[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"19da4b296bb952adb0357dc6354dc475adc70c6a428ceaecd1a2c6ff81340360","record_version_id":"a80ba2aa1c55d081c1e5e1a772173b25617474d264cfe2e3553185719e958085","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d8a6b80bc1c897b85385b1009c452e8beed6526bbe05ebac5ec9b9e87c4db3b5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"r1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"r1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"19da4b296bb952adb0357dc6354dc475adc70c6a428ceaecd1a2c6ff81340360","record_version_id":"a80ba2aa1c55d081c1e5e1a772173b25617474d264cfe2e3553185719e958085","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d8a6b80bc1c897b85385b1009c452e8beed6526bbe05ebac5ec9b9e87c4db3b5","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"practice how to articulate and promote those strengths, competencies and attributes in writing (e.g., resumes, cover letters) and verbally (e.g., elevator statements)\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"practice how to articulate and promote those strengths, competencies and attributes in writing (e.g., resumes, cover letters) and verbally (e.g., elevator statements)\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Review and practice recommended job and related interview techniques, including behavioral-based interviewing, and become more confident in adjusting to varying interview formats and questions;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"Political Science careers\",\"career development for political science majors\",\"job search skills for political science\",\"political science internship preparation\",\"resume and cover letter writing for political science\",\"interviewing for government jobs\",\"networking with political science alumni\",\"graduate study preparation for political science\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explore and inventory individual strengths, competencies and positive professional attributes, and practice how to articulate and promote those strengths, competencies and attributes in writing (e.g., resumes, cover letters) and verbally (e.g., elevator statements), and through professional branding through online presence (e.g., LinkedIn, Handshake, ePortfolios);\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Professional development, resume/cover letter writing, verbal promotion, and online professional branding.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Utilize assigned readings, internet resources, social media, networking opportunities, and career interviews to gather specific information about career pathways, jobs and other professional opportunities related to Political Science and related career sectors including government, nonprofits, and for-profit entities;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Career research using internet resources, social media, and networking to identify opportunities in government, nonprofits, and for-profits.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Cultivate, organize and utilize professional network relationships, including among UW and Political Science alumni, that can be instrumental in promoting further academic and early career success;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Cultivating and organizing professional networks, specifically with university and discipline alumni.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Review and practice recommended job and related interview techniques, including behavioral-based interviewing, and become more confident in adjusting to varying interview formats and questions;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Job interview techniques, including behavioral-based interviewing and adapting to different formats.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Review current research and job sector trends involving salary expectations and negotiations, benefits packages, and evolving in-person and remote work expectations, and apply the newest research and trends in prospective job application and interview processes;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Analyzing job sector trends regarding salary negotiation, benefits, and remote work expectations.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Identify, analyze, reflect upon and discuss contemporary issues involving employee/ professional diversity, equity, and inclusion among differing career pathways and job sectors, and within varied workplace cultures, as additional considerations in future career decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Evaluating diversity, equity, and inclusion issues across various career pathways and workplace cultures.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"title\",\"quote\":\"CAREERS IN POLITICAL SCIENCE\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities including jobs, paid internships, graduate study, and post-graduate fellowships.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Prepares Political Science undergraduates for professional opportunities like jobs, internships, and graduate study by developing career exploration and self-promotion skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities including jobs, paid internships, graduate study, and post-graduate fellowships.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Transitioning from undergraduate studies to professional roles, internships, and graduate programs.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"addresses how to utilize existing academic learning and completed readings and assignments, extra-curricular activities, student research, for-pay work, internships, and interaction with alumni and other personal networks to further develop career options.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Leveraging academic work, extracurriculars, research, and personal networks for career development.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Also provides practical ways to explore and pursue a wide range of career pathways related to Political Science.