Paper Citation Record · LEDGER

CodeGemma: Open Code Models Based on Gemma

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 37 inbound Pith citation observations for arXiv:2406.11409.

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

pith.paper-citation-record.v1
2406.11409 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 37 of 37 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:42:26.063958Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

19
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8431a1d2-29fe-4941-8819-58ad3c0e4cef · inbound

Training Language Models to Self-Correct via Reinforcement Learning cites this paper.

Training Language Models to Self-Correct via Reinforcement Learning CodeGemma: Open Code Models Based on Gemma

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-17T12:04:10.415707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6657f1ad-0abc-4aba-aca7-67eccd5c6c9f · inbound

Are Decoder-Only Large Language Models the Silver Bullet for Code Search? cites this paper.

Are Decoder-Only Large Language Models the Silver Bullet for Code Search? CodeGemma: Open Code Models Based on Gemma

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:43:18.900931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80605306-c352-4813-9019-dcb1f7f9b9af · inbound

MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms cites this paper.

MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms CodeGemma: Open Code Models Based on Gemma

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:45:21.830761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c7198a6-20a1-4406-87a8-71f4ebb5d688 · inbound

CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification cites this paper.

CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification CodeGemma: Open Code Models Based on Gemma

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T23:42:26.063958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7cdf47e-03af-4601-a6f7-1b717edbdaa9 · inbound

Are Large Language Models Robust in Understanding Code Against Semantics-Preserving Mutations? cites this paper.

Are Large Language Models Robust in Understanding Code Against Semantics-Preserving Mutations? CodeGemma: Open Code Models Based on Gemma

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T14:51:42.056385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 86767d71-985d-42b0-a165-a42c4925a1ea · inbound

A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics cites this paper.

A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics CodeGemma: Open Code Models Based on Gemma

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:20:51.134531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739a96ab-ce89-4fdd-8693-5e104b1a2140 · inbound

SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis cites this paper.

SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis CodeGemma: Open Code Models Based on Gemma

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T13:55:18.988180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66410a37-051d-48f1-b350-2ddef785186c · inbound

Structure-Aware Fill-in-the-Middle Pretraining for Code cites this paper.

Structure-Aware Fill-in-the-Middle Pretraining for Code CodeGemma: Open Code Models Based on Gemma

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:21.094869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948613be-cf7b-459d-b373-6202bb1a3b51 · inbound

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning cites this paper.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning CodeGemma: Open Code Models Based on Gemma

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:25.194687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99022fd8-5138-4d84-a39c-ff996f90910e · inbound

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning cites this paper.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning CodeGemma: Open Code Models Based on Gemma

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:15.970264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7550a67-a71f-4d09-b4ee-8b0f29cad650 · inbound

GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant cites this paper.

GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant CodeGemma: Open Code Models Based on Gemma

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:06:54.678488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ed6e69e-3880-4471-978b-f110ced5f49e · inbound

Zero-Shot Attribution for Large Language Models: A Distribution Testing Approach cites this paper.

Zero-Shot Attribution for Large Language Models: A Distribution Testing Approach CodeGemma: Open Code Models Based on Gemma

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:07.435534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154080a7-acd9-49f1-baa0-6570049a1479 · inbound

Efficient Code LLM Training via Distribution-Consistent and Diversity-Aware Data Selection cites this paper.

Efficient Code LLM Training via Distribution-Consistent and Diversity-Aware Data Selection CodeGemma: Open Code Models Based on Gemma

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:36:26.843248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38f19182-993a-4ff1-87b6-d893e25f32c8 · inbound

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities cites this paper.

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities CodeGemma: Open Code Models Based on Gemma

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:52:07.945026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90ea4d39-dacf-47a9-8f71-6223e2cf625a · inbound

Can LLMs Write CI? A Study on Automatic Generation of GitHub Actions Configurations cites this paper.

Can LLMs Write CI? A Study on Automatic Generation of GitHub Actions Configurations CodeGemma: Open Code Models Based on Gemma

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:59:24.007854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91811124-9176-465d-ac0e-191ad7de5836 · inbound

CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation cites this paper.

CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation CodeGemma: Open Code Models Based on Gemma

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:37.543213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b107d7d-9342-448c-a2ec-1b08bd09f02d · inbound

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs cites this paper.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs CodeGemma: Open Code Models Based on Gemma

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T23:00:44.808151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b200f0f-964c-4646-9a8f-0786b918dded · inbound

AutoBridge: Automating Smart Device Integration with Centralized Platform cites this paper.

AutoBridge: Automating Smart Device Integration with Centralized Platform CodeGemma: Open Code Models Based on Gemma

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T11:04:04.622659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c47e1fa5-70dc-440a-9b9c-3046dc862e51 · inbound

Position: Intelligent Coding Systems Should Write Programs with Justifications cites this paper.

