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Paper Citation Record · LEDGER

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation

As of 4 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2607.05734.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.05734 v2

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T06:54:22.053271Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

75 of 75 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved71
  • parse uncertain3
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aed83619-261d-49ed-b463-aceec7bbc618 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:83cf59c846bc6fb83ad02170c9299390907bce3d19cc8e94e2f722f76eaefe79

Observation 4b6d80a8-d0dd-4059-8bfe-3ec075eede93 · outbound

This paper cites Each object must have ’stage’ (string, one of H, P, C, R, V, F), ’start_line’ (int), and ’end_line’ (int).

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Each object must have ’stage’ (string, one of H, P, C, R, V, F), ’start_line’ (int), and ’end_line’ (int)

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:37c48c7b8a68be024a8be21ccdfbd40b7e3c54b7d54952ae71d4c85331982435

Observation 23ebf2e3-b6ac-4aef-93cd-3951170ba73c · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:63b7f27d712789d569728eb4538171f83ca71d33ecd3127cc09a67cd9a08f796

Observation 5c1ef4bb-5280-4c2a-83a1-74baa68245f5 · outbound

This paper cites Break down long blocks when the reasoning shifts between history, preferences, candidate analysis, tiering, verification, and final ranking.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Break down long blocks when the reasoning shifts between history, preferences, candidate analysis, tiering, verification, and final ranking

Reference 4

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no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:16967f5fb330a9f8810a4162c0b30f53b3418143a18d96a8b2fd6ea11f6afbb4

Observation 75d8b37f-a0e1-406d-87b2-1c324ceb2fcd · outbound

This paper cites Use F only for final conclusions or final ranking statements; use R for intermediate tiering and draft rankings.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Use F only for final conclusions or final ranking statements; use R for intermediate tiering and draft rankings

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:93c419b0ae9d812cdc101131f732563260859dc3d2b1482861efa85e30df78e4

Observation 2b47795c-5538-429c-942b-7a54b18f8160 · outbound

This paper cites natural hair care.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation natural hair care

Reference 6

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no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:4db736a5fdd42c80d21aa33d183f6fd1a9dbc67918e9e297ff557d3b09013eb9

Observation fa43ae37-2794-492f-9ac1-a4a55863d0c8 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 7

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:1a322dd28c14fc371bc57df62a02db1a6fc5daa838225b2fab611d55b36f0ab8

Observation 02f5df94-71cd-4546-b780-744467e16cdf · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 8

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:c9d9e6b6a2e11ebad3117ddaf4e4cc08fd6643e6e76168ddb5bde33f9973fe3d

Observation 1a05ae53-6ad8-4797-8952-8d11724fe268 · outbound

This paper cites unrefined.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation unrefined

Reference 9

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:9a7557f4662458c7994202143d530cf84c23e65cfcb861b6534d047614a2db14

Observation 5563aa8e-45b1-436d-ae8b-454167420bc9 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 10

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:ae73b5646aa44ce435167992a93cd51cd1415340e4651c058e800b4b29bb9b4a

Observation f28ddadd-c424-416c-af15-9c1dd2b055c3 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 11

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:18c34e95b283ccdd7903c1130c10338c5efed2b49cfc9165c370e1bdf3720960

Observation 05ca4de1-c9d3-4497-ab3a-b25abac9c0ed · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:cb060653a8dce31526d5c0a5798b8622d23c2e1d556bc744e469b6b7a9091800

Observation 93ad1661-634d-4061-98c7-5296e83fa2d7 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 13

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:83959b09babd397a63bc6ceb21757e723d47064cac2e63b30165c3dd34fc5f0f

Observation e6aeccee-a5fe-4fe5-8fce-df7d152249bf · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:a8b420c5258e781ce39a83382ad30663446e37aba5fd37d2c51bd2b41fdf46d0

Observation 4102e8e7-c127-4d43-bab3-e0f19c2f315d · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:f13f2481c3a7f426671a66b9fb2cc6a5f393d106a2c8a06335069a404d9b6628

Observation 8154e659-94bb-4bce-9861-a2910ca38008 · outbound

This paper cites natural/pure/unrefined.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation natural/pure/unrefined

Reference 16

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:b73fd352c9feaf0ab82d7e17084c46413f724ef77aaef32309fdce5e9690fca7