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Exploring diverse career pathways associated with Political Science.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Creating professional development materials and honing self-promotional abilities.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"19da4b296bb952adb0357dc6354dc475adc70c6a428ceaecd1a2c6ff81340360","record_version_id":"a80ba2aa1c55d081c1e5e1a772173b25617474d264cfe2e3553185719e958085","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d8a6b80bc1c897b85385b1009c452e8beed6526bbe05ebac5ec9b9e87c4db3b5","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"19da4b296bb952adb0357dc6354dc475adc70c6a428ceaecd1a2c6ff81340360","record_version_id":"a80ba2aa1c55d081c1e5e1a772173b25617474d264cfe2e3553185719e958085","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d8a6b80bc1c897b85385b1009c452e8beed6526bbe05ebac5ec9b9e87c4db3b5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9e88d5a420f4e5a3b7aba43c42b148239e6301c19e775d8060ff40e8e73c54f8\",\"course_id\":\"POLISCI 316\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"POLISCI 316\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"01acecf4-405a-3d69-ace1-021b66465e89\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 316\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"01acecf4-405a-3d69-ace1-021b66465e89\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 316\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"01acecf4-405a-3d69-ace1-021b66465e89\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=24 letter grades); Spring 2024: 3.95 GPA, 96.9% A/AB (n=32 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=24 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de3b896286f54890b1875b1a06dd0d6a126a2ea54d67ed23b7aa092391699dbb","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":0,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Sophomore standing is a standing requirement, not a specific course. It is treated as a condition leaf.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Only course nodes may carry course references","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de3b896286f54890b1875b1a06dd0d6a126a2ea54d67ed23b7aa092391699dbb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Building on core coursework in Political Science and related disciplines\"}],\"text\":\"Core coursework in Political Science and related disciplines\"}],\"search_phrases\":[\"political science career planning\",\"polisci professional development\",\"political science internships jobs\",\"polisci graduate school preparation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills\"}],\"text\":\"Professional development materials and self-promotional skills\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"practical ways to explore and pursue a wide range of career pathways\"}],\"text\":\"Exploring and pursuing career pathways\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"title\",\"quote\":\"CAREERS IN POLITICAL SCIENCE\"},{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities\"}],\"text\":\"CAREERS IN POLITICAL SCIENCE facilitates transitions from undergraduate academic learning to professional opportunities like jobs, internships, and graduate study.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"utilize existing academic learning and completed readings and assignments, extra-curricular activities, student research, for-pay work, internships, and interaction with alumni and other personal networks\"}],\"text\":\"Utilizing academic learning, research, and networks for career development\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"jobs, paid internships, graduate study, and post-graduate fellowships\"}],\"text\":\"Career pathways including jobs, internships, graduate study, and fellowships\"}]}","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de3b896286f54890b1875b1a06dd0d6a126a2ea54d67ed23b7aa092391699dbb","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8b044c8438a98993eed5ce9376d29bcc567c5851e5dd1f33abb9095e59fabcd0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement 'Sophomore standing' is a standing requirement, not a specific course. It is represented as a condition leaf.\"],\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8b044c8438a98993eed5ce9376d29bcc567c5851e5dd1f33abb9095e59fabcd0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Building on core coursework in Political Science and related disciplines\"}],\"text\":\"Core coursework in Political Science and related disciplines\"}],\"search_phrases\":[\"political science career planning\",\"polisci professional development\",\"political science internships jobs\",\"polisci graduate school preparation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills\"}],\"text\":\"Professional development materials and self-promotional skills\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"practical ways to explore and pursue a wide range of career pathways\"}],\"text\":\"Exploring and pursuing career pathways\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"title\",\"quote\":\"CAREERS IN POLITICAL SCIENCE\"},{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities\"}],\"text\":\"CAREERS IN POLITICAL SCIENCE facilitates transitions from undergraduate academic learning to professional opportunities like jobs, internships, and graduate study.