[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"fcacad541ae4b4b31370520ee5016d17b95266eb2f7b43a6b8f3f648bd066154","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n12\",\"n11\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371) or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371)\",\"id\":\"n12\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(STAT 240,301,324, or371)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":151,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY/BOTANY 151\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":130,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\"],\"timing\":\"prior\"},\"evidence\":\"BOTANY/BIOLOGY 130\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY 101\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":381,\"minimum_grade\":null,\"subjects\":[\"BIOCORE\"],\"timing\":\"prior\"},\"evidence\":\"orBIOCORE 381\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 240\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":324,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"324\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":371,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or371\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"}],\"notes\":[\"Fixed self-reference and tree structure violations.\",\"Updated evidence strings to match exact source substrings.\",\"Provided full course object for n3 from main course linked_courses.\",\"Set condition field for n11 to 'graduate/professional standing'.\"],\"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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"fcacad541ae4b4b31370520ee5016d17b95266eb2f7b43a6b8f3f648bd066154","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 240\",\"field\":\"description\",\"quote\":\"Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression\"},{\"course_id\":\"STAT 301\",\"field\":\"description\",\"quote\":\"Distributions, measures of central tendency, dispersion and shape, the normal distribution; experiments to compare means, standard errors, confidence intervals; effects of departure from assumption; method of least squares, regression, correlation, assumptions and limitations; basic ideas of experimental design\"},{\"course_id\":\"STAT 324\",\"field\":\"description\",\"quote\":\"Descriptive statistics, probability concepts and distributions, random variables. Hypothesis tests and confidence intervals for one- and two-sample problems. Linear regression, model checking, and inference. Analysis of variance and basic ideas in experimental design. Utilizes the R programming language\"},{\"course_id\":\"STAT 371\",\"field\":\"description\",\"quote\":\"Introduction to modern statistical practice in the life sciences, using the R programming language. Topics include: exploratory data analysis, probability and random variables; one-sample testing and confidence intervals, role of assumptions, sample size determination, two-sample inference; basic ideas in experimental design, analysis of variance, linear regression\"}],\"text\":\"Statistical methods and R programming for data analysis\"},{\"evidence\":[{\"course_id\":\"BIOCORE 381\",\"field\":\"description\",\"quote\":\"Basic principles of ecology and interrelations between individuals, populations, communities, ecosystems and their environment; transmission genetics and introduction to population genetics; origin of life, evolutionary mechanisms, ancestral relationships among species\"}],\"text\":\"Evolutionary biology and genetics principles\"}],\"search_phrases\":[\"phylogenetic inference DNA sequence data\",\"molecular phylogenetics course\",\"evolutionary tree construction statistics\",\"R programming biological data analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference from DNA sequence data\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Phylogenetic analysis of molecular data\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"BOTANY/PLPATH 563 teaches the theory and practice of phylogenetic analysis and inference from molecular DNA sequence data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Molecular data analysis\"}]}","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"fcacad541ae4b4b31370520ee5016d17b95266eb2f7b43a6b8f3f648bd066154","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f1b13e1625546486509f5b4745dcfae4ab5e575cff278cf9c54c2fd0d7e341ad","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(STAT 240,301,324, or371)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":151,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY/BOTANY 151\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":130,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\"],\"timing\":\"prior\"},\"evidence\":\"BOTANY/BIOLOGY 130\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY 101\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":381,\"minimum_grade\":null,\"subjects\":[\"BIOCORE\"],\"timing\":\"prior\"},\"evidence\":\"BIOCORE 381\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 240\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 301\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":324,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 324\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":371,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 371\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"},{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371)\",\"id\":\"n12\",\"kind\":\"all\"},{\"children\":[\"n12\",\"n11\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371) or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"}],\"notes\":[\"BOTANY/PLPATH 151 is not found in the dataset; treated as a verbatim condition leaf requiring review.