[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"cc9c7d2c0ecf9510196394317e96da66a513aa9955d476c889edac6a80d61d6c","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":466,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forGENETICS 466.\",\"id\":\"n1\",\"kind\":\"not\"},{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467. Not open to students with credit forGENETICS 466.\",\"id\":\"n2\",\"kind\":\"all\"}],\"notes\":[],\"root\":\"n2\",\"status\":\"needs_review\"}","error":"Node n1: evidence 'Not open to students with credit forGENETICS 466.' must quote an exact source substring.\nNode n2: evidence 'GENETICS 467. Not open to students with credit forGENETICS 466.' must quote an exact source substring.","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"cc9c7d2c0ecf9510196394317e96da66a513aa9955d476c889edac6a80d61d6c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"cc9c7d2c0ecf9510196394317e96da66a513aa9955d476c889edac6a80d61d6c","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"51ce7a38c7780ccfc44c9d75c2ad6421c0358502c5b001302daf6c258676378b","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":466,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"Not open to students with credit forGENETICS 466.\",\"id\":\"n1\",\"kind\":\"not\"},{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467... Not open to students with credit forGENETICS 466.\",\"id\":\"n2\",\"kind\":\"all\"}],\"notes\":[],\"root\":\"n2\",\"status\":\"parsed\"}","error":"Node n1: evidence 'Not open to students with credit forGENETICS 466.' must quote an exact source substring.\nNode n2: evidence 'GENETICS 467... Not open to students with credit forGENETICS 466.' must quote an exact source substring.","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"51ce7a38c7780ccfc44c9d75c2ad6421c0358502c5b001302daf6c258676378b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"51ce7a38c7780ccfc44c9d75c2ad6421c0358502c5b001302daf6c258676378b","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-53e5ca5217fc83704a6d01e7","output_id":"8cf12c7bac3f58028457492f7800fcb392ccb5f8813a5a2ba84d9781aa77d161","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_prereq1\",\"req_prereq2\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"req_prereq1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"req_prereq2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_root\",\"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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-53e5ca5217fc83704a6d01e7","output_id":"8cf12c7bac3f58028457492f7800fcb392ccb5f8813a5a2ba84d9781aa77d161","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-53e5ca5217fc83704a6d01e7","output_id":"8cf12c7bac3f58028457492f7800fcb392ccb5f8813a5a2ba84d9781aa77d161","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructor does not teach well, derives equations but expects students to learn usage independently.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Described as the worst Genetics professor.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Success depends heavily on natural aptitude for math and statistics; attending lectures may not help those who struggle.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b57e9a5436b1a3b1bdc1fa99f14cd35b4e83d2bd5c7cde2f832f770e07b4e11","section":"requirements","status":"invalid","value_json":null,"candidate_json":null,"error":"Model did not return this required section","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b57e9a5436b1a3b1bdc1fa99f14cd35b4e83d2bd5c7cde2f832f770e07b4e11","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b57e9a5436b1a3b1bdc1fa99f14cd35b4e83d2bd5c7cde2f832f770e07b4e11","section":"student_experience","status":"invalid","value_json":null,"candidate_json":null,"error":"Model did not return this required section","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6300b6a88842cf9443aac207c31f08f3f638f54fe73931b9eca5becdfc58458b","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":466,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forGENETICS 466.\",\"id\":\"n1\",\"kind\":\"not\"},{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467. Not open to students with credit forGENETICS 466.\",\"id\":\"n2\",\"kind\":\"all\"}],\"notes\":[],\"root\":\"n2\",\"status\":\"needs_review\"}","error":"Node n1: evidence 'Not open to students with credit forGENETICS 466.' must quote an exact source substring.\nNode n2: evidence 'GENETICS 467. Not open to students with credit forGENETICS 466.' must quote an exact source substring.","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6300b6a88842cf9443aac207c31f08f3f638f54fe73931b9eca5becdfc58458b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6300b6a88842cf9443aac207c31f08f3f638f54fe73931b9eca5becdfc58458b","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8305e5953f8a7fc3ed0e1431fc2d2ca5032f7769bda6de5be010770bc449f18","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_prereq1\",\"req_prereq2\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"req_prereq1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"req_prereq2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_root\",\"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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8305e5953f8a7fc3ed0e1431fc2d2ca5032f7769bda6de5be010770bc449f18","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8305e5953f8a7fc3ed0e1431fc2d2ca5032f7769bda6de5be010770bc449f18","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructor does not teach well, derives equations but expects students to learn usage independently.