[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4176c13fa5f31b19fc1e710c48fea43cc8b01b64c5f175134eed4a27f823d884","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":113,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 113\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"114\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"MATH 171\",\"course\":null,\"evidence\":\"171\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"placement intoMATH 221\",\"course\":null,\"evidence\":\"placement intoMATH 221\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"MATH 171 is mentioned in requirements_text but not found in linked_courses or lookup results; treated as a verbatim condition requiring review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n5, n6; 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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4176c13fa5f31b19fc1e710c48fea43cc8b01b64c5f175134eed4a27f823d884","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"requirements_text\",\"quote\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\"}],\"text\":\"Prerequisite knowledge in trigonometry, precalculus, or calculus, or graduate standing.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions\"},{\"course_id\":\"MATH 114\",\"field\":\"description\",\"quote\":\"Provides the algebra and trigonometry skills required for calculus\"},{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus\"}],\"text\":\"Foundational mathematics including trigonometry, precalculus, and calculus.\"}],\"search_phrases\":[\"ecological data analysis\",\"GIS spatial analysis ecology\",\"remote sensing ecology course\",\"quantitative ecology tools\",\"MATH 221 placement ecology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Introduces spatial tools and practical applications using ecological/environmental data sets\"}],\"text\":\"Application of quantitative tools and spatial analysis to ecological problems.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Overview of commonly used quantitative techniques in ecological sciences with an emphasis on GIS and spatial analysis\"}],\"text\":\"Use of Geographic Information Systems (GIS) and Remote Sensing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"title\",\"quote\":\"DATA AND GIS TOOLS FOR ECOLOGY\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems, including but not limited to, statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"F&WECOL 395 teaches quantitative tools, GIS, and spatial analysis for ecological investigations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"Statistics, GIS, Remote Sensing, and spatial analysis.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"practical applications using ecological/environmental data sets\"}],\"text\":\"Practical applications with ecological and environmental data.\"}]}","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4176c13fa5f31b19fc1e710c48fea43cc8b01b64c5f175134eed4a27f823d884","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fbe025ac5252df02a0df7a7f2a1d8bd3230d7d3c09565bd8c4bfdfff8a18f6d4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":113,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 113\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"114\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"171\",\"course\":null,\"evidence\":\"171\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"placement intoMATH 221\",\"course\":null,\"evidence\":\"placement intoMATH 221\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n6\",\"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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fbe025ac5252df02a0df7a7f2a1d8bd3230d7d3c09565bd8c4bfdfff8a18f6d4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"requirements_text\",\"quote\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\"}],\"text\":\"Prerequisite knowledge in trigonometry, precalculus, or calculus, or graduate standing.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions\"},{\"course_id\":\"MATH 114\",\"field\":\"description\",\"quote\":\"Provides the algebra and trigonometry skills required for calculus\"},{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus\"}],\"text\":\"Foundational mathematics including trigonometry, precalculus, and calculus.\"}],\"search_phrases\":[\"ecological data analysis\",\"GIS spatial analysis ecology\",\"remote sensing ecology course\",\"quantitative ecology tools\",\"MATH 221 placement ecology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Introduces spatial tools and practical applications using ecological/environmental data sets\"}],\"text\":\"Application of quantitative tools and spatial analysis to ecological problems.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Overview of commonly used quantitative techniques in ecological sciences with an emphasis on GIS and spatial analysis\"}],\"text\":\"Use of Geographic Information Systems (GIS) and Remote Sensing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"title\",\"quote\":\"DATA AND GIS TOOLS FOR ECOLOGY\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems, including but not limited to, statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"F&WECOL 395 teaches quantitative tools, GIS, and spatial analysis for ecological investigations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"Statistics, GIS, Remote Sensing, and spatial analysis.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"practical applications using ecological/environmental data sets\"}],\"text\":\"Practical applications with ecological and environmental data.\"}]}","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fbe025ac5252df02a0df7a7f2a1d8bd3230d7d3c09565bd8c4bfdfff8a18f6d4","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-789789da373eecc1ff75f626","output_id":"aa2e63661421ec234acdd67952501959de00f33d961a955318104688cd9982e6","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":113,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 113\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"114\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"171\",\"course\":null,\"evidence\":\"171\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"placement intoMATH 221\",\"course\":null,\"evidence\":\"placement intoMATH 221\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n6\",\"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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-789789da373eecc1ff75f626","output_id":"aa2e63661421ec234acdd67952501959de00f33d961a955318104688cd9982e6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"requirements_text\",\"quote\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\"}],\"text\":\"Prerequisite knowledge in trigonometry, precalculus, or calculus, or graduate standing.