Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery | Paper Citation Record

Observation 8e0a04db-4af3-4095-b2e7-c3fdc8abf931 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Measuring Massive Multitask Language Understanding

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.437643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef59849f-2561-4205-889a-ad205002b5ec · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.444078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf461f6a-5725-4405-a118-b8c3d43d725c · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.450059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b69f1573-9abd-4bed-8ba4-229e0ddfc8bd · outbound

This paper cites CMMLU: Measuring massive multitask language understanding in Chinese.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery CMMLU: Measuring massive multitask language understanding in Chinese

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.455580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07aaa799-13a3-44c5-973b-46a2873c06d0 · outbound

This paper cites Humanity's Last Exam.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Humanity's Last Exam

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.461510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5593f93c-d23c-4f4b-94a2-ec44a9bb497b · outbound

This paper cites Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.467477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f89ccf-f877-4a89-96fa-df63108c9e35 · outbound

This paper cites MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.475481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc49a782-28b1-4521-91fc-338dcda4b53a · outbound

This paper cites MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.480803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99b874b-4c24-43ac-8780-bf2a33b59bc4 · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.487303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a88c365-4ad5-4b73-9328-c3c6ebe50611 · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.495100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12436962-42aa-4530-8f36-92636226de4e · outbound

This paper cites SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.501480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbfe7246-54a9-4817-967a-708a53757d44 · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.436908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d5ee7bb7-42a0-4fe3-9be3-5f8ad2cd5249 · outbound

This paper cites MMSciBench: Bench- marking Language Models on Chinese Multimodal Scientific Problems.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MMSciBench: Bench- marking Language Models on Chinese Multimodal Scientific Problems

Reference 13

Resolution: verified exact; doi, observed 2026-08-10T18:12:46.031913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ddae4ba9-f266-4129-83a1-358a9c7b2c23 · outbound

This paper cites MME- SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MME- SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.419494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4e4767a2-f4f0-40e0-856d-c10dc52e55f6 · outbound

This paper cites MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T18:12:46.684001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5ccbecca-c9d6-43b7-b185-e380266abd40 · outbound

This paper cites Evaluating Large Language Models on Multimodal Chemistry Olympiad Exams.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Evaluating Large Language Models on Multimodal Chemistry Olympiad Exams

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.530679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb44eb35-8e95-42e5-9b19-1b11ac5bb4b7 · outbound

This paper cites A Framework for Evaluating the Chemical Knowledge and Reasoning Abilities of Large Language Models against the Expertise of Chemists.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery A Framework for Evaluating the Chemical Knowledge and Reasoning Abilities of Large Language Models against the Expertise of Chemists

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-10T18:12:45.535564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a811bebc-039a-4068-89c3-30d7bce9d750 · outbound

This paper cites SciBench: Evaluating College- Level Scientific Problem-Solving Abilities of Large Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery SciBench: Evaluating College- Level Scientific Problem-Solving Abilities of Large Language Models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.401128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62b011c7-4d49-4dec-ab26-4ae0d917cb5e · outbound

This paper cites SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific 19 Research.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific 19 Research

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.382913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 87cac295-8472-43bb-a3c0-580fbbea7154 · outbound

This paper cites Laurent, Joseph D.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Laurent, Joseph D

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.366064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 486ed43c-d6d3-4a60-a0dd-bb6ae0d170cc · outbound

This paper cites Benchmarking Materials Property Prediction Methods: The Matbench Test Set and Automatminer Refer- ence Algorithm.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Benchmarking Materials Property Prediction Methods: The Matbench Test Set and Automatminer Refer- ence Algorithm

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.567259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b9ef12-bb64-4ff9-aba3-1e119edb9aa6 · outbound

This paper cites Probing the Limi- tations of Multimodal Language Models for Chemistry and Materials Research.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Probing the Limi- tations of Multimodal Language Models for Chemistry and Materials Research

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.560665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b21a69ab-9d3c-4994-b106-ea6f274f9709 · outbound

