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Very vague with instructions for the group project and she wouldn't answer the simplest questions because she \\\"can't pregrade.\\\" Overall bad professor.\",\"course_id\":\"MARKETNG 310\",\"date\":\"2024-05-26 13:29:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"de71eec83e2b07526c7cc862\",\"instructor_id\":\"rmp:2096214\",\"instructor_name\":\"Alyssa Stang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NTIyOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\"},{\"comment\":\"This class revolves around a group project, so hope you get good group members because it is a LOT of work. The class itself is fine, the lectures are irrelevant to the assignments and exams, though. \",\"course_id\":\"MARKETNG 310\",\"date\":\"2026-04-26 22:20:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"98b267049554920973f71435\",\"instructor_id\":\"rmp:2096214\",\"instructor_name\":\"Alyssa Stang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyOTM3MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\"}],\"evidence_count\":2,\"review_ids\":[\"de71eec83e2b07526c7cc862\",\"98b267049554920973f71435\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2096214\",\"name\":\"Alyssa Stang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"summary\":\"Instructor is vague with instructions and does not answer questions, expecting students to self-teach from slides.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The lectures are incredibly boring and the grading criteria incomprehensible.\",\"course_id\":\"MARKETNG 310\",\"date\":\"2018-12-10 11:07:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3670206378e54904f33bf232\",\"instructor_id\":\"rmp:2096214\",\"instructor_name\":\"Alyssa Stang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwOTQxNzc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\"},{\"comment\":\"Subject should be interesting but you have to teach yourself everything off her boring slide decks that she expects you to have memorized for the exams (nothing tested on is covered during class). Very vague with instructions for the group project and she wouldn't answer the simplest questions because she \\\"can't pregrade.\\\" Overall bad professor.\",\"course_id\":\"MARKETNG 310\",\"date\":\"2024-05-26 13:29:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"de71eec83e2b07526c7cc862\",\"instructor_id\":\"rmp:2096214\",\"instructor_name\":\"Alyssa Stang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NTIyOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\"}],\"evidence_count\":2,\"review_ids\":[\"3670206378e54904f33bf232\",\"de71eec83e2b07526c7cc862\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2096214\",\"name\":\"Alyssa Stang\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"Grading criteria are incomprehensible and exams cover material not taught in class.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This class revolves around a group project, so hope you get good group members because it is a LOT of work. The class itself is fine, the lectures are irrelevant to the assignments and exams, though. \",\"course_id\":\"MARKETNG 310\",\"date\":\"2026-04-26 22:20:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"98b267049554920973f71435\",\"instructor_id\":\"rmp:2096214\",\"instructor_name\":\"Alyssa Stang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyOTM3MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\"}],\"evidence_count\":1,\"review_ids\":[\"98b267049554920973f71435\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2096214\",\"name\":\"Alyssa Stang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"negative\",\"summary\":\"The class involves a lot of work, particularly the group project, and lectures are irrelevant to assignments.\"}]}","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_166b97080a270c6a634da53f","course_id":"MARKETNG 310","catalog_version_id":"23f38eeb8987fd443285252b5918b85e1e75e6b6bf87cb989250922c035052d9","record_version_id":"a2624d508c54e8668b4bad4f64a2ef542e407a4501d01028623cc1bf861db95b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6847e90da42c72250ba278db94aa3c3e7b0598d47ca8d727925bdea44549cd9c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4904858e6bfc888338d23d8f0eea893abe85687270dc4ba7677da313044198c7\",\"course_id\":\"MARKETNG 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_394d3939d612ad5a2b4c7668\",\"message\":null,\"name\":\"Alyssa Gosbee Stang\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2096214\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2018-12-10 11:07:05 +0000 UTC\",\"review_id\":\"3670206378e54904f33bf232\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTMwOTQxNzc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"},{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2024-05-26 13:29:05 +0000 UTC\",\"review_id\":\"de71eec83e2b07526c7cc862\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTM5NTIyOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"}],\"text\":\"Alyssa Gosbee Stang is criticized for boring lectures and incomprehensible grading. Reviewers report that exams cover material not taught in class, requiring self-study from slide decks.\"},{\"citations\":[{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2026-04-26 22:20:03 +0000 UTC\",\"review_id\":\"98b267049554920973f71435\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTQyOTM3MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"}],\"text\":\"One review describes the class as fine but notes lectures are irrelevant to assignments. The course involves a significant group project workload, though the instructor's quality rating remains low.\"}]},{\"instructor_uid\":\"instructor_37bde5fec2b5e3834e652d72\",\"message\":\"No course-specific reviews available\",\"name\":\"Ishita Chakraborty\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2799292\",\"summary\":[{\"citations\":[{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.34 GPA, 54.3% A/AB (n=35 letter grades).\"}]},{\"instructor_uid\":\"instructor_269b2e83c390843e84a76444\",\"message\":\"No course-specific reviews available\",\"name\":\"Mary Kathryn Malone\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.78 GPA, 95.7% A/AB (n=46 letter grades); Fall 2025: 3.86 GPA, 95.3% A/AB (n=43 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2026-04-26 22:20:03 +0000 UTC\",\"review_id\":\"98b267049554920973f71435\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTQyOTM3MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"}],\"text\":\"The course involves a significant amount of work centered on a group project, requiring careful selection of group members.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2018-12-10 11:07:05 +0000 UTC\",\"review_id\":\"3670206378e54904f33bf232\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTMwOTQxNzc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"},{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2024-05-26 13:29:05 +0000 UTC\",\"review_id\":\"de71eec83e2b07526c7cc862\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTM5NTIyOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"}],\"text\":\"Alyssa Stang receives poor reviews for boring lectures and incomprehensible grading, with students feeling they must self-teach from slide decks.\"},{\"citations\":[{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.38 GPA, 57.7% A/AB (n=104 letter grades); Fall 2025: 3.49 GPA, 67.7% A/AB (n=155 letter grades); Spring 2026: 3.39 GPA, 60.7% A/AB (n=112 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2024-05-26 13:29:05 +0000 UTC\",\"review_id\":\"de71eec83e2b07526c7cc862\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTM5NTIyOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"},{\"instructor_name\":\"Alyssa Stang\",\"review_date\":\"2026-04-26 22:20:03 +0000 UTC\",\"review_id\":\"98b267049554920973f71435\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096214\",\"source_review_id\":\"UmF0aW5nLTQyOTM3MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096214\",\"type\":\"review\"}],\"text\":\"Students find lectures irrelevant to exams and assignments, with vague project instructions and limited instructor support for questions.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ISHITA CHAKRABORTY is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"source_record\":{\"entity_id\":\"dd4b07b8-4e17-3671-a8cc-875a3a42c0f0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARY KATHRYN MALONE is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]