Observation 98a43fa6-9c01-46c7-980c-20140bd93901 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:ba2f16d81ea83c67af930efd8d6b6ef72f59b88ffdc3dd4ae3c23daa8499bb5b

Observation 4a3e56da-12bd-45a9-ac7c-de19036c643e · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:87a5ed9c083b41473965672be208f7784ab442a31731ec344b8e2644b8c9f03a

Observation bfc90a25-11b6-4ece-a961-7a7173c3d349 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 19

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parse uncertain
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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:8ab66d0ebd3edc194722d0925b46f773d5bf3175895cfc2a1eeb65ce6dc4083a

Observation d70657d9-c784-4ff6-8811-c621c07d5aa7 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:71f3c225dc20b2752b06be0ca54aa485ebf97b92fb36270da48f18778123385f

Observation 088c8a23-99f2-49e5-83a2-088563bd5b71 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 21

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parse uncertain
no resolver link, observed 2026-07-13T06:54:22.053271Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:31336ed97d9277676520272dcc421a17bd6fbae63e5c7a9646ecca0feb1b107c

Observation 1d599712-6384-499a-881d-a167714151d4 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:663d324255a5537b7c12ef23df7ac219e92a11c71ed0dc1f01a17b1db8fe4c63

Observation c3c248cb-f07c-4986-92aa-aa3a3ece6729 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:572c4081ec7ef43ad6f94520a46abee194a4e8715317baf32dff91724d103467

Observation 2ea23c80-21f9-4c01-9671-23f07ee2b30b · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:7a814f952f177f4ec2874139fdca5f8702d5c4fa3e45d9feaa128df32cdf3a9c

Observation 78f82666-381a-43cd-b066-4a4e9a41ef31 · outbound

This paper cites stage":.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation stage":

Reference 25

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:b3aed3f5ddd79959e133f57792039d931fe73a6052395b435b4cadba72072b0c

Observation 7778743f-8d10-4132-95a9-87ba686071af · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:1b52a29e1249078158a5ee71ce9c2024a86a2a0ff250c9c2f8e1340a10522232

Observation 29b9d82d-3a56-4f88-bf6b-f7a0a8532cca · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 30

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:f142955996fe60d6ab2505c8d7339e2d296c82e3074213b47eb8760a26e20bf9

Observation 6f38abec-c040-4cf3-8324-e2d5a4bbb0aa · outbound

This paper cites ▷Verification / Pairwise Comparison / Self-Correction * P1 (Hydrate Curls) + P4 (Keratin Smooth Shampoo) -> Candidates 1, 5, 6 (Conditioners/Shampoo).

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation ▷Verification / Pairwise Comparison / Self-Correction * P1 (Hydrate Curls) + P4 (Keratin Smooth Shampoo) -> Candidates 1, 5, 6 (Conditioners/Shampoo)

Reference 31

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:d2f7ece984f0e8b2e158313ae7b3a82aa654bde25174ab901f12cafa9ddb719b

Observation 9b99ad00-2999-40bc-b774-04bd04fc57e3 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:4607cc4ab36e8c08191661630b3758aed96eb9690346076225d14b5bc83096c2

Observation 3b56de42-3490-449d-b995-1a5c6779729a · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:dbdc50418affb0537ba4ba0ae0cc940585a6c75fca1de80827e4ddb670fcdb7d

Observation 525cc1e0-ae00-4ea9-bfac-b7a61c8fdee4 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 34

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no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:c7aa97c7787b19fcf320584aee043be3c3ae64edffbd26a3f814c4a34b411fbf

Observation 110974cd-aec6-4354-a344-b140b18d88ab · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:22687d793007d9bd1114029b257fd3228381db6128246cff8cd9d44d110e1981

Observation 50cec49d-4032-46f4-8eb9-43c452d13c46 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 36

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source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:a4325be3ba8664254ab5ba9b83b3352135013cb9a962730ec5ee6d0f29559087

Observation b592ee86-2123-48d2-ba00-4032c5837e75 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:9897e9ac87d7fba83bf81b5dde6512f2267084862bf3dc8105915f957dc4ecd1

Observation b01a607f-7494-4ded-8e30-4ff459fc7796 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:7210e3e60fdd9f9a57b67bdb861cba0489f435007ece684f2bd9970aea1c2649

Observation 5905b3e0-d74a-4c0b-820c-08c97b38d9d5 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:4d3084cad9961c7ffb2bd3cf18648c85d6cb2b4d64e0b3817d99e89bbf3e29d0

