[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"bb66e5731ce13f5c9d5a4e631cdce89239e0ab8111e5e6d94278c17b92b72a08","record_version_id":"a7c8b812a4753ebf03fdb170d3eb4441a78b027bd556aab84f7ae1471832b6b5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d29881bb41b6cee41a9d982ecfad907ca3cc66b9d9fb14dee28e2111caa70f52","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Biotechnology MS\",\"course\":null,\"evidence\":\"Declared in Biotechnology MS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"bb66e5731ce13f5c9d5a4e631cdce89239e0ab8111e5e6d94278c17b92b72a08","record_version_id":"a7c8b812a4753ebf03fdb170d3eb4441a78b027bd556aab84f7ae1471832b6b5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d29881bb41b6cee41a9d982ecfad907ca3cc66b9d9fb14dee28e2111caa70f52","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"biotechnology business\",\"commercialization pathways\",\"biotech corporate leadership\",\"funding sources for product development\",\"financial accounting management\",\"negotiation in biotech\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Justify risks and challenges associated with commercialization of early-stage research and innovation.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Justify risks and challenges associated with commercialization of early-stage research and innovation.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze the elements that make up a viable business opportunity.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Analyze the elements that make up a viable business opportunity.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Evaluate strengths and limitations of various business models.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Evaluate strengths and limitations of various business models.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Develop an argument to influence product buy in and support.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Develop an argument to influence product buy in and support.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"title\",\"quote\":\"BUSINESS OF BIOTECHNOLOGY: COMMERCIALIZATION PATHWAYS\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Explore contemporary issues in the business of biotechnology and apply concepts critical to the success of modern biotechnology firms. Focus on modern problem-solving topics, including issues relating to corporate leadership, fundings sources for product development, customer identification, financial accounting management, and negotiation.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Explores contemporary issues in the business of biotechnology, focusing on corporate leadership, funding sources, customer identification, financial accounting management, and negotiation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"corporate leadership\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Funding sources for product development\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Negotiation\"}]}","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"bb66e5731ce13f5c9d5a4e631cdce89239e0ab8111e5e6d94278c17b92b72a08","record_version_id":"a7c8b812a4753ebf03fdb170d3eb4441a78b027bd556aab84f7ae1471832b6b5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d29881bb41b6cee41a9d982ecfad907ca3cc66b9d9fb14dee28e2111caa70f52","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"bb66e5731ce13f5c9d5a4e631cdce89239e0ab8111e5e6d94278c17b92b72a08","record_version_id":"a7c8b812a4753ebf03fdb170d3eb4441a78b027bd556aab84f7ae1471832b6b5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d29881bb41b6cee41a9d982ecfad907ca3cc66b9d9fb14dee28e2111caa70f52","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"65b9033755a5e88044266aa03dff2099761b0c26fa9be2a0742060ca049c8237\",\"course_id\":\"BIOMDSCI 822\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[],\"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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"192123e2ae48c963fd02dac52cebbfe603317262c370fd200f5c75cc3e4052e3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Biotechnology MS\",\"course\":null,\"evidence\":\"Declared in Biotechnology MS\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"192123e2ae48c963fd02dac52cebbfe603317262c370fd200f5c75cc3e4052e3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"biotechnology commercialization\",\"biotech business strategy\",\"biotech leadership funding\",\"biotech financial accounting\",\"biotech negotiation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"apply concepts critical to the success of modern biotechnology firms\"}],\"text\":\"Applying business concepts to biotechnology firms\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Focus on modern problem-solving topics\"}],\"text\":\"Modern problem-solving\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"issues relating to corporate leadership\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\"}],\"text\":\"Identifying funding sources\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\"}],\"text\":\"Negotiation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"title\",\"quote\":\"BUSINESS OF BIOTECHNOLOGY: COMMERCIALIZATION PATHWAYS\"},{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Explore contemporary issues in the business of biotechnology and apply concepts critical to the success of modern biotechnology firms.