Position: Intelligent Coding Systems Should Write Programs with Justifications CodeGemma: Open Code Models Based on Gemma

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T23:02:03.431922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4482ce42-c34b-402e-978e-cde319628a84 · inbound

Prompt Orchestration Markup Language cites this paper.

Prompt Orchestration Markup Language CodeGemma: Open Code Models Based on Gemma

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-05T18:53:55.771413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d1440f6-541b-4109-a59c-1077bd1ef6cb · inbound

RefineStat: Efficient Exploration for Probabilistic Program Synthesis cites this paper.

RefineStat: Efficient Exploration for Probabilistic Program Synthesis CodeGemma: Open Code Models Based on Gemma

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-18T20:31:50.559782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 525e8e90-f7ce-4529-ac03-ba750ec20c0e · inbound

PromptCOS: Towards Content-only System Prompt Copyright Auditing for LLMs cites this paper.

PromptCOS: Towards Content-only System Prompt Copyright Auditing for LLMs CodeGemma: Open Code Models Based on Gemma

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:00:29.470567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 459f30a6-466f-486b-bb14-ac9236a09de1 · inbound

Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation cites this paper.

Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation CodeGemma: Open Code Models Based on Gemma

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:01:05.309069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b517d6bc-9623-4367-9c00-f724b308b845 · inbound

mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code cites this paper.

mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code CodeGemma: Open Code Models Based on Gemma

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:44:14.942076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0fcc1ae-8508-437b-86ae-a9b3a2aa7884 · inbound

SynConfRoute: Syntax-Aware Routing for Efficient Code Completion with Small CodeLLMs cites this paper.

SynConfRoute: Syntax-Aware Routing for Efficient Code Completion with Small CodeLLMs CodeGemma: Open Code Models Based on Gemma

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:26:10.547991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b438f1e2-4c4b-46bf-bdc1-d25df687ca8d · inbound

Subjective Code Preferences in Experts and Large Language Models cites this paper.

Subjective Code Preferences in Experts and Large Language Models CodeGemma: Open Code Models Based on Gemma

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T23:24:01.807220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fede97a3-a6a5-4ccb-b13d-f4ef5f42c149 · inbound

Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation cites this paper.

Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation CodeGemma: Open Code Models Based on Gemma

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:26:30.008606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5f7bf28-2eb3-44d3-830f-60417abd81bb · inbound

Efficient Skill Grounding via Code Refactoring with Small Language Models cites this paper.

Efficient Skill Grounding via Code Refactoring with Small Language Models CodeGemma: Open Code Models Based on Gemma

Reference 75

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T21:07:24.148051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ddf254ac-865d-4d1c-91a1-2c33fe4b410c · inbound

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees cites this paper.

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees CodeGemma: Open Code Models Based on Gemma

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:27:31.678697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 23093666-2d51-40af-bde8-852ca27c53d8 · inbound

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis cites this paper.

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis CodeGemma: Open Code Models Based on Gemma

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:38:05.373162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 057fa96f-d636-422f-86d2-f9e3f5d4b6e9 · inbound

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning cites this paper.

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning CodeGemma: Open Code Models Based on Gemma

Reference 96

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:48:39.915348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 214e994f-787b-40ea-8303-89e150808652 · inbound

SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models cites this paper.

SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models CodeGemma: Open Code Models Based on Gemma

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:24:18.361995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f24f2e5-361c-42fd-9e5e-c76e7f26a23e · inbound

UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development cites this paper.

UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development CodeGemma: Open Code Models Based on Gemma

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:21.465493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ea6cc32-5a5f-4b3b-b992-3085f11ae01e · inbound

Incentivizing Vision Language Models to Search for Long Video Question Answering cites this paper.

Incentivizing Vision Language Models to Search for Long Video Question Answering CodeGemma: Open Code Models Based on Gemma

Reference 63

Resolution: unresolved; no resolver link, observed 2026-07-12T05:50:16.895740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0390fed3-9abc-4154-ac4c-c071725978c4 · inbound

Functional and Secure Code Generation with Task Vectors cites this paper.

Functional and Secure Code Generation with Task Vectors CodeGemma: Open Code Models Based on Gemma

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-07-10T16:07:20.300890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31c505fc-46c7-4e03-811e-9a78eff60c26 · inbound

Towards Reliable C-to-Rust Translation with Rule-Guided Reasoning and Reinforcement Learning cites this paper.

Towards Reliable C-to-Rust Translation with Rule-Guided Reasoning and Reinforcement Learning CodeGemma: Open Code Models Based on Gemma

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T11:15:01.306477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67c7b9f8-320b-49c5-b25f-476bd5a0917e · inbound

Doc2CI: A Multi-Service Study of CI Configuration Generation Using Large Language Models cites this paper.

Doc2CI: A Multi-Service Study of CI Configuration Generation Using Large Language Models CodeGemma: Open Code Models Based on Gemma

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T00:12:37.696905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.