Paper Citation Record · LEDGER

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting

As of 13 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2605.05144.

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

pith.paper-citation-record.v1
2605.05144 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T16:44:33.535648Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

19 of 19 outbound references displayed

verified exact7
verified fuzzy12
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e5048a91-5540-4cba-a3de-8255535050cf · outbound

This paper cites The wicked problem of ai and assessment.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting The wicked problem of ai and assessment

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.288851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ab47920c-2bb0-42be-b1cb-6fcea3b3df10 · outbound

This paper cites Towards robust evaluation of stem education: Leveraging mllms in project-based learning.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Towards robust evaluation of stem education: Leveraging mllms in project-based learning

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:01:07.493268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation add5ab02-a7cd-4152-b657-3f4c81617797 · outbound

This paper cites Evaluation of llm-based feedback generation for distance project-based learning.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Evaluation of llm-based feedback generation for distance project-based learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.308131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b1678093-1287-4379-aaec-42f195c07d7a · outbound

This paper cites Automatic feedback generation on k-12 students’ data science education by prompting cloud-based large language models.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Automatic feedback generation on k-12 students’ data science education by prompting cloud-based large language models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.312045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 068a30e6-a602-48cd-958e-c296d9f77e31 · outbound

This paper cites Autopbl: An llm-powered platform to guide and support individual learners through self project-based learning.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Autopbl: An llm-powered platform to guide and support individual learners through self project-based learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.292815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7a4de2fd-b875-4f54-b3df-e06ca0f5c88f · outbound

This paper cites Design and evaluation of an llm-based mentor for software architecture in higher education project management classes.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Design and evaluation of an llm-based mentor for software architecture in higher education project management classes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.300618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 18fd9094-ac82-4568-8ac7-0503fb396de0 · outbound

This paper cites Enhancing statistics education through project-based learning (pbl) and the emergence of chatgpt.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Enhancing statistics education through project-based learning (pbl) and the emergence of chatgpt

Reference 7

Resolution: verified exact; doi, observed 2026-05-08T16:48:27.723093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5687012c-ee0a-4cd4-9e9f-fd781a4633cf · outbound

This paper cites Application of generative artificial intelligence to assessment and curriculum design for project-based learning.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Application of generative artificial intelligence to assessment and curriculum design for project-based learning

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-08T16:48:27.714080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 28a6ac1a-b254-450e-baf4-c844e2a6b4e2 · outbound

This paper cites Cs1-llm: Integrating llms into cs1 instruction.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Cs1-llm: Integrating llms into cs1 instruction

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-08T16:48:27.719373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 66938aeb-bbda-43e4-ae86-dd809ba066ac · outbound

This paper cites Integrating large language models into project-based learning based on self-determination theory.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Integrating large language models into project-based learning based on self-determination theory

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.304400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 19dafce7-f682-4045-8c94-dd6641c0b560 · outbound

This paper cites Designing Child-Centric AI Learning Environments: Insights from LLM-Enhanced Creative Project-Based Learning.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Designing Child-Centric AI Learning Environments: Insights from LLM-Enhanced Creative Project-Based Learning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:01:07.481819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1be8f0d2-801d-4066-a04a-4ec520eedc22 · outbound

This paper cites A two-level cascade evolutionary computation based covered call trading model.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting A two-level cascade evolutionary computation based covered call trading model

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.296206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 705855c8-2efa-480f-8f9b-180af7a1c41c · outbound

This paper cites Machine learning method for return direction forecast of exchange traded funds (etfs) using classification and regression models.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Machine learning method for return direction forecast of exchange traded funds (etfs) using classification and regression models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.285561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 25bb5804-80a7-4c98-bf66-315a915e42f1 · outbound

This paper cites Multimodel forecasting of technology-focused etfs using arima and lstm.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Multimodel forecasting of technology-focused etfs using arima and lstm

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.281571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 474b7a39-21ed-4338-9eb1-1fd056019b8a · outbound

This paper cites Xgboost algorithm-based model for predicting mutual fund returns.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Xgboost algorithm-based model for predicting mutual fund returns

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.270126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7684da12-ad31-43bd-8839-1703e1caffce · outbound

This paper cites Predicting daily stock price directions with deep learning models.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Predicting daily stock price directions with deep learning models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.274109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c36313d-3bc0-4ba9-a9b6-e767514ca2ac · outbound

This paper cites A comparative study of lstm, lightgbm, and autoregressive model in narrow-based etf market prediction with multi-ticker models.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting A comparative study of lstm, lightgbm, and autoregressive model in narrow-based etf market prediction with multi-ticker models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-08T16:48:27.731622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 01dd93e4-33bb-4ce1-8a3d-333960de14d1 · outbound

This paper cites Aroussi,Ranaroussi/yfinance, original-date: 2017-05-21T10:16:15Z, Jan.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Aroussi,Ranaroussi/yfinance, original-date: 2017-05-21T10:16:15Z, Jan

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:22:07.277989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 85943348-4004-4a06-aebc-9823043e8171 · outbound

This paper cites Mean Square Error.

Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting Mean Square Error

Reference 19

Resolution: verified exact; doi, observed 2026-05-08T16:48:27.726529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.