\",\"STAT 240, 301, 324, 371, and BIOCORE 381 were looked up to confirm subjects and titles.\",\"The requirement text contains ambiguous spacing (e.g., 'orBIOCORE', 'STAT 240,301') but logical structure is preserved.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n1 references itself; remove the self-reference.\nNode n8: evidence 'STAT 301' must quote an exact source substring.\nNode n9: evidence 'STAT 324' must quote an exact source substring.\nNode n10: evidence 'STAT 371' must quote an exact source substring.\nCycle reaches node n1; requirement graphs must be trees.\nNode n2 has multiple parents; requirement graphs must be trees.\nUnreachable nodes: n10, n8, n9; connect all conditions and exclusions to the root.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f1b13e1625546486509f5b4745dcfae4ab5e575cff278cf9c54c2fd0d7e341ad","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 240\",\"field\":\"description\",\"quote\":\"Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression\"},{\"course_id\":\"STAT 301\",\"field\":\"description\",\"quote\":\"Distributions, measures of central tendency, dispersion and shape, the normal distribution; experiments to compare means, standard errors, confidence intervals; effects of departure from assumption; method of least squares, regression, correlation, assumptions and limitations; basic ideas of experimental design\"},{\"course_id\":\"STAT 324\",\"field\":\"description\",\"quote\":\"Descriptive statistics, probability concepts and distributions, random variables. Hypothesis tests and confidence intervals for one- and two-sample problems. Linear regression, model checking, and inference. Analysis of variance and basic ideas in experimental design. Utilizes the R programming language\"},{\"course_id\":\"STAT 371\",\"field\":\"description\",\"quote\":\"Introduction to modern statistical practice in the life sciences, using the R programming language. Topics include: exploratory data analysis, probability and random variables; one-sample testing and confidence intervals, role of assumptions, sample size determination, two-sample inference; basic ideas in experimental design, analysis of variance, linear regression\"}],\"text\":\"Statistical methods and R programming for data analysis\"},{\"evidence\":[{\"course_id\":\"BIOCORE 381\",\"field\":\"description\",\"quote\":\"Basic principles of ecology and interrelations between individuals, populations, communities, ecosystems and their environment; transmission genetics and introduction to population genetics; origin of life, evolutionary mechanisms, ancestral relationships among species\"}],\"text\":\"Evolutionary biology and genetics principles\"}],\"search_phrases\":[\"phylogenetic inference DNA sequence data\",\"molecular phylogenetics course\",\"evolutionary tree construction statistics\",\"R programming biological data analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference from DNA sequence data\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Phylogenetic analysis of molecular data\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"BOTANY/PLPATH 563 teaches the theory and practice of phylogenetic analysis and inference from molecular DNA sequence data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Molecular data analysis\"}]}","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f1b13e1625546486509f5b4745dcfae4ab5e575cff278cf9c54c2fd0d7e341ad","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"852bda62e91832ce4cdb4c0b49654324ceab034c6354d234830dc7e0df274e4d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n12\",\"n11\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371) or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371)\",\"id\":\"n12\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(STAT 240,301,324, or371)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":151,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY/BOTANY 151\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":130,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\"],\"timing\":\"prior\"},\"evidence\":\"BOTANY/BIOLOGY 130\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY 101\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":381,\"minimum_grade\":null,\"subjects\":[\"BIOCORE\"],\"timing\":\"prior\"},\"evidence\":\"orBIOCORE 381\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 240\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":324,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"324\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":371,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or371\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"}],\"notes\":[\"Fixed self-reference and tree structure violations.\",\"Updated evidence strings to match exact source substrings.\",\"Provided full course object for n3 from main course linked_courses.\",\"Set condition field for n11 to 'graduate/professional standing'.