This paper cites Galactica: A Large Language Model for Science.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Galactica: A Large Language Model for Science

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.578371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e51b08-68b0-4d57-a31a-ab8072c908d0 · outbound

This paper cites an unresolved cited work.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.572613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71cf1e5c-0426-455f-8a6e-d9b4273d2770 · outbound

This paper cites BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.590574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5794ff47-e72d-4a3c-9fac-bcf8dae59261 · outbound

This paper cites BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.584743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bddd2d0-9b02-4b45-95c7-1463c1b5eb31 · outbound

This paper cites Toward Expert-Level Medical Question Answering with Large Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Toward Expert-Level Medical Question Answering with Large Language Models

Reference 27

Resolution: verified exact; doi, observed 2026-08-10T18:12:45.927269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f48c8d98-f855-4c28-bcef-49116f482e6f · outbound

This paper cites A Study of Generative Large Language Model for Medical Research and Healthcare.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery A Study of Generative Large Language Model for Medical Research and Healthcare

Reference 28

Resolution: verified exact; doi, observed 2026-08-10T18:12:45.948399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 45420250-3509-4477-bbc2-c3895126622b · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery ChemLLM: A Chemical Large Language Model

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.613139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea17ee0-d0ff-4a3b-8c77-15cd880882c1 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.607550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb58746d-96e5-4936-ae74-d7b3b1969881 · outbound

This paper cites Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.622718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9193fd4b-04a8-49ed-8f52-81f29dd4d670 · outbound

This paper cites Developing ChemDFM as a Large Language Foundation Model for Chemistry.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Developing ChemDFM as a Large Language Foundation Model for Chemistry

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.618179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1666ff95-95c1-4cab-9d3f-baad57d46424 · outbound

This paper cites HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.633474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8592295-9ffe-43e9-805a-257a3e42b920 · outbound

This paper cites LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.628064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4f3880-5a73-4737-8f80-a2a2a5cf630c · outbound

This paper cites LLaVA-Med: Training a Large Language- and-Vision Assistant for Biomedicine in One Day.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery LLaVA-Med: Training a Large Language- and-Vision Assistant for Biomedicine in One Day

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.349093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ac7db5ea-e559-4380-9161-37af8591876e · outbound

This paper cites A Multimodal Large Language Model for Materials Science.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery A Multimodal Large Language Model for Materials Science

Reference 36

Resolution: malformed identifier; no resolver link, observed 2026-08-10T18:12:45.638588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf27f97-e3f2-487f-b4f5-d74edab5d460 · outbound

This paper cites BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.653349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 141a93cb-5d3e-4e94-8fdb-4dc4d739a483 · outbound

This paper cites Towards Generalist Biomedical AI.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Towards Generalist Biomedical AI

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.648467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c39e0b7d-a8b6-4cb6-87ce-39c559642b98 · outbound

This paper cites Official model page.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official model page

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.332723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 163e6545-545b-457a-8062-53f069ee0af1 · outbound

This paper cites S1-VL: Scientific Multimodal Reasoning Model with Thinking-with-Images.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery S1-VL: Scientific Multimodal Reasoning Model with Thinking-with-Images

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.658254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143b5e76-0f4b-485a-aef6-9a6e0ae08a6f · outbound

This paper cites an unresolved cited work.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.673706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16cb5f5c-3240-444f-96da-a063e42bd02e · outbound

This paper cites Official model page.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official model page

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.315640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8d8d644a-7dba-42e1-9fbb-d02f111d8736 · outbound

This paper cites Autonomous Chemical Research with Large Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Autonomous Chemical Research with Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.684156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c594a9-253a-4c46-84bb-a72525ee6951 · outbound

This paper cites Augmenting Large Language Models with Chemistry Tools.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Augmenting Large Language Models with Chemistry Tools

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.678679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71663eb8-830d-4b11-9105-e4807c8fbc54 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Agent Laboratory: Using LLM Agents as Research Assistants