Observation 6f8b6f88-0332-446d-a51c-c4d7154e0613 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 40

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parse uncertain
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:bfa00942f5209d58dac38a5a98f6dc2d5dc3c5e3caaaae880926dc9abeca0e05

Observation 27560c28-9904-45cc-80a9-9bc8074917fe · outbound

This paper cites helps restore moisture and rebuild damaged hair.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation helps restore moisture and rebuild damaged hair

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:5c8f916b218282fcb205e63f478c22d9055495213bbfc160e94b0e11ed757668

Observation 670c7102-c8fb-4ae9-a141-0ae18eb9c01e · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 42

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:17f35c2cecddef63de87322add14268fba71c602900e0898a8bc204fb173fbab

Observation cba6098b-e7be-474d-a941-7b4e367e80bd · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 43

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unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:5ae2a74eac3690ea0d0b2247c4c8f3b46abc91be4e29697f37cd0eb62dc53801

Observation 699b59cf-f84b-416e-b1be-cf94329e702b · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 44

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no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:349b8e2bc37aeeec9fef8d4005ebceb594d1c107f042b2722d7233223715e154

Observation aaac1893-d5b6-4327-a482-e11648d80af6 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:a61e4c2181bb899dbc3bb6fe9e7b3c921515832ebaabdbc037357936dbe15000

Observation e4aca4cb-6b54-4fbe-b536-20b016ffe46d · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:b81606de071df8e8f1ed05d7c676642a7962ae895cddc30bb159eddfd2a092fa

Observation dad3a370-6b21-4ab6-ba4f-179075d8c45c · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:c9b0de2136d22ac6f1829f2af93c3289d403c73816710af8ff861ce47aa9d4a2

Observation 93cea455-778c-46a5-8915-2880e0d9a11f · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:911f31d80c7c790d9250fe3e0a5edcc6b3341c3319ff0c2c0277d143e24c32ee

Observation 3472582e-8fcd-4326-8cdc-4c79fd1411e0 · outbound

This paper cites Glossing Shampoo.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Glossing Shampoo

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:81739eea09275343c1495626e83ccca15088f7d4210a4ed5769373014cf0a688

Observation 98250dbd-9faa-4840-8154-f941b8486e49 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:3c9593f4f2977c0d36160442533155ebfccd8d905bcbf88bf6a1f77eda3c6e67

Observation bcc88a99-8746-449e-bae5-723ac759f71f · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:774cfc0ca62959b9b3fe3b6f4eb4aa52637162ccbedb0fb752d286d5ece7cccc

Observation 2fd25bb3-2246-4f59-a89a-82d91eb740ab · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:950b8d8438299971cf2df4456d1b6475232e0785c690b86e2618814b061ebcdb

Observation 57edd6b3-fea2-472c-bbff-b0e07e8a2853 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:255015893acaf9b1fa7df5059dd3f9c5c4d2fe8fbd36bc73c25bba1e5701f60a

Observation 82918ef0-1709-4c5b-a195-88702b5acb93 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:f480f1015b9ced5565d9ede33df188da9921f8e3e53761f7806d5483a5a22f8b

Observation 4edf7a93-13ef-4b9e-bb77-024abe0d6a3d · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:bcd5eb6a09612a3ed834a45989a1cb81c2e426c685ae540a43358b47f238a9b0

Observation 20529466-ca29-409e-83ca-331dccb2c5f3 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:0b0a8aff766385695cb8faa5889a134b44478e1fb3afa3da7ccabf0bf6f56efc

Observation 2326b4dc-e7a3-4a93-9e58-94d1f5bd9554 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:f33955d9a3fa2d050558b17ca5884171b9d9044280881d01935012eb6028efe4

Observation 9c09c94c-0bc9-4d25-960d-da6536118059 · outbound

This paper cites The user bought hair care products, not tools.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation The user bought hair care products, not tools

Reference 61

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:3bf62f8fe9df2a28f3d84870dc6bd9d249016027d3143838e9e4a04f2ad9e09e

Observation 4422b787-e111-4742-baec-37553e5998d9 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:a0df03ffb73d1018d0a51e2c1b2fe0ed22e0fb6a1c3d087487c2fb9772939255