\"],\"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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"852bda62e91832ce4cdb4c0b49654324ceab034c6354d234830dc7e0df274e4d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 240\",\"field\":\"description\",\"quote\":\"Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression\"},{\"course_id\":\"STAT 301\",\"field\":\"description\",\"quote\":\"Distributions, measures of central tendency, dispersion and shape, the normal distribution; experiments to compare means, standard errors, confidence intervals; effects of departure from assumption; method of least squares, regression, correlation, assumptions and limitations; basic ideas of experimental design\"},{\"course_id\":\"STAT 324\",\"field\":\"description\",\"quote\":\"Descriptive statistics, probability concepts and distributions, random variables. Hypothesis tests and confidence intervals for one- and two-sample problems. Linear regression, model checking, and inference. Analysis of variance and basic ideas in experimental design. Utilizes the R programming language\"},{\"course_id\":\"STAT 371\",\"field\":\"description\",\"quote\":\"Introduction to modern statistical practice in the life sciences, using the R programming language. Topics include: exploratory data analysis, probability and random variables; one-sample testing and confidence intervals, role of assumptions, sample size determination, two-sample inference; basic ideas in experimental design, analysis of variance, linear regression\"}],\"text\":\"Statistical methods and R programming for data analysis\"},{\"evidence\":[{\"course_id\":\"BIOCORE 381\",\"field\":\"description\",\"quote\":\"Basic principles of ecology and interrelations between individuals, populations, communities, ecosystems and their environment; transmission genetics and introduction to population genetics; origin of life, evolutionary mechanisms, ancestral relationships among species\"}],\"text\":\"Evolutionary biology and genetics principles\"}],\"search_phrases\":[\"phylogenetic inference DNA sequence data\",\"molecular phylogenetics course\",\"evolutionary tree construction statistics\",\"R programming biological data analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference from DNA sequence data\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Phylogenetic analysis of molecular data\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"BOTANY/PLPATH 563 teaches the theory and practice of phylogenetic analysis and inference from molecular DNA sequence data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Molecular data analysis\"}]}","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"852bda62e91832ce4cdb4c0b49654324ceab034c6354d234830dc7e0df274e4d","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-789789da373eecc1ff75f626","output_id":"87ac1f3efc72d3dbe1e4e5bb155cb3e7d76d61311f4eb9aa1938dd1cf3809261","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n12\",\"n11\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371) or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371)\",\"id\":\"n12\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(STAT 240,301,324, or371)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":151,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY/BOTANY 151\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":130,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\"],\"timing\":\"prior\"},\"evidence\":\"BOTANY/BIOLOGY 130\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY 101\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":381,\"minimum_grade\":null,\"subjects\":[\"BIOCORE\"],\"timing\":\"prior\"},\"evidence\":\"orBIOCORE 381\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 240\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":324,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"324\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":371,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or371\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"}],\"notes\":[\"Fixed self-reference and tree structure violations.\",\"Updated evidence strings to match exact source substrings.\",\"Provided full course object for n3 from main course linked_courses.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-789789da373eecc1ff75f626","output_id":"87ac1f3efc72d3dbe1e4e5bb155cb3e7d76d61311f4eb9aa1938dd1cf3809261","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 240\",\"field\":\"description\",\"quote\":\"Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression\"},{\"course_id\":\"STAT 301\",\"field\":\"description\",\"quote\":\"Distributions, measures of central tendency, dispersion and shape, the normal distribution; experiments to compare means, standard errors, confidence intervals; effects of departure from assumption; method of least squares, regression, correlation, assumptions and limitations; basic ideas of experimental design\"},{\"course_id\":\"STAT 324\",\"field\":\"description\",\"quote\":\"Descriptive statistics, probability concepts and distributions, random variables. Hypothesis tests and confidence intervals for one- and two-sample problems. Linear regression, model checking, and inference. Analysis of variance and basic ideas in experimental design. Utilizes the R programming language\"},{\"course_id\":\"STAT 371\",\"field\":\"description\",\"quote\":\"Introduction to modern statistical practice in the life sciences, using the R programming language. Topics include: exploratory data analysis, probability and random variables; one-sample testing and confidence intervals, role of assumptions, sample size determination, two-sample inference; basic ideas in experimental design, analysis of variance, linear regression\"}],\"text\":\"Statistical methods and R programming for data analysis\"},{\"evidence\":[{\"course_id\":\"BIOCORE 381\",\"field\":\"description\",\"quote\":\"Basic principles of ecology and interrelations between individuals, populations, communities, ecosystems and their environment; transmission