Add comprehensive documentation for the VAD Paper 01
research results and computational artifacts.
Document LME outputs, correlation and VIF diagnostics,
effect plots, cross-measure analyses, Bayesian evidence,
model archives, checksums, and runtime audit records.
Clarify computational provenance, reproducibility,
licensing boundaries, and third-party intellectual
property rights.
Standardize scholarly attribution using the official
SenAffLex-Provo DOI: 10.57967/hf/11234.
Update data preparation notebook headers with SenAffLex-Provo DOI
Standardize copyright, MIT licensing, and scholarly citation
headers across both data-preparation Jupyter notebooks.
Replace legacy AffLex-Provo references with SenAffLex-Provo
and update the Hugging Face repository URL.
Add the official repository DOI: 10.57967/hf/11234.
Document original computational contributions, third-party
data attribution, and links to applicable licensing files.
Preserve all existing preprocessing code, notebook
configurations, computational procedures, and outputs.
Update VAD Paper 01 notebooks with official SenAffLex-Provo DOI and MIT licensing
Standardize copyright, MIT licensing, and scholarly citation
documentation across two VAD Paper 01 Jupyter notebooks.
Replace legacy AffLex-Provo references with SenAffLex-Provo
and update the Hugging Face repository URL.
Add the official repository DOI: 10.57967/hf/11234.
Clarify software redistribution permissions, scholarly
citation expectations, and third-party licensing restrictions.
Preserve all existing computational code, statistical
methodologies, notebook configurations, and research outputs.
Standardize copyright and DOI citations across VAD Paper 01 notebooks
Update the introductory Markdown cells in all four
VAD Paper 01 computational notebooks.
Replace legacy AffLex-Provo references with SenAffLex-Provo,
add the official repository DOI and updated Hugging Face URL,
and clarify MIT licensing and third-party rights.
Preserve all existing computational code, notebook metadata,
cell identifiers, and research outputs.
Standardize Jupyter notebook licensing and citation metadata
Update notebook copyright and licensing Markdown cells
with the official SenAffLex-Provo repository identity.
Add the registered DOI (10.57967/hf/11234), updated
Hugging Face username, and complete scholarly citation.
Clarify MIT licensing, third-party dataset rights,
and repository-wide licensing documentation.
Preserve all computational code and research outputs.
Finalize VAD Paper 01 computational documentation and MIT licensing
Document the four VAD Paper 01 computational notebooks,
including LME modeling, correlation and VIF diagnostics,
cross-measure analysis, and Bayesian inference.
Establish MIT licensing for eligible original notebook code
while preserving third-party dataset and artifact rights.
Standardize computational attribution, reproducibility
guidance, and scholarly citations using the official
SenAffLex-Provo DOI: 10.57967/hf/11234.
Finalize LME random-effects results documentation and attribution
Document the random-intercept and random-slope model-selection
results for the Affective Provo fixation-duration analyses.
Provide a complete inventory of Excel workbooks and runtime
logs across all five computational stages.
Clarify statistical interpretation, reproducibility,
licensing boundaries, and computational attribution.
Standardize scholarly citations using the official
SenAffLex-Provo DOI: 10.57967/hf/11234.
Update R script headers with official SenAffLex-Provo DOI
Standardize copyright, MIT licensing, and scholarly citation
headers across all five random-effects model-selection R scripts.
Replace pending DOI placeholders with the official repository
DOI: 10.57967/hf/11234.
Update the Hugging Face repository URL to reflect the
27guptamohit username.
Preserve existing statistical modeling implementations,
third-party licensing distinctions, and MIT attribution terms.
Update R script headers with official SenAffLex-Provo DOI
Standardize copyright, MIT licensing, and scholarly citation
headers across all five random-effects model-selection R scripts.
Replace pending DOI placeholders with the official repository
DOI: 10.57967/hf/11234.
Update the Hugging Face repository URL to reflect the
27guptamohit username.
Preserve existing statistical modeling implementations,
third-party licensing distinctions, and MIT attribution terms.