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"utilize existing academic learning and completed readings and assignments, extra-curricular activities, student research, for-pay work, internships, and interaction with alumni and other personal networks\"}],\"text\":\"Utilizing academic learning, research, and networks for career development\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"jobs, paid internships, graduate study, and post-graduate fellowships\"}],\"text\":\"Career pathways including jobs, internships, graduate study, and fellowships\"}]}","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8b044c8438a98993eed5ce9376d29bcc567c5851e5dd1f33abb9095e59fabcd0","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"19da4b296bb952adb0357dc6354dc475adc70c6a428ceaecd1a2c6ff81340360","record_version_id":"a80ba2aa1c55d081c1e5e1a772173b25617474d264cfe2e3553185719e958085","job_id":"enrich-6556a505c10f448d98d02466","output_id":"486f600d03fb834540a2796689eb6bc56e1b96d4bf9aa999fce454737a2359c5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"r1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"r1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"19da4b296bb952adb0357dc6354dc475adc70c6a428ceaecd1a2c6ff81340360","record_version_id":"a80ba2aa1c55d081c1e5e1a772173b25617474d264cfe2e3553185719e958085","job_id":"enrich-6556a505c10f448d98d02466","output_id":"486f600d03fb834540a2796689eb6bc56e1b96d4bf9aa999fce454737a2359c5","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"practice how to articulate and promote those strengths, competencies and attributes in writing (e.g., resumes, cover letters) and verbally (e.g., elevator statements)\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"practice how to articulate and promote those strengths, competencies and attributes in writing (e.g., resumes, cover letters) and verbally (e.g., elevator statements)\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Review and practice recommended job and related interview techniques, including behavioral-based interviewing, and become more confident in adjusting to varying interview formats and questions;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"Political Science careers\",\"career development for political science majors\",\"job search skills for political science\",\"political science internship preparation\",\"resume and cover letter writing for political science\",\"interviewing for government jobs\",\"networking with political science alumni\",\"graduate study preparation for political science\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explore and inventory individual strengths, competencies and positive professional attributes, and practice how to articulate and promote those strengths, competencies and attributes in writing (e.g., resumes, cover letters) and verbally (e.g., elevator statements), and through professional branding through online presence (e.g., LinkedIn, Handshake, ePortfolios);\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Professional development, resume/cover letter writing, verbal promotion, and online professional branding.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Utilize assigned readings, internet resources, social media, networking opportunities, and career interviews to gather specific information about career pathways, jobs and other professional opportunities related to Political Science and related career sectors including government, nonprofits, and for-profit entities;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Career research using internet resources, social media, and networking to identify opportunities in government, nonprofits, and for-profits.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Cultivate, organize and utilize professional network relationships, including among UW and Political Science alumni, that can be instrumental in promoting further academic and early career success;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Cultivating and organizing professional networks, specifically with university and discipline alumni.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Review and practice recommended job and related interview techniques, including behavioral-based interviewing, and become more confident in adjusting to varying interview formats and questions;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Job interview techniques, including behavioral-based interviewing and adapting to different formats.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Review current research and job sector trends involving salary expectations and negotiations, benefits packages, and evolving in-person and remote work expectations, and apply the newest research and trends in prospective job application and interview processes;\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Analyzing job sector trends regarding salary negotiation, benefits, and remote work expectations.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Identify, analyze, reflect upon and discuss contemporary issues involving employee/ professional diversity, equity, and inclusion among differing career pathways and job sectors, and within varied workplace cultures, as additional considerations in future career decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Evaluating diversity, equity, and inclusion issues across various career pathways and workplace cultures.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"title\",\"quote\":\"CAREERS IN POLITICAL SCIENCE\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities including jobs, paid internships, graduate study, and post-graduate fellowships.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Prepares Political Science undergraduates for professional opportunities like jobs, internships, and graduate study by developing career exploration and self-promotion skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities including jobs, paid internships, graduate study, and post-graduate fellowships.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Transitioning from undergraduate studies to professional roles, internships, and graduate programs.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"addresses how to utilize existing academic learning and completed readings and assignments, extra-curricular activities, student research, for-pay work, internships, and interaction with alumni and other personal networks to further develop career options.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Leveraging academic work, extracurriculars, research, and personal networks for career development.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Also provides practical ways to explore and pursue a wide range of career pathways related to Political Science.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Exploring diverse career pathways associated with Political Science.\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Creating professional development materials and honing self-promotional abilities.