e4d92dc625d20968156dffa354e708cb20c51be9e76e6dc23fdc1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 454\",\"field\":\"description\",\"quote\":\"Biological basis of human and animal behaviors, including perception, action, cognition, social interaction and disease.\"},{\"course_id\":\"PSYCH 454\",\"field\":\"requirements_text\",\"quote\":\"PSYCH 202, (ZOOLOGY/BIOLOGY 101and102),ZOOLOGY/BIOLOGY/BOTANY 151, or (BIOCORE 381and382)\"}],\"text\":\"Biological basis of behavior and neural mechanisms\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry; applications; transcendental functions.\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound.\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics.\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Calculus-based physics (electricity, magnetism, optics, modern physics)\"}],\"search_phrases\":[\"computational neuroscience MATLAB\",\"neural modeling ICA dynamical systems\",\"biophysical neuron modeling\",\"whole brain analysis computational\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience methods\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems) and a computational problem set. Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB programming and computational problem solving\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling\"}],\"text\":\"Neural system modeling and analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL NEUROSCIENCE: FROM SINGLE CELLS TO WHOLE BRAIN MODELS\"},{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Theory and application of methods in computational neuroscience across various levels of organization from single cells to global brain dynamics and cognition.\"}],\"text\":\"Computational neuroscience course covering methods from single cells to whole brain models using MATLAB.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Topics include biophysical properties of neurons and synapses, neural plasticity, sensory systems, neural circuits, whole brain analysis and modeling, and different views on brain function.\"}],\"text\":\"Biophysical properties, neural plasticity, sensory systems, neural circuits\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Includes primers on relevant computational techniques (ICA, information theoretical approaches, dynamical systems)\"}],\"text\":\"ICA, information theory, dynamical systems\"},{\"evidence\":[{\"course_id\":\"NEURODPT/NTP 640\",\"field\":\"description\",\"quote\":\"Starts with an introduction to MATLAB (used for problem sets).\"}],\"text\":\"MATLAB introduction\"}]}","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"45f8c6453d1e4d92dc625d20968156dffa354e708cb20c51be9e76e6dc23fdc1","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_30ba3691f2acc1d8f1bbfb13","course_id":"NEURODPT/NTP 640","catalog_version_id":"e102dc82fa3cdc634dae4a6d67443fcab40a0409223ac48438cfd9bbc223658f","record_version_id":"b87f8f87198514b4966100d97f1431686eccd5547e05cf3ab4c4232014999a05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"45f8c6453d1e4d92dc625d20968156dffa354e708cb20c51be9e76e6dc23fdc1","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6d239396152fda23d59227d86a254910d937ed9ff049eb4cba01a526106f7b29\",\"course_id\":\"NEURODPT/NTP 640\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"NEURODPT/NTP 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dd40ead4-a87e-34f1-adad-c6a342e48f3a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"NEURODPT/NTP 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dd40ead4-a87e-34f1-adad-c6a342e48f3a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"NEURODPT/NTP 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dd40ead4-a87e-34f1-adad-c6a342e48f3a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.94 GPA, 100.0% A/AB (n=8 letter grades); Spring 2025: 3.91 GPA, 90.9% A/AB (n=33 letter grades); Spring 2026: 3.88 GPA, 96.2% A/AB (n=26 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}]