[REVIEW]: Explaining Black-Box Models through Counterfactuals #130

whedon · 2023-06-20T12:17:34Z

Submitting author: @pat-alt (Patrick Altmeyer)
Repository: https://github.com/pat-alt/CounterfactualExplanations.jl
Branch with paper.md (empty if default branch):
Version: v0.1.14
Editor:
Reviewers: @kartikeyrinwa
Archive:

Status

Status badge code:

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Markdown: [![status](https://proceedings.juliacon.org/papers/f0aaf97980595c2ade2f4d17601bd5e0/status.svg)](https://proceedings.juliacon.org/papers/f0aaf97980595c2ade2f4d17601bd5e0)

Reviewers and authors:

Please avoid lengthy details of difficulties in the review thread. Instead, please create a new issue in the target repository and link to those issues (especially acceptance-blockers) by leaving comments in the review thread below. (For completists: if the target issue tracker is also on GitHub, linking the review thread in the issue or vice versa will create corresponding breadcrumb trails in the link target.)

Reviewer instructions & questions

@jmaces & @kartikeyrinwa, please carry out your review in this issue by updating the checklist below. If you cannot edit the checklist please:

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✨ Please start on your review when you are able, and be sure to complete your review in the next six weeks, at the very latest ✨

Review checklist for @jmaces

Conflict of interest

As the reviewer I confirm that I have read the JuliaCon conflict of interest policy and that there are no conflicts of interest for me to review this work.

Code of Conduct

I confirm that I read and will adhere to the JuliaCon code of conduct.

General checks

Repository: Is the source code for this software available at the repository url?
License: Does the repository contain a plain-text LICENSE file with the contents of an OSI approved software license?
Authorship: Has the submitting author (@pat-alt) made major contributions to the software? Does the full list of paper authors seem appropriate and complete?

Functionality

Installation: Does installation proceed as outlined in the documentation?
Functionality: Have the functional claims of the software been confirmed?
Performance: If there are any performance claims of the software, have they been confirmed? (If there are no claims, please check off this item.)

Documentation

A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
Installation instructions: Is there a clearly-stated list of dependencies? Ideally these should be handled with an automated package management solution.
Example usage: Do the authors include examples of how to use the software (ideally to solve real-world analysis problems).
Functionality documentation: Is the core functionality of the software documented to a satisfactory level (e.g., API method documentation)?
Automated tests: Are there automated tests or manual steps described so that the function of the software can be verified?
Community guidelines: Are there clear guidelines for third parties wishing to 1) Contribute to the software 2) Report issues or problems with the software 3) Seek support

Paper format

Authors: Does the paper.tex file include a list of authors with their affiliations?
A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
References: Do all archival references that should have a DOI list one (e.g., papers, datasets, software)?
Page limit: Is the page limit for full papers respected by the submitted document?

Content

Context: is the scientific context motivating the work correctly presented?
Methodology: is the approach taken in the work justified, presented with enough details and reference to reproduce it?
Results: are the results presented and compared to approaches with similar goals?

Review checklist for @kartikeyrinwa

Conflict of interest

As the reviewer I confirm that I have read the JuliaCon conflict of interest policy and that there are no conflicts of interest for me to review this work.

Code of Conduct

I confirm that I read and will adhere to the JuliaCon code of conduct.

General checks

Repository: Is the source code for this software available at the repository url?
License: Does the repository contain a plain-text LICENSE file with the contents of an OSI approved software license?
Authorship: Has the submitting author (@pat-alt) made major contributions to the software? Does the full list of paper authors seem appropriate and complete?

Functionality

Installation: Does installation proceed as outlined in the documentation?
Functionality: Have the functional claims of the software been confirmed?
Performance: If there are any performance claims of the software, have they been confirmed? (If there are no claims, please check off this item.)