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.694302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da1a658-9741-490e-bc0d-a3f5b5698c8e · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.689310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43fdef55-fbad-43a5-9152-fdf119517831 · outbound

This paper cites Holistic Evaluation of Language Models.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Holistic Evaluation of Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.706580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49d75d8-f986-41d1-a6ac-061ca79f43cc · outbound

This paper cites Accelerating Sci- entific Discovery with Co-Scientist.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Accelerating Sci- entific Discovery with Co-Scientist

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.700552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6e03e02-ae19-4644-8c32-52ee50a48b39 · outbound

This paper cites Official announcement.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official announcement

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.277551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 12e1dffa-84fa-45d8-a418-11b475973b5f · outbound

This paper cites Official model page.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official model page

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.297063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 277ff460-803b-4303-beb1-73b43f6eef2f · outbound

This paper cites Official announcement.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official announcement

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.242205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ab284fbd-faaf-444a-b1ce-d25b307f6412 · outbound

This paper cites Official announcement.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official announcement

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.259418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 38e41d2d-1b74-4c70-bd1c-59a71b702375 · outbound

This paper cites Technical report.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Technical report

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.740580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f150293-0ef4-4a34-a00c-c7c5b1ad5f9d · outbound

This paper cites Official announcement.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official announcement

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.223147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f4c8711c-05c1-44ce-b3cc-1458885550f0 · outbound

This paper cites Official announcement.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official announcement

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.184241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fd0b8331-f601-421b-b07c-469e63fe2847 · outbound

This paper cites Official model page.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official model page

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.204464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 718f2f70-3b6b-4b74-a1a3-b1df08ce11a2 · outbound

This paper cites Official an- nouncement.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official an- nouncement

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.146586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 229cfa37-f5f4-4fa8-b361-500c0f94030a · outbound

This paper cites Official product page.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official product page

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.164218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f183a181-fead-4d55-a60d-89b2d56523d1 · outbound

This paper cites Official blog post.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official blog post

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.114798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9a11b2fa-adbd-4890-92fa-32c77f1dd65a · outbound

This paper cites Official product page.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official product page

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.131065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8d4deb41-7eaf-4241-adfd-2124cf79666f · outbound

This paper cites Official documentation.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official documentation

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.079717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1e8c5b9a-818b-4a29-b231-ee53646d2a8b · outbound

This paper cites Official blog post.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official blog post

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.097533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b9eeadac-01ff-4050-986e-046c4061e6a4 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.793467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd4c1760-6621-4481-96ce-c2847bdc4c10 · outbound

This paper cites Official model page.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Official model page

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.061331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c194ff67-38fe-4eb0-8284-cbc67595cf00 · outbound

This paper cites General-Purpose Large Language Models Outperform Specialized Clinical AI Tools on Medical Benchmarks.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery General-Purpose Large Language Models Outperform Specialized Clinical AI Tools on Medical Benchmarks

Reference 66

Resolution: verified exact; doi, observed 2026-08-10T18:12:45.866914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0048a323-2efb-4ffb-a63a-6b15012b3815 · outbound

This paper cites an unresolved cited work.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:12:47.044181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4a048028-df4f-4adf-b5b3-ce7d4b59a59c · outbound

This paper cites 5" and "5.0.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery 5" and "5.0

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.027325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8380eb46-a185-45bf-8400-39928410f614 · outbound

This paper cites 5-10", "[0.8, 1.2].

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery 5-10", "[0.8, 1.2]

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:47.011331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0f4305c-3aec-4988-9bcc-670f5b1bbe46 · outbound

This paper cites correct": true or false,.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery correct": true or false,

Reference 70

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T18:12:46.994625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0f3d21a7-24dc-4654-b2d2-467b210c2dce · outbound

This paper cites LAB-Bench: Measuring Capabilities of Language Models for Biology Research.

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery LAB-Bench: Measuring Capabilities of Language Models for Biology Research

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:45.555130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers