Paper Citation Record · LEDGER

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.14770.

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

pith.paper-citation-record.v1
2507.14770 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:53:04.146088Z

measured 36 of 36 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 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

36 of 36 outbound references displayed

verified exact2
verified fuzzy26
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 14800b95-1b3c-417b-8785-db4422e60117 · outbound

This paper cites Copilot by the numbers: Microsoft’s big ai bet paying off,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Copilot by the numbers: Microsoft’s big ai bet paying off,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.720375Z

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 ae1a8793-63c3-4850-8bbe-84b190347ed2 · outbound

This paper cites The widening gap: The benefits and harms of generative ai for novice programmers,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions The widening gap: The benefits and harms of generative ai for novice programmers,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.712546Z

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 c8e62821-8a85-4a97-8040-2373603ae8df · outbound

This paper cites “it would work for me too.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions “it would work for me too

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.704617Z

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 004d0237-2417-4a4d-978f-6935015f9d9d · outbound

This paper cites Investigating and designing for trust in ai-powered code generation tools,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Investigating and designing for trust in ai-powered code generation tools,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.696808Z

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 e5a1b987-ae51-4121-9b29-6b44a1a1f29c · outbound

This paper cites Exploring the learnability of program synthesizers by novice programmers,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Exploring the learnability of program synthesizers by novice programmers,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.688702Z

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 797f8de2-6433-4295-a090-38e2ca693e24 · outbound

This paper cites “it’s weird that it knows what i want.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions “it’s weird that it knows what i want

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.680378Z

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 ee254fb5-36a5-450e-80d7-1a9e2167fc41 · outbound

This paper cites Asleep at the keyboard? assessing the security of github copilot’s code contri- butions,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Asleep at the keyboard? assessing the security of github copilot’s code contri- butions,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.672101Z

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 c4ad8214-c7ff-4631-b10d-cbd28d46e595 · outbound

This paper cites Accelerating software development using generative ai: Chatgpt case study,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Accelerating software development using generative ai: Chatgpt case study,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.664088Z

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 08ee48bf-8b65-470f-879c-379fd3a3b795 · outbound

This paper cites Interactive program synthesis by augmented examples,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Interactive program synthesis by augmented examples,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.655481Z

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 959eb5dd-2d7b-41de-abcc-ecb302785ca2 · outbound

This paper cites “you’re on a bicycle with a little motor.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions “you’re on a bicycle with a little motor

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.647210Z

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 c70fc15e-639d-4fc2-b8ef-2053aa374e93 · outbound

This paper cites Interactive Prompt Debugging with Sequence Salience.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Interactive Prompt Debugging with Sequence Salience

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:53:04.490330Z

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 00a53c6e-2f9e-4ab3-9447-4bb90a6ac3a3 · outbound

This paper cites Introducing code referencing for github copilot chat in visual studio,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Introducing code referencing for github copilot chat in visual studio,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.639320Z

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 16fd2031-a9c9-4aad-a55d-35ce33375380 · outbound

This paper cites Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.088381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0468b89b-a73e-4d10-ba79-0d21077af562 · outbound

This paper cites Balancing chatgpt and data protection in germany: challenges and opportunities for policy makers,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Balancing chatgpt and data protection in germany: challenges and opportunities for policy makers,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.626017Z

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 61a789a8-9da9-49ab-8fe7-745670a0a987 · outbound

This paper cites Rai guidelines: Method for generating responsible ai guidelines grounded in regulations and usable by (non-) technical roles,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Rai guidelines: Method for generating responsible ai guidelines grounded in regulations and usable by (non-) technical roles,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.617134Z

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 ed9f02a7-c3c7-48c5-a3d2-1d1b3f4d18fa · outbound

This paper cites A Comparative Study of Code Generation using ChatGPT 3.5 across 10 Programming Languages.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions A Comparative Study of Code Generation using ChatGPT 3.5 across 10 Programming Languages

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.096033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4494aa1a-fc8f-460b-bd00-7ddf1fdadab1 · outbound

This paper cites MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.098654Z

Source-reported events for the cited work

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Observation 9f1af861-7de6-4d5a-9acf-ceabf828a616 · outbound

This paper cites Exploring the effect of multiple natural languages on code suggestion using github copilot,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Exploring the effect of multiple natural languages on code suggestion using github copilot,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.101339Z

Source-reported events for the cited work

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Observation f6900a6a-c591-4a5e-a794-94d6f5d337f2 · outbound