Documentation

A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
Installation instructions: Is there a clearly-stated list of dependencies? Ideally these should be handled with an automated package management solution.
Example usage: Do the authors include examples of how to use the software (ideally to solve real-world analysis problems).
Functionality documentation: Is the core functionality of the software documented to a satisfactory level (e.g., API method documentation)?
Automated tests: Are there automated tests or manual steps described so that the function of the software can be verified?
Community guidelines: Are there clear guidelines for third parties wishing to 1) Contribute to the software 2) Report issues or problems with the software 3) Seek support

Paper format

Authors: Does the paper.tex file include a list of authors with their affiliations?
A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
References: Do all archival references that should have a DOI list one (e.g., papers, datasets, software)?
Page limit: Is the page limit for full papers respected by the submitted document?

Content

Context: is the scientific context motivating the work correctly presented?
Methodology: is the approach taken in the work justified, presented with enough details and reference to reproduce it?
Results: are the results presented and compared to approaches with similar goals?

The text was updated successfully, but these errors were encountered:

whedon · 2023-06-20T12:17:38Z

Hello human, I'm @whedon, a robot that can help you with some common editorial tasks. @jmaces, @kartikeyrinwa it looks like you're currently assigned to review this paper 🎉.

⚠️ JOSS reduced service mode ⚠️

Due to the challenges of the COVID-19 pandemic, JOSS is currently operating in a "reduced service mode". You can read more about what that means in our blog post.

⭐ Important ⭐

If you haven't already, you should seriously consider unsubscribing from GitHub notifications for this (https://github.com/JuliaCon/proceedings-review) repository. As a reviewer, you're probably currently watching this repository which means for GitHub's default behaviour you will receive notifications (emails) for all reviews 😿

To fix this do the following two things:

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matbesancon · 2023-06-20T12:18:13Z

@whedon remove @jmaces as reviewer

whedon · 2023-06-20T12:18:15Z

Failed to discover a Statement of need section in paper

whedon · 2023-06-20T12:18:16Z

Wordcount for paper.tex is 6143

whedon · 2023-06-20T12:18:17Z

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

whedon · 2023-06-20T12:18:19Z

OK, @jmaces is no longer a reviewer

whedon · 2023-06-20T12:18:21Z

Software report (experimental):

github.com/AlDanial/cloc v 1.88  T=1.16 s (170.3 files/s, 100136.5 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
SVG                             39              0              0          91627
TeX                             11           1010            195           8336
Julia                           59            776            286           4445
HTML                             1            257              2           3044
Markdown                        33            806              0           2094
CSS                              4             36             12           1838
JavaScript                       6             80             88            633
TOML                             8             42              0            303
JSON                            28              0              0            281
YAML                             8              5              2            173
Ruby                             1              8              4             45
-------------------------------------------------------------------------------
SUM:                           198           3020            589         112819
-------------------------------------------------------------------------------


Statistical information for the repository '7d188eca19badabba11bc5f2' was
gathered on 2023/06/20.
The following historical commit information, by author, was found:

Author                     Commits    Insertions      Deletions    % of changes
pat-alt                         15          5731           4186          100.00

Below are the number of rows from each author that have survived and are still
intact in the current revision:

Author                     Rows      Stability          Age       % in comments
pat-alt                    1659           28.9          0.8               10.85

matbesancon · 2023-06-20T12:19:44Z

@pat-alt can you check the review posted here: #103 (comment)
and edit accordingly? Let us know when it is complete

whedon · 2023-06-20T12:20:51Z

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.21105/joss.02704 is OK
- doi.org/10.1038/s41597-020-0448-0 is OK
- 10.1214/20-AOS1965 is OK
- 10.48550/arXiv.1810.08810 is OK