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"19da4b296bb952adb0357dc6354dc475adc70c6a428ceaecd1a2c6ff81340360","record_version_id":"a80ba2aa1c55d081c1e5e1a772173b25617474d264cfe2e3553185719e958085","job_id":"enrich-6556a505c10f448d98d02466","output_id":"486f600d03fb834540a2796689eb6bc56e1b96d4bf9aa999fce454737a2359c5","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a73f12ed711ecf79f7cc42b65192f50184b39d37856301348052116ed7ab6b61","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement 'Sophomore standing' is a standing requirement, not a specific course. It is represented as a condition leaf.\"],\"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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a73f12ed711ecf79f7cc42b65192f50184b39d37856301348052116ed7ab6b61","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Building on core coursework in Political Science and related disciplines\"}],\"text\":\"Core coursework in Political Science and related disciplines\"}],\"search_phrases\":[\"political science career planning\",\"polisci professional development\",\"political science internships jobs\",\"polisci graduate school preparation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills\"}],\"text\":\"Professional development materials and self-promotional skills\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"practical ways to explore and pursue a wide range of career pathways\"}],\"text\":\"Exploring and pursuing career pathways\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"title\",\"quote\":\"CAREERS IN POLITICAL SCIENCE\"},{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities\"}],\"text\":\"CAREERS IN POLITICAL SCIENCE facilitates transitions from undergraduate academic learning to professional opportunities like jobs, internships, and graduate study.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"utilize existing academic learning and completed readings and assignments, extra-curricular activities, student research, for-pay work, internships, and interaction with alumni and other personal networks\"}],\"text\":\"Utilizing academic learning, research, and networks for career development\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"jobs, paid internships, graduate study, and post-graduate fellowships\"}],\"text\":\"Career pathways including jobs, internships, graduate study, and fellowships\"}]}","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a73f12ed711ecf79f7cc42b65192f50184b39d37856301348052116ed7ab6b61","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52ece3425ba0dbe8bb8a50d6c4cc09f214674e462dd8d13d745911aa0a154d4c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement 'Sophomore standing' is a standing requirement, not a specific course. It is represented as a condition leaf.\"],\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52ece3425ba0dbe8bb8a50d6c4cc09f214674e462dd8d13d745911aa0a154d4c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Building on core coursework in Political Science and related disciplines\"}],\"text\":\"Core coursework in Political Science and related disciplines\"}],\"search_phrases\":[\"political science career planning\",\"polisci professional development\",\"political science internships jobs\",\"polisci graduate school preparation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Develop essential professional development materials and self-promotional skills\"}],\"text\":\"Professional development materials and self-promotional skills\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"practical ways to explore and pursue a wide range of career pathways\"}],\"text\":\"Exploring and pursuing career pathways\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"title\",\"quote\":\"CAREERS IN POLITICAL SCIENCE\"},{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"Facilitates transitions from undergraduate academic learning related to Political Science to meaningful and rewarding professional opportunities\"}],\"text\":\"CAREERS IN POLITICAL SCIENCE facilitates transitions from undergraduate academic learning to professional opportunities like jobs, internships, and graduate study.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"utilize existing academic learning and completed readings and assignments, extra-curricular activities, student research, for-pay work, internships, and interaction with alumni and other personal networks\"}],\"text\":\"Utilizing academic learning, research, and networks for career development\"},{\"evidence\":[{\"course_id\":\"POLISCI 316\",\"field\":\"description\",\"quote\":\"jobs, paid internships, graduate study, and post-graduate fellowships\"}],\"text\":\"Career pathways including jobs, internships, graduate study, and fellowships\"}]}","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52ece3425ba0dbe8bb8a50d6c4cc09f214674e462dd8d13d745911aa0a154d4c","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_6e9eb58058f4a7646bbab396","course_id":"POLISCI 316","catalog_version_id":"33d86bedfee8ab7afcf4f0b4c0f70d4b97b6a50d6044edc0cc92c5e92e40a571","record_version_id":"5e6919eb647e4b7316aa2059ea47bd4bc2a4396d0f5e7f8e29e64aa13278f128","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"52ece3425ba0dbe8bb8a50d6c4cc09f214674e462dd8d13d745911aa0a154d4c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3f8bb53c282215e927e57fe40ccacb9c63f39e5afee7437b81c56dc24afcf1a3\",\"course_id\":\"POLISCI 316\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"POLISCI 316\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"01acecf4-405a-3d69-ace1-021b66465e89\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 316\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"01acecf4-405a-3d69-ace1-021b66465e89\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 316\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"01acecf4-405a-3d69-ace1-021b66465e89\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=24 letter grades); Spring 2024: 3.95 GPA, 96.9% A/AB (n=32 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=24 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":false}]