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions\"},{\"course_id\":\"MATH 114\",\"field\":\"description\",\"quote\":\"Provides the algebra and trigonometry skills required for calculus\"},{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus\"}],\"text\":\"Foundational mathematics including trigonometry, precalculus, and calculus.\"}],\"search_phrases\":[\"ecological data analysis\",\"GIS spatial analysis ecology\",\"remote sensing ecology course\",\"quantitative ecology tools\",\"MATH 221 placement ecology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Introduces spatial tools and practical applications using ecological/environmental data sets\"}],\"text\":\"Application of quantitative tools and spatial analysis to ecological problems.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Overview of commonly used quantitative techniques in ecological sciences with an emphasis on GIS and spatial analysis\"}],\"text\":\"Use of Geographic Information Systems (GIS) and Remote Sensing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"title\",\"quote\":\"DATA AND GIS TOOLS FOR ECOLOGY\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems, including but not limited to, statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"F&WECOL 395 teaches quantitative tools, GIS, and spatial analysis for ecological investigations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"Statistics, GIS, Remote Sensing, and spatial analysis.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"practical applications using ecological/environmental data sets\"}],\"text\":\"Practical applications with ecological and environmental data.\"}]}","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-789789da373eecc1ff75f626","output_id":"aa2e63661421ec234acdd67952501959de00f33d961a955318104688cd9982e6","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2c6f3ff87b24168ec4cab157e010ad45489086e589064b6a55049ebb03e62a8c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 113,114, 171\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":113,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 113\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"114\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"171\",\"course\":null,\"evidence\":\"171\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"placement intoMATH 221\",\"course\":null,\"evidence\":\"placement intoMATH 221\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n6\",\"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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2c6f3ff87b24168ec4cab157e010ad45489086e589064b6a55049ebb03e62a8c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"requirements_text\",\"quote\":\"MATH 113,114, 171, placement intoMATH 221, or graduate/professional standing\"}],\"text\":\"Prerequisite knowledge in trigonometry, precalculus, or calculus, or graduate standing.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions\"},{\"course_id\":\"MATH 114\",\"field\":\"description\",\"quote\":\"Provides the algebra and trigonometry skills required for calculus\"},{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus\"}],\"text\":\"Foundational mathematics including trigonometry, precalculus, and calculus.\"}],\"search_phrases\":[\"ecological data analysis\",\"GIS spatial analysis ecology\",\"remote sensing ecology course\",\"quantitative ecology tools\",\"MATH 221 placement ecology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Introduces spatial tools and practical applications using ecological/environmental data sets\"}],\"text\":\"Application of quantitative tools and spatial analysis to ecological problems.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Overview of commonly used quantitative techniques in ecological sciences with an emphasis on GIS and spatial analysis\"}],\"text\":\"Use of Geographic Information Systems (GIS) and Remote Sensing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"title\",\"quote\":\"DATA AND GIS TOOLS FOR ECOLOGY\"},{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"Quantitative tools applicable to the investigation of ecological problems, including but not limited to, statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"F&WECOL 395 teaches quantitative tools, GIS, and spatial analysis for ecological investigations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"statistics, Geographic Information Systems (GIS), Remote Sensing, and spatial analysis\"}],\"text\":\"Statistics, GIS, Remote Sensing, and spatial analysis.\"},{\"evidence\":[{\"course_id\":\"F&WECOL 395\",\"field\":\"description\",\"quote\":\"practical applications using ecological/environmental data sets\"}],\"text\":\"Practical applications with ecological and environmental data.\"}]}","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2c6f3ff87b24168ec4cab157e010ad45489086e589064b6a55049ebb03e62a8c","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_e124309c07acbe88de6235e3","course_id":"F&WECOL 395","catalog_version_id":"b619004b5ffe850be4de34abcd9d97a9016e0a2a60ff36f16fd1c4e77bfdafa8","record_version_id":"ed577026cfa9b97247a55f89bc498477f17bb57168547cf60a0649a7c3475b82","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2c6f3ff87b24168ec4cab157e010ad45489086e589064b6a55049ebb03e62a8c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0eafdeec014ebbf3b6f1272f61282ba952e1cadc06c7a9fc1ee8e5b681c0598d\",\"course_id\":\"F&WECOL 395\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"F&WECOL 395\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"47a9b43d-a4e0-3b3b-9686-51c3889286d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"F&WECOL 395\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"47a9b43d-a4e0-3b3b-9686-51c3889286d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=23 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}]