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Described as the worst Genetics professor.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Success depends heavily on natural aptitude for math and statistics; attending lectures may not help those who struggle.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8305e5953f8a7fc3ed0e1431fc2d2ca5032f7769bda6de5be010770bc449f18","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"bc2c5db1c308d7ef6c2851343a6d90e3d86db15d7ec565f04f62b1b140a8b615\",\"course_id\":\"GENETICS 468\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.72 GPA, 85.3% A/AB (n=102 letter grades); Spring 2025: 3.78 GPA, 91.6% A/AB (n=83 letter grades); Spring 2026: 3.85 GPA, 91.8% A/AB (n=97 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"WILLIAM ROBERT ENGELS is recorded teaching in Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f88bc7a0aa08d0861a07926ee0d5e981973f1042c2b75642c668e9aa37727a55","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":466,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forGENETICS 466.\",\"id\":\"n1\",\"kind\":\"not\"},{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467. Not open to students with credit forGENETICS 466.\",\"id\":\"n2\",\"kind\":\"all\"}],\"notes\":[],\"root\":\"n2\",\"status\":\"needs_review\"}","error":"Node n1: evidence 'Not open to students with credit forGENETICS 466.' must quote an exact source substring.\nNode n2: evidence 'GENETICS 467. Not open to students with credit forGENETICS 466.' must quote an exact source substring.","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f88bc7a0aa08d0861a07926ee0d5e981973f1042c2b75642c668e9aa37727a55","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f88bc7a0aa08d0861a07926ee0d5e981973f1042c2b75642c668e9aa37727a55","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"fbfe60e6268cda6515fee9d4e617bc58c2a41782fdc35b03362657f95d9f9ce4","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_prereq\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"req_prereq\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_root\",\"status\":\"parsed\"}","error":"Boolean groups require at least two children","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"fbfe60e6268cda6515fee9d4e617bc58c2a41782fdc35b03362657f95d9f9ce4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"fbfe60e6268cda6515fee9d4e617bc58c2a41782fdc35b03362657f95d9f9ce4","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructor does not teach well, derives equations but expects students to learn usage independently.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Described as the worst Genetics professor.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Success depends heavily on natural aptitude for math and statistics; attending lectures may not help those who struggle.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b8037c0b37a63f4f7117ed5d05445d617ea7281f8fee46d612f85cf695ecc900","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_prereq1\",\"req_prereq2\"],\"condition\":null,\"course\":null,\"evidence\":\"GENETICS 467\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"req_prereq1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":467,\"minimum_grade\":null,\"subjects\":[\"GENETICS\"],\"timing\":\"prior\"},\"evidence\":\"GENETICS 467\",\"id\":\"req_prereq2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_root\",\"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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b8037c0b37a63f4f7117ed5d05445d617ea7281f8fee46d612f85cf695ecc900","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GENETICS 467\",\"field\":\"description\",\"quote\":\"Genetics of eukaryotes and prokaryotes. Includes transmission genetics, probability and hypothesis testing, genetic mapping, molecular genetics, gene expression, and genetic engineering.\"},{\"course_id\":\"GENETICS 467\",\"field\":\"requirements_text\",\"quote\":\"(ZOOLOGY/BIOLOGY 101and102, orZOOLOGY/BIOLOGY/BOTANY 151,BIOCORE 381, orBOTANY/BIOLOGY 130) and (CHEM 104,109, or115).\"}],\"text\":\"Foundational genetics, molecular biology, and chemistry.\"}],\"search_phrases\":[\"population genetics evolution quantitative genetics\",\"mutant screens pathway analysis mosaic analysis\",\"Hardy-Weinberg linkage equilibrium genetic drift\",\"inheritance of complex traits domestication human evolution\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Includes mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Genetic analysis and genomics techniques.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population genetics and evolutionary analysis.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Analysis of complex trait inheritance and evolutionary history.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"title\",\"quote\":\"GENERAL GENETICS 2\"},{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Genetic analysis, population genetics, evolution and quantitative genetics.\"}],\"text\":\"Covers genetic analysis, population genetics, evolution, and quantitative genetics, including advanced techniques and complex trait inheritance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"population genetics, evolution and quantitative genetics\"}],\"text\":\"Population genetics and evolution.