\"}],\"text\":\"Explores contemporary business issues in biotechnology and applies concepts for firm success, covering leadership, funding, and finance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"contemporary issues in the business of biotechnology\"}],\"text\":\"Contemporary issues in biotechnology business\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"corporate leadership\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\"}],\"text\":\"Funding sources for product development\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\"}],\"text\":\"Negotiation\"}]}","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"192123e2ae48c963fd02dac52cebbfe603317262c370fd200f5c75cc3e4052e3","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"998d5c7e8e3c6b0bcd93ea8d6d062066e1c8f1e31235d3a84f0e95c790e41d83","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Biotechnology MS\",\"course\":null,\"evidence\":\"Declared in Biotechnology MS\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"998d5c7e8e3c6b0bcd93ea8d6d062066e1c8f1e31235d3a84f0e95c790e41d83","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"biotechnology commercialization\",\"biotech business strategy\",\"biotech leadership funding\",\"biotech financial accounting\",\"biotech negotiation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"apply concepts critical to the success of modern biotechnology firms\"}],\"text\":\"Applying business concepts to biotechnology firms\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Focus on modern problem-solving topics\"}],\"text\":\"Modern problem-solving\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"issues relating to corporate leadership\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\"}],\"text\":\"Identifying funding sources\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\"}],\"text\":\"Negotiation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"title\",\"quote\":\"BUSINESS OF BIOTECHNOLOGY: COMMERCIALIZATION PATHWAYS\"},{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Explore contemporary issues in the business of biotechnology and apply concepts critical to the success of modern biotechnology firms.\"}],\"text\":\"Explores contemporary business issues in biotechnology and applies concepts for firm success, covering leadership, funding, and finance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"contemporary issues in the business of biotechnology\"}],\"text\":\"Contemporary issues in biotechnology business\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"corporate leadership\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\"}],\"text\":\"Funding sources for product development\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\"}],\"text\":\"Negotiation\"}]}","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"998d5c7e8e3c6b0bcd93ea8d6d062066e1c8f1e31235d3a84f0e95c790e41d83","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"bb66e5731ce13f5c9d5a4e631cdce89239e0ab8111e5e6d94278c17b92b72a08","record_version_id":"a7c8b812a4753ebf03fdb170d3eb4441a78b027bd556aab84f7ae1471832b6b5","job_id":"enrich-6556a505c10f448d98d02466","output_id":"1349b24a51d0f8f8884946571381aee0b5c829d565b6c6b11329c9b15ab4ea1c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Biotechnology MS\",\"course\":null,\"evidence\":\"Declared in Biotechnology MS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"bb66e5731ce13f5c9d5a4e631cdce89239e0ab8111e5e6d94278c17b92b72a08","record_version_id":"a7c8b812a4753ebf03fdb170d3eb4441a78b027bd556aab84f7ae1471832b6b5","job_id":"enrich-6556a505c10f448d98d02466","output_id":"1349b24a51d0f8f8884946571381aee0b5c829d565b6c6b11329c9b15ab4ea1c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"biotechnology business\",\"commercialization pathways\",\"biotech corporate leadership\",\"funding sources for product development\",\"financial accounting management\",\"negotiation in biotech\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Justify risks and challenges associated with commercialization of early-stage research and innovation.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Justify risks and challenges associated with commercialization of early-stage research and innovation.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze the elements that make up a viable business opportunity.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Analyze the elements that make up a viable business opportunity.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Evaluate strengths and limitations of various business models.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Evaluate strengths and limitations of various business models.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Develop an argument to influence product buy in and support.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Develop an argument to influence product buy in and support.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"title\",\"quote\":\"BUSINESS OF BIOTECHNOLOGY: COMMERCIALIZATION PATHWAYS\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Explore contemporary issues in the business of biotechnology and apply concepts critical to the success of modern biotechnology firms. Focus on modern problem-solving topics, including issues relating to corporate leadership, fundings sources for product development, customer identification, financial accounting management, and negotiation.