{"observation":{"id":"b14804a0-9380-4ad6-82e2-a373baca578a","tool":"notebooklm","tool_name":"NotebookLM","criterion":"active-recall-support","criterion_name":"Active Recall Support","criterion_definition":"How well the tool generates flashcards, quizzes, or other self-testing material for revision.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"Exam-ready revision notes are not just summaries; generating flashcards, quizzes, or other self-test material is part of the core study outcome. (3 of 3 judges)","scenario":"long-academic-chapter-pdf-for-exam-ready-notes","scenario_name":"Long academic chapter PDF for exam-ready notes","group_tag":null,"scenario_description":"A long academic chapter PDF used to test whether tools can turn dense study material into structured, exam-ready revision notes with source traceability and active recall support.","modality":"pdf","input_text":null,"input_artifact_refs":[],"stresses":["Long-document PDF processing","Structured summarization into bullets/tables/sections","Preserving academic clarity and key concepts","Generating flashcards and quiz questions","Source verification and jump-to-source traceability","Revision-friendly formatting and workflow support"],"verdict":"worked","score":null,"score_total":null,"note":"Produces a 12-question multiple-choice quiz with immediate correctness feedback and explanations; the UI shows 1/12 and the correct option is marked in green.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-biology-chapter-input-4a0d2c7b839f.pdf","role":"input","alt":"Notegpt biology chapter input.pdf"},{"url":"https://d3epheqghktydj.cloudfront.net/notebooklm-notebooklm-quiz-generator-output-4ddecbf363c1.png","role":"output","alt":null}],"run_id":"17ca9a9c-03d4-402e-b34d-2ea8078316be","study_title":"Turn Academic PDFs Into Exam-Ready Revision Notes Using AI","study_kind":"generation","research_task":"86b8anp1v","tested_at":null,"completeness":"input-and-output","input":{"state":"not-captured","text":null,"files":[],"modality":"pdf","stresses":["Long-document PDF processing","Structured summarization into bullets/tables/sections","Preserving academic clarity and key concepts","Generating flashcards and quiz questions","Source verification and jump-to-source traceability","Revision-friendly formatting and workflow support"]},"tool_page_slug":"notebooklm","tool_url":"https://aidemos.com/tools/notebooklm","permalink":"https://aidemos.com/evidence/b14804a0-9380-4ad6-82e2-a373baca578a","api_url":"https://ai.aidemos.com/v1/observations/b14804a0-9380-4ad6-82e2-a373baca578a"},"peers":[{"id":"94c4968e-a618-4f57-bb96-65e3d6daa7f2","tool":"gpai","tool_name":"GPAI","verdict":"mixed","score":null,"score_total":null,"note":"Generates MCQ quizzes with a hint control and an explanation section; the tested chapter produced 8 questions.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/gpai-gpai-quiz-generation-output-7985ac212ba2.png","evidence_url":"https://aidemos.com/evidence/94c4968e-a618-4f57-bb96-65e3d6daa7f2"},{"id":"e32a1d7b-84c7-4d15-a9ae-565d7621ff5d","tool":"notegpt","tool_name":"NoteGPT","verdict":"mixed","score":null,"score_total":null,"note":"Generates about 10 flashcards from a 36-page chapter, but the coverage is limited and the Q&A are shown together rather than as interactive flip cards.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-flashcards-output-83c9ff187c7c.png","evidence_url":"https://aidemos.com/evidence/e32a1d7b-84c7-4d15-a9ae-565d7621ff5d"},{"id":"abcda447-7b7f-49b7-a59b-c5609293d436","tool":"studyfetch","tool_name":"StudyFetch","verdict":"worked","score":null,"score_total":null,"note":"The tool can generate practice questions, quizzes, and additional conceptual prompts through AI chat, although the report does not state a preset quiz count.","artifact_count":0,"thumbnail":null,"evidence_url":"https://aidemos.com/evidence/abcda447-7b7f-49b7-a59b-c5609293d436"},{"id":"28332fee-f803-41bc-8930-894692ec65c7","tool":"youlearn-ai","tool_name":"YouLearn AI","verdict":"mixed","score":null,"score_total":null,"note":"Quiz generation is only moderate in volume, which the researcher judged sufficient for quick testing but not enough for full exam prep.