MISSING DOIs

- 10.1109/satml54575.2023.00036 may be a valid DOI for title: Endogenous Macrodynamics in Algorithmic Recourse
- 10.2139/ssrn.195733 may be a valid DOI for title: Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings
- 10.1109/deeptest52559.2021.00007 may be a valid DOI for title: Machine Learning Model Drift Detection Via Weak Data Slices
- 10.3386/w20343 may be a valid DOI for title: Reference-Dependent Preferences: Evidence from Marathon Runners
- 10.1257/aer.99.1.486 may be a valid DOI for title: Indirect Effects of an Aid Program: How Do Cash Transfers Affect Ineligibles’ Consumption?
- 10.1017/cbo9780511618031.014 may be a valid DOI for title: “Coherent Arbitrariness”: Stable Demand Curves without Stable Preferences
- 10.1017/cbo9780511618031.015 may be a valid DOI for title: Tom Sawyer and the Construction of Value
- 10.1016/j.inffus.2019.12.012 may be a valid DOI for title: Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
- 10.7551/mitpress/3077.003.0044 may be a valid DOI for title: Deciding Advantageously before Knowing the Advantageous Strategy
- 10.1007/978-1-4419-9096-9 may be a valid DOI for title: Reproducing Kernel Hilbert Spaces in Probability and Statistics
- 10.3386/w3487 may be a valid DOI for title: The Federal Funds Rate and the Channels of Monetary Transnission
- 10.1016/j.techsoc.2021.101852 may be a valid DOI for title: Machine Learning, Knowledge Risk, and Principal-Agent Problems in Automated Trading
- 10.2139/ssrn.965818 may be a valid DOI for title: Identification of Peer Effects through Social Networks
- 10.2139/ssrn.3534495 may be a valid DOI for title: Peer Effects in Networks: A Survey
- 10.2307/2234554 may be a valid DOI for title: Nonlinear Dynamics, Chaos, and Instability: Statistical Theory and Economic Evidence
- 10.3386/w4509 may be a valid DOI for title: Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania
- 10.1109/sp.2017.49 may be a valid DOI for title: Towards Evaluating the Robustness of Neural Networks
- 10.3386/w14032 may be a valid DOI for title: Does Your Cohort Matter? Measuring Peer Effects in College Achievement
- 10.3982/ecta10168 may be a valid DOI for title: From Natural Variation to Optimal Policy? The Importance of Endogenous Peer Group Formation
- 10.2139/ssrn.4090707 may be a valid DOI for title: Explainable Artificial Intelligence: Interpreting Default Forecasting Models Based on Machine Learning
- 10.3386/w15617 may be a valid DOI for title: Adjustment Costs, Firm Responses, and Micro vs. Macro Labor Supply Elasticities: Evidence from Danish Tax Records
- 10.1214/18-aoas1222 may be a valid DOI for title: Variable Prioritization in Nonlinear Black Box Methods: A Genetic Association Case Study
- 10.1145/3514094.3534144 may be a valid DOI for title: Counterfactual Explanations for Prediction and Diagnosis in Xai
- 10.1080/01621459.1999.10473858 may be a valid DOI for title: Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs
- 10.2139/ssrn.1596425 may be a valid DOI for title: The Persistent Effects of Peru’s Mining Mita
- 10.3233/ds-200028 may be a valid DOI for title: Reinforcement Learning for Personalization: A Systematic Literature Review
- 10.3390/app11167274 may be a valid DOI for title: A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data
- 10.1037/0022-3514.37.7.1097 may be a valid DOI for title: The Stability of Behavior: I. On Predicting Most of the People Much of the Time.
- 10.1086/497818 may be a valid DOI for title: Clean Evidence on Peer Effects
- 10.2139/ssrn.203194 may be a valid DOI for title: Cooperation and Punishment in Public Goods Experiments
- 10.1287/mnsc.2017.2908 may be a valid DOI for title: On the External Validity of Social Preference Games: A Systematic Lab-Field Study
- 10.1037/0022-3514.75.3.617 may be a valid DOI for title: Immune Neglect: A Source of Durability Bias in Affective Forecasting.
- 10.1037/e722842011-016 may be a valid DOI for title: The Uncertainty Effect: When a Risky Prospect Is Valued Less than Its Worst Possible Outcome
- 10.1007/978-3-030-42553-1_3 may be a valid DOI for title: Bayesian Neural Networks: An Introduction and Survey
- 10.3386/w11562 may be a valid DOI for title: The Incredible Volcker Disinflation
- 10.1920/wp.cem.2017.0817 may be a valid DOI for title: An Econometric Model of Network Formation with Degree Heterogeneity
- 10.1017/cbo9780511618031.006 may be a valid DOI for title: Economic Theory of Choice and the Preference Reversal Phenomenon
- 10.1086/717935 may be a valid DOI for title: Name Your Friends, but Only Five? The Importance of Censoring in Peer Effects Estimates Using Social Network Data
- 10.1109/icmla.2011.144 may be a valid DOI for title: Thompson Sampling for Dynamic Multi-Armed Bandits
- 10.1016/j.ins.2008.07.024 may be a valid DOI for title: Improving Artificial Neural Networks’ Performance in Seasonal Time Series Forecasting
- 10.1145/1273496.1273541 may be a valid DOI for title: A Bound on the Label Complexity of Agnostic Active Learning
- 10.1177/2053951720926558 may be a valid DOI for title: The Virtue of Simplicity: On Machine Learning Models in Algorithmic Trading
- 10.1509/jmkr.48.spl.s23 may be a valid DOI for title: Increasing Saving Behavior through Age-Progressed Renderings of the Future Self
- 10.1007/978-1-4899-7687-1_100391 may be a valid DOI for title: Random Decision Forests
- 10.3150/22-bej1484 may be a valid DOI for title: Bayes-Optimal Prediction with Frequentist Coverage Control
- 10.1006/obhd.1996.0077 may be a valid DOI for title: The Evaluability Hypothesis: An Explanation for Preference Reversals between Joint and Separate Evaluations of Alternatives
- 10.1017/cbo9780511618031.033 may be a valid DOI for title: Music, Pandas, and Muggers: On the Affective Psychology of Value.
- 10.1002/jae.2426 may be a valid DOI for title: A Social Interactions Model with Endogenous Friendship Formation and Selectivity
- 10.21105/joss.00602 may be a valid DOI for title: Flux: Elegant Machine Learning with Julia
- 10.1257/aer.97.3.890 may be a valid DOI for title: Meeting Strangers and Friends of Friends: How Random Are Social Networks?
- 10.1126/science.1111709 may be a valid DOI for title: Failure to Detect Mismatches between Intention and Outcome in a Simple Decision Task
- 10.2139/ssrn.3043404 may be a valid DOI for title: Estimation of Peer Effects in Endogenous Social Networks: Control Function Approach
- 10.1198/1061860032148 may be a valid DOI for title: A Modified Principal Component Technique Based on the LASSO
- 10.1109/mci.2022.3155327 may be a valid DOI for title: Hands-on Bayesian Neural Networks–a Tutorial for Deep Learning Users
- 10.1017/cbo9781139175197.009 may be a valid DOI for title: Experimental Tests of the Endowment Effect and the Coase Theorem
- 10.1016/0749-5978(92)90015-y may be a valid DOI for title: Reference Points, Anchors, Norms, and Mixed Feelings
- 10.1145/3313831.3376219 may be a valid DOI for title: Interpreting Interpretability: Understanding Data Scientists’ Use of Interpretability Tools for Machine Learning
- 10.4314/ajst.v5i2.15330 may be a valid DOI for title: Seasonal Time Series Forecasting: A Comparative Study of ARIMA and ANN Models
- 10.1007/978-3-030-93842-0_6 may be a valid DOI for title: Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities
- 10.1081/etc-120025891 may be a valid DOI for title: Best Spatial Two-Stage Least Squares Estimators for a Spatial Autoregressive Model with Autoregressive Disturbances
- 10.1177/0956797612450302 may be a valid DOI for title: The Financial Costs of Sadness
- 10.3386/w9736 may be a valid DOI for title: Neoclassical Theory versus Prospect Theory: Evidence from the Marketplace
- 10.3386/w7682 may be a valid DOI for title: The Power of Suggestion: Inertia in 401 (k) Participation and Savings Behavior
- 10.2307/2298123 may be a valid DOI for title: Identification of Endogenous Social Effects: The Reflection Problem
- 10.2139/ssrn.2523510 may be a valid DOI for title: Goals as Reference Points in Marathon Running: A Novel Test of Reference Dependence
- 10.20955/wp.2015.012 may be a valid DOI for title: FRED-MD: A Monthly Database for Macroeconomic Research
- 10.1007/s10618-013-0342-x may be a valid DOI for title: Visualizing Multi-Dimensional Decision Boundaries in 2D
- 10.1016/j.artint.2018.07.007 may be a valid DOI for title: Explanation in Artificial Intelligence: Insights from the Social Sciences
- 10.1037/0022-3514.54.4.687 may be a valid DOI for title: The Nature of Adolescent Competencies Predicted by Preschool Delay of Gratification.
- 10.1145/3287560.3287574 may be a valid DOI for title: Explaining Explanations in AI
- 10.1145/3351095.3372850 may be a valid DOI for title: Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations
- 10.1109/cisda.2015.7208643 may be a valid DOI for title: Evaluating Model Drift in Machine Learning Algorithms
- 10.1016/s0167-7152(96)00140-x may be a valid DOI for title: Sparse Spatial Autoregressions
- 10.1145/3241036 may be a valid DOI for title: The Seven Tools of Causal Inference, with Reflections on Machine Learning
- 10.5860/choice.38-4002 may be a valid DOI for title: Economic Events, Ideas, and Policies: The 1960s and After
- 10.1016/j.jeconom.2014.08.008 may be a valid DOI for title: Estimating a Spatial Autoregressive Model with an Endogenous Spatial Weight Matrix
- 10.3386/w2966 may be a valid DOI for title: Does Monetary Policy Matter? A New Test in the Spirit of Friedman and Schwartz
- 10.1038/s42256-019-0048-x may be a valid DOI for title: Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead
- 10.3386/w7469 may be a valid DOI for title: Peer Effects with Random Assignment: Results for Dartmouth Roommates
- 10.1080/01621459.2017.1395341 may be a valid DOI for title: Least Ambiguous Set-Valued Classifiers with Bounded Error Levels
- 10.1109/icdcsw.2011.20 may be a valid DOI for title: Finding a" Kneedle" in a Haystack: Detecting Knee Points in System Behavior
- 10.1086/209205 may be a valid DOI for title: Choice Based on Reasons: The Case of Attraction and Compromise Effects
- 10.21034/qr.1011 may be a valid DOI for title: Are Forecasting Models Usable for Policy Analysis?
- 10.1037/e301532005-001 may be a valid DOI for title: Who Accepts Savage’s Axiom?
- 10.1109/tmm.2014.2330697 may be a valid DOI for title: A Simple Method to Determine If a Music Information Retrieval System Is a “Horse”
- 10.1017/cbo9780511618031.039 may be a valid DOI for title: Libertarian Paternalism Is Not an Oxymoron
- 10.1016/0165-1765(81)90067-7 may be a valid DOI for title: Some Empirical Evidence on Dynamic Inconsistency
- 10.1086/380085 may be a valid DOI for title: Save More Tomorrow™: Using Behavioral Economics to Increase Employee Saving
- 10.1007/978-1-4613-2391-4_2 may be a valid DOI for title: The Framing of Decisions and the Psychology of Choice
- 10.1177/0956797610396225 may be a valid DOI for title: How Incidental Values from the Environment Affect Decisions about Money, Risk, and Delay
- 10.1145/3287560.3287566 may be a valid DOI for title: Actionable Recourse in Linear Classification
- 10.1037/0022-3514.79.1.66 may be a valid DOI for title: Egocentric Empathy Gaps between Owners and Buyers: Misperceptions of the Endowment Effect.
- 10.2139/ssrn.3589337 may be a valid DOI for title: Modeling Multivariate Time Series in Economics: From Auto-Regressions to Recurrent Neural Networks
- 10.2139/ssrn.3063289 may be a valid DOI for title: Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
- 10.1007/bf00116900 may be a valid DOI for title: Learning in the Presence of Concept Drift and Hidden Contexts
- 10.1093/biostatistics/kxp008 may be a valid DOI for title: A Penalized Matrix Decomposition, with Applications to Sparse Principal Components and Canonical Correlation Analysis
- 10.1016/j.eswa.2007.12.020 may be a valid DOI for title: The Comparisons of Data Mining Techniques for the Predictive Accuracy of Probability of Default of Credit Card Clients
- 10.1016/s0925-2312(01)00702-0 may be a valid DOI for title: Time Series Forecasting Using a Hybrid ARIMA and Neural Network Model