Update R script headers with official SenAffLex-Provo DOI
Standardize copyright, MIT licensing, and scholarly citation
headers across all five random-effects model-selection R scripts.
Replace pending DOI placeholders with the official repository
DOI: 10.57967/hf/11234.
Update the Hugging Face repository URL to reflect the
27guptamohit username.
Preserve existing statistical modeling implementations,
third-party licensing distinctions, and MIT attribution terms.
Update R script headers with official SenAffLex-Provo DOI
Standardize copyright, MIT licensing, and scholarly citation
headers across all five random-effects model-selection R scripts.
Replace pending DOI placeholders with the official repository
DOI: 10.57967/hf/11234.
Update the Hugging Face repository URL to reflect the
27guptamohit username.
Preserve existing statistical modeling implementations,
third-party licensing distinctions, and MIT attribution terms.
Update R script headers with official SenAffLex-Provo DOI
Standardize copyright, MIT licensing, and scholarly citation
headers across all five random-effects model-selection R scripts.
Replace pending DOI placeholders with the official repository
DOI: 10.57967/hf/11234.
Update the Hugging Face repository URL to reflect the
27guptamohit username.
Preserve existing statistical modeling implementations,
third-party licensing distinctions, and MIT attribution terms.
Finalize LME random-effects selection documentation and MIT licensing
Document the five R scripts used for random-intercept
and random-slope structure selection in Affective Provo.
Describe model comparison procedures, convergence checks,
BIC-based selection, and likelihood-ratio testing.
Establish MIT licensing for original computational software
and standardize scholarly citation using the SenAffLex-Provo
repository DOI: 10.57967/hf/11234.
Preserve third-party dataset rights and reproducibility guidance.
Finalize SenAffLex-Provo data preparation documentation and MIT licensing
Document the two Python preprocessing notebooks, including
Provo Corpus preparation, lexical normalization, vocabulary
matching, lemmatization, dataset triangulation, and validation.
Finalize MIT licensing for eligible original computational
software while preserving third-party data rights.
Standardize the repository DOI, scholarly citation guidance,
computational attribution, and reproducibility documentation.
Finalize analysis-ready dataset documentation and licensing
Document the three SenAffLex-Provo analysis-ready datasets,
including construction procedures, predictor completeness,
eye-tracking measures, and outcome-specific filtering.
Clarify licensing boundaries for integrated datasets,
preserve third-party intellectual property rights,
and acknowledge original computational contributions.
Standardize repository DOI, scholarly citations,
and links to the master data dictionary.
Finalize intermediate data documentation and licensing
Document the four intermediate Provo datasets, including
their computational preparation, vocabulary coverage
diagnostics, and preprocessing provenance.
Explicitly exclude Files 1 and 2 from the CC BY 4.0 grant
while licensing eligible original contributions in Files
3 and 4.
Standardize the SenAffLex-Provo DOI, scholarly citation,
copyright attribution, and third-party licensing notices.
Short description: Document the original Provo Corpus, SUBTLEX-US, and Warriner datasets, including their research contributions, scholarly citations, preprocessing relationships, and third-party licensing considerations. Standardize the SenAffLex-Provo DOI and repository references.
Modernize the 01-README research documentation using the
validated preprocessing notebooks and source-data glossary.
Document research programs, source-data provenance,
computational workflows, and dataset eligibility.
Add a comprehensive 162-column master data dictionary.
Record the January 2026 Illinois Computes allocation,
hybrid computing environment, and institutional acknowledgment.
Standardize repository DOI references, citation navigation,
and third-party licensing distinctions.
Create centralized bibliography for SenAffLex-Provo research publications
Create the authoritative research publication bibliography
for the SenAffLex-Provo research program.
Document the accepted Reading Research Quarterly VAD Paper 1
and establish sections for future lexical, affective,
fixation-behavior, regression, and sentiment studies.
Separate publication DOIs from the repository DOI and
establish a consistent publication update policy.