genetics and introduction to population genetics; origin of life, evolutionary mechanisms, ancestral relationships among species\"}],\"text\":\"Evolutionary biology and genetics principles\"}],\"search_phrases\":[\"phylogenetic inference DNA sequence data\",\"molecular phylogenetics course\",\"evolutionary tree construction statistics\",\"R programming biological data analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference from DNA sequence data\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Phylogenetic analysis of molecular data\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"BOTANY/PLPATH 563 teaches the theory and practice of phylogenetic analysis and inference from molecular DNA sequence data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Molecular data analysis\"}]}","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-789789da373eecc1ff75f626","output_id":"87ac1f3efc72d3dbe1e4e5bb155cb3e7d76d61311f4eb9aa1938dd1cf3809261","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61f5af4ec242e617f4daaaa60e5c715bbc11340eccdfa891a9ad5f3a3974e4a0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n12\",\"n11\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371) or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371)\",\"id\":\"n12\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(STAT 240,301,324, or371)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":151,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY/BOTANY 151\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":130,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\"],\"timing\":\"prior\"},\"evidence\":\"BOTANY/BIOLOGY 130\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY 101\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":381,\"minimum_grade\":null,\"subjects\":[\"BIOCORE\"],\"timing\":\"prior\"},\"evidence\":\"orBIOCORE 381\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 240\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":324,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"324\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":371,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or371\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"}],\"notes\":[\"Fixed self-reference and tree structure violations.\",\"Updated evidence strings to match exact source substrings.\",\"Provided full course object for n3 from main course linked_courses.\",\"Set condition field for n11 to 'graduate/professional standing'.\"],\"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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61f5af4ec242e617f4daaaa60e5c715bbc11340eccdfa891a9ad5f3a3974e4a0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 240\",\"field\":\"description\",\"quote\":\"Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression\"},{\"course_id\":\"STAT 301\",\"field\":\"description\",\"quote\":\"Distributions, measures of central tendency, dispersion and shape, the normal distribution; experiments to compare means, standard errors, confidence intervals; effects of departure from assumption; method of least squares, regression, correlation, assumptions and limitations; basic ideas of experimental design\"},{\"course_id\":\"STAT 324\",\"field\":\"description\",\"quote\":\"Descriptive statistics, probability concepts and distributions, random variables. Hypothesis tests and confidence intervals for one- and two-sample problems. Linear regression, model checking, and inference. Analysis of variance and basic ideas in experimental design. Utilizes the R programming language\"},{\"course_id\":\"STAT 371\",\"field\":\"description\",\"quote\":\"Introduction to modern statistical practice in the life sciences, using the R programming language. Topics include: exploratory data analysis, probability and random variables; one-sample testing and confidence intervals, role of assumptions, sample size determination, two-sample inference; basic ideas in experimental design, analysis of variance, linear regression\"}],\"text\":\"Statistical methods and R programming for data analysis\"},{\"evidence\":[{\"course_id\":\"BIOCORE 381\",\"field\":\"description\",\"quote\":\"Basic principles of ecology and interrelations between individuals, populations, communities, ecosystems and their environment; transmission genetics and introduction to population genetics; origin of life, evolutionary mechanisms, ancestral relationships among species\"}],\"text\":\"Evolutionary biology and genetics principles\"}],\"search_phrases\":[\"phylogenetic inference DNA sequence data\",\"molecular phylogenetics course\",\"evolutionary tree construction statistics\",\"R programming biological data analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference from DNA sequence data\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Phylogenetic analysis of molecular data\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"BOTANY/PLPATH 563 teaches the theory and practice of phylogenetic analysis and inference from molecular DNA sequence data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Molecular data analysis\"}]}","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61f5af4ec242e617f4daaaa60e5c715bbc11340eccdfa891a9ad5f3a3974e4a0","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61f5af4ec242e617f4daaaa60e5c715bbc11340eccdfa891a9ad5f3a3974e4a0","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6f915015070da2c4662a38eddcee3398ef79af74183da6379a2f02a869372c29\",\"course_id\":\"BOTANY/PLPATH 