INVALID DOIs

- None

pat-alt · 2023-06-30T06:47:14Z

@whedon generate pdf

whedon · 2023-06-30T06:47:41Z

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

pat-alt · 2023-06-30T06:59:41Z

@matbesancon @kartikeyrinwa I've now edited according to #103 (comment).

In addition to the helpful suggestions, I have incorporated recent updates to the package including:

Composability of Generators
Evaluation and Benchmarking
Contributions that have come out of the TU Delft Student Software Project

I noted that the boxes for testing and contribution guidelines in the Documentation section were unticked. We do run tests, of course - should that be explained in the docs? As for contribution guidelines, we have a section in the docs and the README - should we improve this somehow?

Thanks again!

whedon · 2023-07-04T12:17:51Z

👋 @kartikeyrinwa, please update us on how your review is going (this is an automated reminder).

kartikeyrinwa · 2023-08-11T11:41:45Z

Review

As the authors have sufficiently address my previous comments, I recommend acceptance of the paper.

Conflict of interest

As the reviewer I confirm that I have read the JuliaCon conflict of interest policy and that there are no conflicts of interest for me to review this work.

Code of Conduct

I confirm that I read and will adhere to the JuliaCon code of conduct.

General checks

Repository: Is the source code for this software available at the repository url?
License: Does the repository contain a plain-text LICENSE file with the contents of an OSI approved software license?
Authorship: Has the submitting author (@pat-alt) made major contributions to the software? Does the full list of paper authors seem appropriate and complete?

Functionality

Installation: Does installation proceed as outlined in the documentation?
Functionality: Have the functional claims of the software been confirmed?
Performance: If there are any performance claims of the software, have they been confirmed? (If there are no claims, please check off this item.)

Documentation

A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
Installation instructions: Is there a clearly-stated list of dependencies? Ideally these should be handled with an automated package management solution.
Example usage: Do the authors include examples of how to use the software (ideally to solve real-world analysis problems).
Functionality documentation: Is the core functionality of the software documented to a satisfactory level (e.g., API method documentation)?
Automated tests: Are there automated tests or manual steps described so that the function of the software can be verified?
Community guidelines: Are there clear guidelines for third parties wishing to 1) Contribute to the software 2) Report issues or problems with the software 3) Seek support

Paper format

Authors: Does the paper.tex file include a list of authors with their affiliations?
A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
References: Do all archival references that should have a DOI list one (e.g., papers, datasets, software)?
Page limit: Is the page limit for full papers respected by the submitted document?

Content

Context: is the scientific context motivating the work correctly presented?
Methodology: is the approach taken in the work justified, presented with enough details and reference to reproduce it?
Results: are the results presented and compared to approaches with similar goals?

matbesancon · 2023-08-11T12:25:40Z

@whedon accept

whedon · 2023-08-11T12:25:43Z

To recommend a paper to be accepted use @whedon recommend-accept

matbesancon · 2023-08-11T12:25:51Z

@whedon recommend-accept

whedon · 2023-08-11T12:25:54Z

No archive DOI set. Exiting...

matbesancon · 2023-08-11T12:26:24Z

@whedon set v0.1.13 as version

whedon · 2023-08-11T12:26:28Z

OK. v0.1.13 is the version.

matbesancon · 2023-08-11T12:27:14Z

@pat-alt the last step we will need will be making an archive on Zenodo of the code on the repository, and writing the DOI here

whedon · 2023-08-11T14:36:46Z

OK. 10.5281/zenodo.8239379 is the archive.

matbesancon · 2023-08-11T14:37:30Z

@whedon recommend-accept

whedon · 2023-08-11T14:37:35Z

Attempting dry run of processing paper acceptance...

whedon · 2023-08-11T14:38:09Z

👋 @JuliaCon/jcon-eics, this paper is ready to be accepted and published.