Add centralized original dataset citations and attribution
Create a root-level citation guide for the Provo Corpus,
SUBTLEX-US, and Warriner affective norms.
Document original publications, research contributions,
source locations, and redistribution-permission status.
Distinguish third-party dataset attribution from the
SenAffLex-Provo computational repository citation.
Add official citation guide for SenAffLex-Provo datasets and software
Create a centralized citation guide for the original
SenAffLex-Provo computational resources and integrated datasets.
Document the registered repository DOI, computational
contributions, citation practices, and version identification.
Distinguish repository citations from original source-data
citations and associated scientific publications.
Add official CITATION.cff with SenAffLex-Provo DOI
Create machine-readable citation metadata for the
SenAffLex-Provo research repository.
Include the registered DOI, creator information,
repository URL, research description, and keywords.
Distinguish existing lexical and affective resources
from planned sentiment integration.
Avoid a repository-wide license declaration because
the repository contains differently licensed materials.
Establish repository-wide mixed licensing policy for SenAffLex-Provo
Create a centralized licensing policy distinguishing MIT-licensed
software, eligible CC BY 4.0 contributions, and third-party data.
Document licensing boundaries for raw, intermediate, and
analysis-ready datasets.
Clarify the treatment of statistical results, model artifacts,
copyright notices, and scholarly citation expectations.
Add the official repository DOI and updated Hugging Face URL.
Finalize SenAffLex-Provo root README with official DOI and citation guidance
Update the root README to establish the SenAffLex-Provo
research program identity and registered repository DOI.
Document current datasets, computational infrastructure,
research programs, reproducibility, and planned sentiment
integration.
Introduce the centralized citation system and clarify
mixed licensing and third-party redistribution conditions.
Yesterday
Standardize MIT licensing and scholarly citation headers across R scripts
Mohit Gupta
Verified signature
ecb861b
Update copyright and licensing headers across the five
random-effects model-selection R scripts.
Replace legacy AffLex-Provo repository references with
the permanent SenAffLex-Provo repository identity.
Add the standardized repository citation, DOI placeholder,
MIT attribution requirements, and third-party rights notice.
Preserve the original statistical implementations and
computational functionality.
Standardize MIT licensing and scholarly citation headers across R scripts
Mohit Gupta
Verified signature
a9d71f0
Update copyright and licensing headers across the five
random-effects model-selection R scripts.
Replace legacy AffLex-Provo repository references with
the permanent SenAffLex-Provo repository identity.
Add the standardized repository citation, DOI placeholder,
MIT attribution requirements, and third-party rights notice.
Preserve the original statistical implementations and
computational functionality.
Standardize MIT licensing and scholarly citation headers across R scripts
Mohit Gupta
Verified signature
6b4b93b
Update copyright and licensing headers across the five
random-effects model-selection R scripts.
Replace legacy AffLex-Provo repository references with
the permanent SenAffLex-Provo repository identity.
Add the standardized repository citation, DOI placeholder,
MIT attribution requirements, and third-party rights notice.
Preserve the original statistical implementations and
computational functionality.
Standardize MIT licensing and scholarly citation headers across R scripts
Mohit Gupta
Verified signature
c441852
Update copyright and licensing headers across the five
random-effects model-selection R scripts.
Replace legacy AffLex-Provo repository references with
the permanent SenAffLex-Provo repository identity.
Add the standardized repository citation, DOI placeholder,
MIT attribution requirements, and third-party rights notice.
Preserve the original statistical implementations and
computational functionality.
Standardize MIT licensing and scholarly citation headers across R scripts
Mohit Gupta
Verified signature
a464a30
Update copyright and licensing headers across the five
random-effects model-selection R scripts.
Replace legacy AffLex-Provo repository references with
the permanent SenAffLex-Provo repository identity.
Add the standardized repository citation, DOI placeholder,
MIT attribution requirements, and third-party rights notice.
Preserve the original statistical implementations and
computational functionality.
