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Paper Citation Record · LEDGER

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers?

As of 16 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.17314.

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

pith.paper-citation-record.v1
2507.17314 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:56:20.586507Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

27 of 27 outbound references displayed

  • verified exact1
  • verified fuzzy23
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc615ae6-dff1-4d46-a204-ab03b3fe62e2 · outbound

This paper cites The evolution and impact of code smells: A case study of two open source systems,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? The evolution and impact of code smells: A case study of two open source systems,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.996289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.470316Z digest=sha256:f2b92c1434c3b7978d942dad8765c960b323174fa1a82d9e0dd246e0b0550157

Observation 26c39c89-a5af-45fd-9645-6f8b89639b26 · outbound

This paper cites Currentresearchtrendsofscratchblockbasedprogram- ming for k-12: A systematic review,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Currentresearchtrendsofscratchblockbasedprogram- ming for k-12: A systematic review,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.982313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.475583Z digest=sha256:0a11832b6299174adc2b7fbc65d40e9d0950c9b3a79939228828189e4bec39cf

Observation 140611bf-2b8d-4275-bb6d-de2d426d1b36 · outbound

This paper cites Bad smells in scratch projects: Prel. analysis,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Bad smells in scratch projects: Prel. analysis,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.967556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.480206Z digest=sha256:a370a219d4a3f043022458f3404a3f188d1598e5e7bded640a981f0f36a5f833

Observation c397c0be-7479-40ca-8f8e-f953afae827a · outbound

This paper cites Litterbox: A linter for scratch programs,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Litterbox: A linter for scratch programs,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.952739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.484815Z digest=sha256:248eb6994ac2075e283165ba3b3ff9b5beb69c03405488290d1eefb3c8f6e35e

Observation 5259537d-c049-44f9-bd8a-a3bd84e9aedc · outbound

This paper cites Scratch: programming for all,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Scratch: programming for all,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.936386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.489215Z digest=sha256:7d49dc8c3609d1298580f7a2a965057942c4467042cbbd356360fe0b8f5ed47a

Observation 541f62b9-8277-444e-a6d7-711bae7f77c5 · outbound

This paper cites Remixing as a pathway to computational thinking,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Remixing as a pathway to computational thinking,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.922301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.494160Z digest=sha256:463872221d3f96cd44d2b2caee99994dd33e10050158ba5955305dbb78d4a0f9

Observation a4a7480b-9359-43d4-b934-234e31b3ab74 · outbound

This paper cites Teaching Soft- ware Maintenance,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Teaching Soft- ware Maintenance,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.908621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.499239Z digest=sha256:8c821829c9d306357cd1b8ebc9413e017731912061043ceb89e2f9bb807a6699

Observation c604d9aa-f080-4b6b-a052-cfcffc17ce9b · outbound

This paper cites Smells in block- based programming languages,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Smells in block- based programming languages,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.893144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.503736Z digest=sha256:db87d17fab7ccc0d17e1458696274114f754b24e79ee0ab219535d0de7df16fa

Observation 268704dc-7f06-4cf2-9259-b3a494d81cd7 · outbound

This paper cites Do code smells hamper novice programming? a controlled experiment on scratch programs,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Do code smells hamper novice programming? a controlled experiment on scratch programs,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.877564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.507848Z digest=sha256:08f367313940547c615a6023c829d770c8d31e966ec11d4bfa4c1cf92ff77824

Observation fdd9174b-9567-4a00-b4dd-ab5d1957e5b6 · outbound

This paper cites A Systematic Mapping Study of Code Quality in Education -- with Complete Bibliography.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? A Systematic Mapping Study of Code Quality in Education -- with Complete Bibliography

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:56:20.628428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.512117Z digest=sha256:7c40e64c7972183831f1142fb5c7778b1c2c62966b61c6034853eb1ff5045e4a

Observation c82464b3-ff14-496f-a37e-0a6627705980 · outbound

This paper cites Improving feedback in the automated assessment of programming assignments using students’ past solutions,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Improving feedback in the automated assessment of programming assignments using students’ past solutions,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.862057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.516907Z digest=sha256:4804083509b6b24960b9d644fdac09159050f751b4865c5fc70f3a76ec3f3858

Observation ca7790e6-d7e8-41df-9b4f-b2343c37872c · outbound

This paper cites Enhancing tertiary students’ program- ming skills with an expl. educational data mining approach,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Enhancing tertiary students’ program- ming skills with an expl. educational data mining approach,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.846741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.521179Z digest=sha256:19dff0dc5e8d57825ecb6bf7eb45c35f4f87982f0c7e353fbfed7c079d42f944

Observation e71119ed-9ff5-4218-a5f9-0a22a68910c0 · outbound

This paper cites Block-based programming in computer science education,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Block-based programming in computer science education,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.831436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.525659Z digest=sha256:0b2ca0ce24ed6aa34e21c737178ecf9806cb4235dc6dadc3a95130d2ef77c812