This paper cites Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:53:04.392824Z

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 b1184edc-9f81-48ff-8576-b37a97971a97 · outbound

This paper cites The effects of diversity in global, distributed collectives: A study of open source project success,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions The effects of diversity in global, distributed collectives: A study of open source project success,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.608935Z

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 f08ccb8c-0bf4-496f-a978-6ff3b1b4f355 · outbound

This paper cites Gender differences and bias in open source: Pull request acceptance of women versus men,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Gender differences and bias in open source: Pull request acceptance of women versus men,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.109121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6696a5-f76d-414d-8e9d-fdbe3a5171f5 · outbound

This paper cites She Elicits Requirements and He Tests: Software Engineering Gender Bias in Large Language Models ,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions She Elicits Requirements and He Tests: Software Engineering Gender Bias in Large Language Models ,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.111409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b6848e1-4aa0-46d9-9fe5-9cb7a2b13fc6 · outbound

This paper cites Gendermag: A method for evaluating software’s gender inclusiveness,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Gendermag: A method for evaluating software’s gender inclusiveness,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.595552Z

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 c11848ba-2082-4295-bc00-4ff3716e6d0f · outbound

This paper cites A common language of gender?.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions A common language of gender?

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.587319Z

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 5a47a599-4daa-415b-8556-73f12fb159bb · outbound

This paper cites Computer self efficacy, computer anxiety, attitudes towards the internet and reported experience with the internet, by gender, in an east european sample,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Computer self efficacy, computer anxiety, attitudes towards the internet and reported experience with the internet, by gender, in an east european sample,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.579502Z

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 045503f5-5763-4284-8156-7e58f1851885 · outbound

This paper cites Gender differences and program- ming environments: across programming populations,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Gender differences and program- ming environments: across programming populations,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.570973Z

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 08c4739e-986e-4186-a82a-19a4102f2a50 · outbound

This paper cites Grounded copilot: How programmers interact with code-generating models,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Grounded copilot: How programmers interact with code-generating models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.124093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 676f8b12-4ad5-4b48-94a6-4e06f9441a59 · outbound

This paper cites Gender differences in cog- nitive load when applying game-based learning with intelligent robots,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Gender differences in cog- nitive load when applying game-based learning with intelligent robots,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.556844Z

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 e635c53b-c52b-4353-9630-8b857a6d273b · outbound

This paper cites Gender differences in episodic memory and visual working memory including the effects of age,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Gender differences in episodic memory and visual working memory including the effects of age,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.549129Z

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 8bc6182b-c186-4c4f-ab32-8189fc112121 · outbound

This paper cites Experimental research in hci,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Experimental research in hci,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.541178Z

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 24d5bbca-7947-41c7-83de-ad17c671099c · outbound

This paper cites How many participants do we have to include in properly powered experiments? a tutorial of power analysis with reference tables,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions How many participants do we have to include in properly powered experiments? a tutorial of power analysis with reference tables,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.532743Z

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 00e077b8-b238-42a6-b81a-cbf43edf4c14 · outbound

This paper cites A systematic meta-analysis of the reliability and validity of subjective cognitive load questionnaires in experimental multimedia learning research,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions A systematic meta-analysis of the reliability and validity of subjective cognitive load questionnaires in experimental multimedia learning research,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.524358Z

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 b8591e61-869c-4ee1-b318-2a950f6d8a4a · outbound

This paper cites Development and validation of a theory-based ques- tionnaire to measure different types of cognitive load,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Development and validation of a theory-based ques- tionnaire to measure different types of cognitive load,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.516197Z

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 3125073b-295f-4454-add1-60599ea2e839 · outbound

This paper cites A deeper look at the nasa tlx and where it falls short,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions A deeper look at the nasa tlx and where it falls short,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.507346Z

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 640843da-4d58-45df-b525-be60d45d9159 · outbound

This paper cites Nasa-task load index (nasa-tlx); 20 years later,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Nasa-task load index (nasa-tlx); 20 years later,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:53:04.499167Z

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 255ab89a-b7b0-4fee-80cc-c0e0c18a6122 · outbound

This paper cites Investigating and designing for trust in ai-powered code generation tools,.

Toward Inclusive AI-Driven Development: Exploring Gender Differences in Code Generation Tool Interactions Investigating and designing for trust in ai-powered code generation tools,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:04.146088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.