Paper Citation Record · LEDGER

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction

As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2505.05084.

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

pith.paper-citation-record.v1
2505.05084 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:19:12.062455Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:01:38.912215Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T07:26:59.417797Z

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy5
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6a88a0d-60f2-44ec-9ac2-a6a5833345ce · outbound

This paper cites an unresolved cited work.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:19:12.393073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46b727d0-ec24-41e6-83f6-30052a8d3d4f · outbound

This paper cites an unresolved cited work.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:19:12.373781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe89fe05-8b1a-40fd-a5b4-7a46a3912039 · outbound

This paper cites Within the MCP framework, all of the assump- tions above are satisfied.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Within the MCP framework, all of the assump- tions above are satisfied

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:19:12.357375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation efd7b1e1-cac9-48d9-a4e1-f93f0d207a7b · outbound

This paper cites Crosslingual Generalization through Multitask Finetuning.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Crosslingual Generalization through Multitask Finetuning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:12.001879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0eb0dd3-cb22-4ad4-9d62-4eeaf812429d · outbound

This paper cites DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:12.012956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d17148-adb1-4301-8da5-9ffbbca5d5a4 · outbound

This paper cites A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:12.022946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 129ee4df-107b-40aa-82d8-ea564edc6a89 · outbound

This paper cites CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:12.027384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd566b41-afa1-48f3-b2ae-e5565b107ab1 · outbound

This paper cites 𝟗𝟎𝟏 𝒌 = −𝟏𝒔(𝒙)Binning 𝑞ොெ=𝑞ො௜, 𝑖 = 0,1, … , 9 = {0.531, … , … }New instance 𝑿𝒕𝒆𝒔𝒕𝑫𝒆𝒕𝑿𝒕𝒆𝒔𝒕= 𝟏.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction 𝟗𝟎𝟏 𝒌 = −𝟏𝒔(𝒙)Binning 𝑞ොெ=𝑞ො௜, 𝑖 = 0,1, … , 9 = {0.531, … , … }New instance 𝑿𝒕𝒆𝒔𝒕𝑫𝒆𝒕𝑿𝒕𝒆𝒔𝒕= 𝟏

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:19:12.338005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dfeba26e-d5fc-425a-8e51-3a5bc77aee5a · outbound

This paper cites an unresolved cited work.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:19:12.316562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2ee11fab-1bb6-493b-af8f-3c55d9b80865 · outbound

This paper cites an unresolved cited work.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:19:12.300117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ce8d6f9f-9264-401f-a04b-f832bb057106 · outbound

This paper cites an unresolved cited work.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:19:12.281694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ec0dc38a-e042-4727-928b-9d4e3e3c8b1c · outbound

This paper cites Vanilla” refers to the detector’s original configuration, whereas “MCP.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Vanilla” refers to the detector’s original configuration, whereas “MCP

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T23:19:12.265613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a214820b-dae9-4549-ae8c-1829e85cf5ad · outbound

This paper cites In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 142–150, Portland, Oregon, USA.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 142–150, Portland, Oregon, USA

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:19:12.429789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ecda76d1-bdb2-45d5-af31-d750f2b76ba4 · outbound

This paper cites The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:12.008149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58aca11c-fded-43a6-89f4-badf26e469da · outbound

This paper cites In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 8384–8395, Online.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 8384–8395, Online

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:19:12.413704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46b6b939-3003-4ad9-abe2-318d2507e920 · outbound

This paper cites IEEE Internet of Things Journal , 8(12):9549–9558.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction IEEE Internet of Things Journal , 8(12):9549–9558

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:19:12.447213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cd432bf1-2e10-4d93-9706-56ca35e6cbad · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:11.974044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c7d3d66-b91b-4418-833d-a6df83eced84 · outbound

This paper cites How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:11.980012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37890b97-a26d-4021-acc4-3abf0a5a4e79 · outbound

This paper cites MGTBench: Benchmarking Machine-Generated Text Detection.

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction MGTBench: Benchmarking Machine-Generated Text Detection

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T23:19:11.991372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 72951855-eb6c-4a9f-b020-fc27eaaeb11f · inbound

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark cites this paper.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-03T12:01:38.912215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9be63c-dbfb-43d0-8e6d-611fad1ec909 · inbound

Alignment Imprint: Zero-Shot AI-Generated Text Detection via Provable Preference Discrepancy cites this paper.

Alignment Imprint: Zero-Shot AI-Generated Text Detection via Provable Preference Discrepancy Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:26:59.419261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.