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/notegpt-notegpt-biology-chapter-input-4a0d2c7b839f.pdf","evidence_url":"https://aidemos.com/evidence/28332fee-f803-41bc-8930-894692ec65c7"}],"other_criteria":[{"id":"19c621f4-f999-489c-93a4-96f9a32c5193","criterion":"study-material-handling","criterion_name":"Study Material Handling","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Processed a 36-page academic PDF end-to-end and began generating multiple output formats simultaneously, showing it can ingest a long study chapter without manual splitting.","artifact_count":0,"evidence_url":"https://aidemos.com/evidence/19c621f4-f999-489c-93a4-96f9a32c5193"},{"id":"cf4f006e-44de-4f90-bacc-ee6d55d479e4","criterion":"summary-output-quality","criterion_name":"Summary Output Quality","rank_role":"decisive","verdict":"mixed","score":null,"score_total":null,"note":"The table output is selective rather than exhaustive: the report says it covers only selected parts of the chapter and does not comprehensively cover the whole chapter.","artifact_count":0,"evidence_url":"https://aidemos.com/evidence/cf4f006e-44de-4f90-bacc-ee6d55d479e4"},{"id":"485c214e-dd91-49d7-903c-529e96c365a1","criterion":"summary-output-quality","criterion_name":"Summary Output Quality","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Transforms source material into a structured revision table with explicit fields for gland, secretion, site of action, enzymes, food acted upon, end product, and source, rather than only compressing into paragraphs.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/485c214e-dd91-49d7-903c-529e96c365a1"},{"id":"9e801f4f-5fa3-410c-a047-148484fbd826","criterion":"traceability-transparency","criterion_name":"Traceability & Transparency","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"Links generated notes back to the source with numbered citations like [1], and the report says those references jump to the exact page and paragraph in the original PDF.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/9e801f4f-5fa3-410c-a047-148484fbd826"}],"appears_in":[{"page_type":"ranking","slug":"pdf-to-revision-notes","title":"Best AI Tools to Turn Academic PDFs Into Exam-Ready Revision Notes","url":"https://aidemos.com/best/pdf-to-revision-notes","binding":"run"},{"page_type":"ranking","slug":"pdf-to-study-notes","title":"Best AI Tools to Turn Academic PDFs Into Exam-Ready Revision Notes","url":"https://aidemos.com/best/pdf-to-study-notes","binding":"run"},{"page_type":"tool","slug":"notebooklm","title":null,"url":"https://aidemos.com/tools/notebooklm","binding":"run"},{"page_type":"use-case","slug":"turn-academic-pdfs-into-revision-notes","title":"Turn Academic PDFs Into Exam-Ready Revision Notes Using AI","url":"https://aidemos.com/use-cases/turn-academic-pdfs-into-revision-notes","binding":"study"}],"same_scenario":[{"id":"94c4968e-a618-4f57-bb96-65e3d6daa7f2","tool":"gpai","tool_name":"GPAI","verdict":"mixed","score":null,"score_total":null,"note":"Generates MCQ quizzes with a hint control and an explanation section; the tested chapter produced 8 questions."},{"id":"e32a1d7b-84c7-4d15-a9ae-565d7621ff5d","tool":"notegpt","tool_name":"NoteGPT","verdict":"mixed","score":null,"score_total":null,"note":"Generates about 10 flashcards from a 36-page chapter, but the coverage is limited and the Q&A are shown together rather than as interactive flip cards."},{"id":"abcda447-7b7f-49b7-a59b-c5609293d436","tool":"studyfetch","tool_name":"StudyFetch","verdict":"worked","score":null,"score_total":null,"note":"The tool can generate practice questions, quizzes, and additional conceptual prompts through AI chat, although the report does not state a preset quiz count."},{"id":"28332fee-f803-41bc-8930-894692ec65c7","tool":"youlearn-ai","tool_name":"YouLearn AI","verdict":"mixed","score":null,"score_total":null,"note":"Quiz generation is only moderate in volume, which the researcher judged sufficient for quick testing but not enough for full exam prep."}]}