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Explores contemporary issues in the business of biotechnology, focusing on corporate leadership, funding sources, customer identification, financial accounting management, and negotiation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"corporate leadership\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Funding sources for product development\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Negotiation\"}]}","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"bb66e5731ce13f5c9d5a4e631cdce89239e0ab8111e5e6d94278c17b92b72a08","record_version_id":"a7c8b812a4753ebf03fdb170d3eb4441a78b027bd556aab84f7ae1471832b6b5","job_id":"enrich-6556a505c10f448d98d02466","output_id":"1349b24a51d0f8f8884946571381aee0b5c829d565b6c6b11329c9b15ab4ea1c","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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8a14cb87650ef70a07d3b7f4be3c5a90eef61112bd1e320bfc8ef78dc046971","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Biotechnology MS\",\"course\":null,\"evidence\":\"Declared in Biotechnology MS\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8a14cb87650ef70a07d3b7f4be3c5a90eef61112bd1e320bfc8ef78dc046971","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"biotechnology commercialization\",\"biotech business strategy\",\"biotech leadership funding\",\"biotech financial accounting\",\"biotech negotiation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"apply concepts critical to the success of modern biotechnology firms\"}],\"text\":\"Applying business concepts to biotechnology firms\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Focus on modern problem-solving topics\"}],\"text\":\"Modern problem-solving\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"issues relating to corporate leadership\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\"}],\"text\":\"Identifying funding sources\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\"}],\"text\":\"Negotiation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"title\",\"quote\":\"BUSINESS OF BIOTECHNOLOGY: COMMERCIALIZATION PATHWAYS\"},{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"Explore contemporary issues in the business of biotechnology and apply concepts critical to the success of modern biotechnology firms.\"}],\"text\":\"Explores contemporary business issues in biotechnology and applies concepts for firm success, covering leadership, funding, and finance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"contemporary issues in the business of biotechnology\"}],\"text\":\"Contemporary issues in biotechnology business\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"corporate leadership\"}],\"text\":\"Corporate leadership\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"fundings sources for product development\"}],\"text\":\"Funding sources for product development\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"customer identification\"}],\"text\":\"Customer identification\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"financial accounting management\"}],\"text\":\"Financial accounting management\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 822\",\"field\":\"description\",\"quote\":\"negotiation\"}],\"text\":\"Negotiation\"}]}","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8a14cb87650ef70a07d3b7f4be3c5a90eef61112bd1e320bfc8ef78dc046971","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_bdcace155e6ade37a1366b09","course_id":"BIOMDSCI 822","catalog_version_id":"ada37c56791c132e78d37dc5ff3038875cc98702bdf34f08f5c636cdad8a7be1","record_version_id":"3d8792220622c70148bdd9e1842638ef12952b77c6e5cc02585bf9772e842778","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d8a14cb87650ef70a07d3b7f4be3c5a90eef61112bd1e320bfc8ef78dc046971","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"cd93c93465f3ad2fe85862fefc0006a9bc10875baaac0ffde3d9147a91931ce0\",\"course_id\":\"BIOMDSCI 822\",\"current_instructors\":[{\"instructor_uid\":\"instructor_224fbfd36b8238536e8ef0eb\",\"message\":\"No course-specific reviews available\",\"name\":\"Eric Horler\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_a966f137ec0c7cce17000272\",\"message\":\"No course-specific reviews available\",\"name\":\"Fabio Gaertner\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1868981\",\"summary\":[]},{\"instructor_uid\":\"instructor_c317bd61cc411f8cab9a335d\",\"message\":\"No course-specific reviews available\",\"name\":\"Martin Ganco\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2241452\",\"summary\":[]},{\"instructor_uid\":\"instructor_fdc4b4df08b1bb55cd33fd1d\",\"message\":\"No course-specific reviews available\",\"name\":\"Natalie Betz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_3ae80d3e52cd59fc1ae594d8\",\"message\":\"No course-specific reviews available\",\"name\":\"Neal Miller\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_e9a4d531d322a46c0bb370e6\",\"message\":\"No course-specific reviews available\",\"name\":\"Russ Coff\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_4ea17a9c25094c21074846b6\",\"message\":\"No course-specific reviews available\",\"name\":\"Sarah Duellman\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[],\"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}]