Observation 4eea59fe-8157-48ae-a39e-4c375d1a1b6b · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:e488f66258f2f7a93b85b43d0bb649829d278b9d41205b27a012c52ae3b0d2c7

Observation 70c7eaa4-4447-45ae-b259-ba2f18d5bca5 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:7fdbe786b80bd6880fa9f83d330ff05c92a3a275dd8257e2066970647573502b

Observation 67341986-2c0c-4137-ae2d-9a7dff1cfc0a · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:cb118a083d41f1b58b871b9a109299d21c2a49efea7a18f9c41f34fdb2b47d31

Observation 66b36f8e-b17a-48f7-b8d4-85be477559b4 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:dbafa85fae9b645a28985d1618cfc7663631fc81f3a8e745071033eaf62148fe

Observation cc14f2d3-cfb2-4daf-8bf3-2dfa4b15ee04 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:fce0891a8c1da583b620e8e12d389de65aae2f7122d49d6cb424f7744bd40949

Observation 5d68150f-89c3-4269-b06b-bfadc57efaf2 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:31ec8a4caeebe871a4c08c742e0e8d9c30d2150b9130f99578bcb93eb15bba03

Observation ab173522-cf5e-43d0-97da-02626ed45004 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:4673332aa4caf00e240b85d303a558b4c63f6a88a1d7361c9274ee97f76051f5

Observation 82de21b9-465a-46ab-892f-3ca32a8a7aaf · outbound

This paper cites Age Perfect Hydra-Nutrition Moisturizer.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Age Perfect Hydra-Nutrition Moisturizer

Reference 70

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:d2d8032264849e3a9b3b2e4381643af3033b8386ba6675bbe71e63b2669975b1

Observation fc82e9be-3331-4072-a0d2-896f91ba932f · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:edb1cd319182d6942ae06c92d65f512944e78d89bcb2042fc328dc641caa71ee

Observation e07c7460-cf7a-4c5d-931f-6333899e95ae · outbound

This paper cites Hydrate" or.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Hydrate" or

Reference 72

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:756114f4e21baefbfbfe84db6d8046d9cd6584f757cb36bdbf0e979cdde2466b

Observation 4c2333c8-643c-4fa2-b93c-8794921ad2af · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:fcc4920dd0c98625e2e431207aae6170021d686be8974d3f06008cd152571d55

Observation 965b52ba-741f-4dfd-a581-8f85b429c99d · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:0b2d0f87af43d6f1f46d3535949759323af2110a990be7730c0efb4ce7a81e72

Observation eca1d991-93a4-4ae3-aac1-f58406fd8c2c · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:0ad228708195e518448c41a24cf7f9457ba58e2cb04b57ad24dc26a83241eb34

Observation 89bbe566-23eb-4367-aa92-aba3418bb708 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:c64c2b80207d552d0b78f59ab45457d8285a652be5bc27540de52729c2bce73b

Observation 98f6894f-c789-474b-9bb9-d061f81ee495 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:c7e2b833202b3d60ab84f45f3dfd8b6bbd28cc240d4c32727c5a55e25de6a041

Observation 77e45538-9131-4d7f-a286-a4cb23c48cdc · outbound

This paper cites Verification/ Self-Correction: Refining Hair Care Ranking: The user has significant history in hair care (P1, P4).

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Verification/ Self-Correction: Refining Hair Care Ranking: The user has significant history in hair care (P1, P4)

Reference 78

Resolution
malformed identifier
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:6088a4ffc6d032c6440c28103a06dbdca06769e99dd2682f64dc8d83c2cfb971

Observation fc33a35c-f851-40a1-afb4-b1613b352d3e · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:3c0daed5dcb26c6ab816299fd4ffb9d55844289d1237ee7e58c31e9335edb642

Observation 77048bd2-5de3-4c62-b447-a5e4d0ad31c2 · outbound

This paper cites an unresolved cited work.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:e697ab3a4c4d1eb550af32ab0c53b0f6d64ee518aa85eda85695020757b81d64

Observation a9c364b9-1700-4f64-b5a8-2692e6f48266 · outbound

This paper cites smoothing.

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation smoothing

Reference 81

Resolution
unresolved
no resolver link, observed 2026-07-13T06:54:22.053271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:54:22.053271Z digest=sha256:94d5ada7e30b02552f6187daa18c851e0f8bb45cd3ddde9f5c2ab1c2cef60417

Pith citing papers

No inbound Pith citation observations are available.