Observation fa3805bd-42d1-4e69-b719-7281fb69b45a · outbound

This paper cites Analyzing computational thinking studies in scratch programming: A review of elementary edu- cation literature,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Analyzing computational thinking studies in scratch programming: A review of elementary edu- cation literature,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.816282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.529912Z digest=sha256:ff6b5e4fcca0ce5a68beefba4d6a31aaaf0abc392452eb545a159b3b3c984237

Observation f80fcec3-bb17-47b5-bd20-a9d046fd647c · outbound

This paper cites Computational thinking, between papert and wing,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Computational thinking, between papert and wing,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.802300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.534066Z digest=sha256:6c36dac92e21799e058f44c282a1704c4c0391b6a28ef410674d179afeaaf940

Observation 2be4a25c-0813-411a-9358-4036f2aa0f8c · outbound

This paper cites Román-González, J.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Román-González, J

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.788588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.538804Z digest=sha256:2a0389713ae6b71e4b8efa3f4dc2eb0641babcabc1dfccc3ffb3b604bca43f46

Observation 892734bc-071a-482f-870e-984c439a24ce · outbound

This paper cites Development and validation of a computational thinking test for lower primary school students,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Development and validation of a computational thinking test for lower primary school students,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.774305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.543055Z digest=sha256:4a1a7fec6a50c0e61f305d4ad079e9308eaf55f4ad0f991bc9e41c8a49d1e36e

Observation 11d24c02-5c7d-4013-82ee-a1be3d0e90ed · outbound

This paper cites Ap- proaches to assess computational thinking competences based on code analysis in k-12 education: A systematic mapping study,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Ap- proaches to assess computational thinking competences based on code analysis in k-12 education: A systematic mapping study,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.760335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.547462Z digest=sha256:517cc8840c39e968c798c93518bd21b728548e7eb7c86e41fdd3894aa7e682c2

Observation 4c92ec77-9516-43d7-80bb-0f1cd994dbe8 · outbound

This paper cites Fowler,Refactoring: improving the design of existing code.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Fowler,Refactoring: improving the design of existing code

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T14:56:20.551792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:56:20.551792Z digest=sha256:8b5e379a42e703558e9236066566e41dabc0310c31d2e1078ef4d2677dc000f8

Observation 08563eb6-e49d-4b48-8e4a-0e7fef908c55 · outbound

This paper cites Automaticdetectionofbadprogram- ming habits in scratch: A preliminary study,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Automaticdetectionofbadprogram- ming habits in scratch: A preliminary study,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.736763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.556183Z digest=sha256:3edf32b9dc44d1be041f333decb684dd343dd61d62697e95aec03d1ce118b9d6

Observation 08ca158f-81d9-45fa-b9f5-379dda4c1825 · outbound

This paper cites Unraveling the impact of code smell agglomerations on code stability,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Unraveling the impact of code smell agglomerations on code stability,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.722298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.560641Z digest=sha256:be610c27ef0d526328da21e35034783b2ca129c7b9cadf20646499268e4ec241

Observation 0dbe9b9b-f6a1-40f6-8117-73a7fc984a2d · outbound

This paper cites Mining metrics to predict component failures,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Mining metrics to predict component failures,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T14:56:20.565010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:56:20.565010Z digest=sha256:662d993200fe286896176f822c252b2754f14617d1a4dd71a25071a8553a09b3

Observation 6a7d1565-cf80-4fee-8639-45d3b766c372 · outbound

This paper cites Workflow analysis of data science code in public GitHub repos- itories,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Workflow analysis of data science code in public GitHub repos- itories,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.698685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.569168Z digest=sha256:85033efaa50ea66a19712e7495a6ff89fdaf1986218e8dc36e35f7f05121f377

Observation 61ad8584-ce2d-4aa4-b268-bb7dcb611900 · outbound

This paper cites Robust pairwise learning with huber loss,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Robust pairwise learning with huber loss,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.684022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.573579Z digest=sha256:9627f40f6ad3e4219e6ac8826f082371a2fa74da2254ca7b00fb76f344579ea2

Observation d2823c6c-7561-4a62-88c3-b3fce0e94a97 · outbound

This paper cites Cohen,Statistical power analysis for the behavioral sciences.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? Cohen,Statistical power analysis for the behavioral sciences

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T14:56:20.577992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:56:20.577992Z digest=sha256:819337cb878a036159e8365eb69df0750475b94db2d022080b10492933c14e25

Observation 90516ab3-392e-44f5-8409-8ea5f68c4846 · outbound

This paper cites An introduction to the boot- strap,.

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? An introduction to the boot- strap,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.658388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.582401Z digest=sha256:94b5c1d78c8100777b79b8eec9960d1ccceeb0a39a1a945c4d1740864c2c1599

Observation 7394bc6a-73e0-453a-a3b4-348917b27c49 · outbound

This paper cites [Online].

How Do Code Smells Affect Skill Growth in Scratch Novice Programmers? [Online]

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:56:20.643455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:56:20.586507Z digest=sha256:1b477dc28f7e2b949d9d70c4089532660ff0f7f55c6caa9fed873b4a301def42

Pith citing papers

No inbound Pith citation observations are available.