Create ResearchSoftwareLicense.md
Mohit Gupta
Verified signature
9f59fb2
Create README.md
Mohit Gupta
Verified signature
4046f61
Add data preparation README documenting the SenAffLex-Provo pipeline
Mohit Gupta
Verified signature
24008d0
Create README.md for the SenAffLex-Provo data-preparation directory.
Document the two original Jupyter notebooks, including Provo Corpus
preparation, cloze predictability construction, lexical normalization,
lemmatization, vocabulary matching, and dataset triangulation.
Describe the generation of Master Provo, Lexical Provo, and Affective
Provo, including computational validation and reproducibility.
Clarify Mohit Gupta's computational contributions, MIT software
licensing, third-party data rights, original source attribution,
and the standardized repository citation with DOI placeholder.
Update data preparation software license for SenAffLex-Provo
Mohit Gupta
Verified signature
1919f2f
Update DataPreparationLicense.md to reflect the SenAffLex-Provo
repository identity, standardized citation, and DOI placeholder.
Preserve the complete MIT License and clarify its application
to original Python, R, and Jupyter notebook code.
Distinguish software licensing from generated datasets and
third-party research materials.
Update computational authorship, source attribution,
reproducibility documentation, and licensing references.
Add intermediate data README with file-level licensing distinctions
Mohit Gupta
Verified signature
8fa7ef1
Create README.md documenting the four intermediate
Provo processing outputs and their computational provenance.
Identify Mohit Gupta's original preprocessing, vocabulary
matching, lemmatization, and validation contributions.
Clarify that Files 1 and 2 are excluded from the
CC BY 4.0 licensing grant, while eligible original
contributions in Files 3 and 4 are covered.
Add source attribution, reproducibility documentation,
repository citation, and DOI placeholder.
Add raw data README documenting original research sources
Mohit Gupta
Verified signature
b2d98b3
Add raw data README documenting original research sources
Update analysis-ready dataset documentation for SenAffLex-Provo
Mohit Gupta
Verified signature
e7bdf6a
Update the analysis-ready README with the SenAffLex-Provo
repository identity, citation information, and DOI placeholder.
Preserve dataset construction procedures, predictor definitions,
inclusion criteria, and outcome-specific filtering policies.
Clarify computational authorship, original data attribution,
licensing boundaries, and reproducibility requirements.
Update analysis-ready dataset licensing and SenAffLex-Provo attribution
Mohit Gupta
Verified signature
1348d83
Update AnalysisReadyDataLicense.md to reflect the SenAffLex-Provo
repository identity and standardized DOI placeholder.
Clarify that Mohit Gupta independently developed the computational
pipeline used to construct all three analysis-ready datasets.
Restrict CC BY 4.0 to eligible original contributions while
preserving third-party data rights, source citations, and
redistribution-permission safeguards.
Separate repository citation from the associated RRQ publication.
Update analysis-ready dataset licensing and SenAffLex-Provo attribution
Mohit Gupta
Verified signature
7ec5cfc
Update AnalysisReadyDataLicense.md to reflect the SenAffLex-Provo
repository identity and standardized DOI placeholder.
Clarify that Mohit Gupta independently developed the computational
pipeline used to construct all three analysis-ready datasets.
Restrict CC BY 4.0 to eligible original contributions while
preserving third-party data rights, source citations, and
redistribution-permission safeguards.
Separate repository citation from the associated RRQ publication.
Rename 02-Data/01-Raw/RawDataCitations.md to 02-Data/01-Raw/MandatoryCitations.md
Mohit Gupta
Verified signature
0bd6293
Update raw data citations, licensing, and SenAffLex-Provo attribution
Mohit Gupta
Verified signature
6fe1a91
Update RawDataCitations.md to reflect the SenAffLex-Provo
repository name, standardized citation, and DOI placeholder.
Preserve original citations for Provo Corpus, SUBTLEX-US,
and Warriner affective norms.
Clarify third-party redistribution permissions, original
computational contributions, and scholarly attribution.