563\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d7d3924e-7e88-35a4-8e28-2f50ff6eac5e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d7d3924e-7e88-35a4-8e28-2f50ff6eac5e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d7d3924e-7e88-35a4-8e28-2f50ff6eac5e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.83 GPA, 88.9% A/AB (n=9 letter grades); Spring 2025: 3.57 GPA, 90.9% A/AB (n=22 letter grades); Spring 2026: 3.78 GPA, 87.5% A/AB (n=16 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"b7d901e8ff9fdf6ff7f970d43af65c5340fa4833f2866cd2e0e5684ff033f719","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n12\",\"n11\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371) or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381) and (STAT 240,301,324, or371)\",\"id\":\"n12\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ZOOLOGY/BIOLOGY/BOTANY 151,BOTANY/BIOLOGY 130,ZOOLOGY/BIOLOGY 101, orBIOCORE 381)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(STAT 240,301,324, or371)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":151,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY/BOTANY 151\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":130,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"BOTANY\"],\"timing\":\"prior\"},\"evidence\":\"BOTANY/BIOLOGY 130\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"BIOLOGY\",\"ZOOLOGY\"],\"timing\":\"prior\"},\"evidence\":\"ZOOLOGY/BIOLOGY 101\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":381,\"minimum_grade\":null,\"subjects\":[\"BIOCORE\"],\"timing\":\"prior\"},\"evidence\":\"orBIOCORE 381\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 240\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":324,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"324\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":371,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or371\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"}],\"notes\":[\"Fixed self-reference and tree structure violations.\",\"Updated evidence strings to match exact source substrings.\",\"Provided full course object for n3 from main course linked_courses.\",\"Changed n11 kind to 'condition' but kept evidence verbatim.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"b7d901e8ff9fdf6ff7f970d43af65c5340fa4833f2866cd2e0e5684ff033f719","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 240\",\"field\":\"description\",\"quote\":\"Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression\"},{\"course_id\":\"STAT 301\",\"field\":\"description\",\"quote\":\"Distributions, measures of central tendency, dispersion and shape, the normal distribution; experiments to compare means, standard errors, confidence intervals; effects of departure from assumption; method of least squares, regression, correlation, assumptions and limitations; basic ideas of experimental design\"},{\"course_id\":\"STAT 324\",\"field\":\"description\",\"quote\":\"Descriptive statistics, probability concepts and distributions, random variables. Hypothesis tests and confidence intervals for one- and two-sample problems. Linear regression, model checking, and inference. Analysis of variance and basic ideas in experimental design. Utilizes the R programming language\"},{\"course_id\":\"STAT 371\",\"field\":\"description\",\"quote\":\"Introduction to modern statistical practice in the life sciences, using the R programming language. Topics include: exploratory data analysis, probability and random variables; one-sample testing and confidence intervals, role of assumptions, sample size determination, two-sample inference; basic ideas in experimental design, analysis of variance, linear regression\"}],\"text\":\"Statistical methods and R programming for data analysis\"},{\"evidence\":[{\"course_id\":\"BIOCORE 381\",\"field\":\"description\",\"quote\":\"Basic principles of ecology and interrelations between individuals, populations, communities, ecosystems and their environment; transmission genetics and introduction to population genetics; origin of life, evolutionary mechanisms, ancestral relationships among species\"}],\"text\":\"Evolutionary biology and genetics principles\"}],\"search_phrases\":[\"phylogenetic inference DNA sequence data\",\"molecular phylogenetics course\",\"evolutionary tree construction statistics\",\"R programming biological data analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference from DNA sequence data\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Phylogenetic analysis of molecular data\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"Theory and practice of phylogenetic inference from DNA sequence data\"},{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"BOTANY/PLPATH 563 teaches the theory and practice of phylogenetic analysis and inference from molecular DNA sequence data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"description\",\"quote\":\"phylogenetic inference from DNA sequence data\"}],\"text\":\"Phylogenetic inference\"},{\"evidence\":[{\"course_id\":\"BOTANY/PLPATH 563\",\"field\":\"title\",\"quote\":\"PHYLOGENETIC ANALYSIS OF MOLECULAR DATA\"}],\"text\":\"Molecular data analysis\"}]}","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_5a694a056699213f0cac761d","course_id":"BOTANY/PLPATH 563","catalog_version_id":"06292df509c65455b4899316d8f7c34b0cc4bbd358564a51acb998486b6e30ec","record_version_id":"9746a2da578bef083358ade8cfecb5aa78c41dccd7d3a158435eee7c220dd151","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"b7d901e8ff9fdf6ff7f970d43af65c5340fa4833f2866cd2e0e5684ff033f719","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}]