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"mutant screens, pathway analysis, mosaic analysis, reverse genetics, genomics\"}],\"text\":\"Experimental genetic techniques and genomics.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"Hardy-Weinberg linkage equilibrium, inbreeding, genetic drift, natural selection, population structure\"}],\"text\":\"Population structure and evolutionary forces.\"},{\"evidence\":[{\"course_id\":\"GENETICS 468\",\"field\":\"description\",\"quote\":\"inheritance of complex traits, domestication and human evolution.\"}],\"text\":\"Complex traits and human evolution.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b8037c0b37a63f4f7117ed5d05445d617ea7281f8fee46d612f85cf695ecc900","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructor does not teach well, derives equations but expects students to learn usage independently.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Described as the worst Genetics professor.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I skipped 90% of his lectures and got an A because statistics and math comes pretty naturally to me. My friends who struggle with math went to every lecture and bombed his exams. What I'm saying is, he does not actually teach you, he derives a couple equations for you that you need to learn how to use on your own. Definitely the worst Genetics prof\",\"course_id\":\"GENETICS 468\",\"date\":\"2017-05-14 18:29:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f071784278421c6485a90da3\",\"instructor_id\":\"rmp:783515\",\"instructor_name\":\"William Engels\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\"}],\"evidence_count\":1,\"review_ids\":[\"f071784278421c6485a90da3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:783515\",\"name\":\"William Engels\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Success depends heavily on natural aptitude for math and statistics; attending lectures may not help those who struggle.\"}]}","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_d9899ee8a312b1978281a9b1","course_id":"GENETICS 468","catalog_version_id":"d53a742499003d935bb454c049c20ba3d9b616f71e339a544501366b9ed0663d","record_version_id":"16f086519ed3a1307c15bd55c66f1a3a13f1e24ab7cfd0e69e83358c432cc757","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b8037c0b37a63f4f7117ed5d05445d617ea7281f8fee46d612f85cf695ecc900","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"bc2c5db1c308d7ef6c2851343a6d90e3d86db15d7ec565f04f62b1b140a8b615\",\"course_id\":\"GENETICS 468\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"William Engels\",\"review_date\":\"2017-05-14 18:29:29 +0000 UTC\",\"review_id\":\"f071784278421c6485a90da3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:783515\",\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\",\"type\":\"review\"}],\"text\":\"Historical reviews of William Engels: The course is difficult for students who struggle with math, as exams require independent application of derived equations without sufficient teaching support.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"William Engels\",\"review_date\":\"2017-05-14 18:29:29 +0000 UTC\",\"review_id\":\"f071784278421c6485a90da3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:783515\",\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\",\"type\":\"review\"}],\"text\":\"Historical reviews of William Engels: William Engels is described as a poor instructor who does not effectively teach course material. Reviewers note that he derives equations but expects students to learn their application independently, which disadvantages those struggling with the required math.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"William Engels\",\"review_date\":\"2017-05-14 18:29:29 +0000 UTC\",\"review_id\":\"f071784278421c6485a90da3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:783515\",\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\",\"type\":\"review\"}],\"text\":\"Historical reviews of William Engels: William Engels is described as the worst Genetics professor, with a teaching style that relies on students self-learning equation applications rather than direct instruction.\"},{\"citations\":[{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.72 GPA, 85.3% A/AB (n=102 letter grades); Spring 2025: 3.78 GPA, 91.6% A/AB (n=83 letter grades); Spring 2026: 3.85 GPA, 91.8% A/AB (n=97 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"William Engels\",\"review_date\":\"2017-05-14 18:29:29 +0000 UTC\",\"review_id\":\"f071784278421c6485a90da3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:783515\",\"source_review_id\":\"UmF0aW5nLTI4MzA5MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/783515\",\"type\":\"review\"}],\"text\":\"Historical reviews of William Engels: Students with natural aptitude for statistics and math may succeed by skipping lectures, while others who attend may still fail the exams.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"GENETICS 468\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"source_record\":{\"entity_id\":\"81871cfc-c65d-3a57-aa1c-2e9382c8e51d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"WILLIAM ROBERT ENGELS is recorded teaching in Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]