Check final proof 👉 JuliaCon/proceedings-papers#67

If the paper PDF and Crossref deposit XML look good in JuliaCon/proceedings-papers#67, then you can now move forward with accepting the submission by compiling again with the flag deposit=true e.g.

@whedon accept deposit=true

whedon · 2023-08-11T14:39:47Z

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.48550/arXiv.1412.6980 is OK
- 10.48550/arXiv.1708.07747 is OK
- 10.21105/joss.02704 is OK
- doi.org/10.1038/s41597-020-0448-0 is OK
- 10.1214/20-AOS1965 is OK
- 10.48550/arXiv.1810.08810 is OK
- 10.1007/s10618-022-00831-6 is OK
- 10.48550/arXiv.1912.03277 is OK
- 10.1093/pan/mpq009 is OK
- 10.48550/arXiv.1903.08689 is OK
- 10.24432/C5XW20 is OK
- 10.1145/3097983.3098039 is OK
- 10.48550/arXiv.1712.08443 is OK

MISSING DOIs

- 10.1093/gmo/9781561592630.article.j990050 may be a valid DOI for title: "Fidelity"
- 10.1109/satml54575.2023.00036 may be a valid DOI for title: Endogenous Macrodynamics in Algorithmic Recourse
- 10.2139/ssrn.195733 may be a valid DOI for title: Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings
- 10.1109/deeptest52559.2021.00007 may be a valid DOI for title: Machine Learning Model Drift Detection Via Weak Data Slices
- 10.3386/w20343 may be a valid DOI for title: Reference-Dependent Preferences: Evidence from Marathon Runners
- 10.1257/aer.99.1.486 may be a valid DOI for title: Indirect Effects of an Aid Program: How Do Cash Transfers Affect Ineligibles’ Consumption?
- 10.1017/cbo9780511618031.014 may be a valid DOI for title: “Coherent Arbitrariness”: Stable Demand Curves without Stable Preferences
- 10.1017/cbo9780511618031.015 may be a valid DOI for title: Tom Sawyer and the Construction of Value
- 10.1016/j.inffus.2019.12.012 may be a valid DOI for title: Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
- 10.7551/mitpress/3077.003.0044 may be a valid DOI for title: Deciding Advantageously before Knowing the Advantageous Strategy
- 10.1007/978-1-4419-9096-9 may be a valid DOI for title: Reproducing Kernel Hilbert Spaces in Probability and Statistics
- 10.3386/w3487 may be a valid DOI for title: The Federal Funds Rate and the Channels of Monetary Transnission
- 10.1016/j.techsoc.2021.101852 may be a valid DOI for title: Machine Learning, Knowledge Risk, and Principal-Agent Problems in Automated Trading
- 10.2139/ssrn.965818 may be a valid DOI for title: Identification of Peer Effects through Social Networks
- 10.2139/ssrn.3534495 may be a valid DOI for title: Peer Effects in Networks: A Survey
- 10.2307/2234554 may be a valid DOI for title: Nonlinear Dynamics, Chaos, and Instability: Statistical Theory and Economic Evidence
- 10.3386/w4509 may be a valid DOI for title: Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania
- 10.1109/sp.2017.49 may be a valid DOI for title: Towards Evaluating the Robustness of Neural Networks
- 10.3386/w14032 may be a valid DOI for title: Does Your Cohort Matter? Measuring Peer Effects in College Achievement
- 10.3982/ecta10168 may be a valid DOI for title: From Natural Variation to Optimal Policy? The Importance of Endogenous Peer Group Formation
- 10.2139/ssrn.4090707 may be a valid DOI for title: Explainable Artificial Intelligence: Interpreting Default Forecasting Models Based on Machine Learning
- 10.3386/w15617 may be a valid DOI for title: Adjustment Costs, Firm Responses, and Micro vs. Macro Labor Supply Elasticities: Evidence from Danish Tax Records
- 10.1214/18-aoas1222 may be a valid DOI for title: Variable Prioritization in Nonlinear Black Box Methods: A Genetic Association Case Study
- 10.1145/3514094.3534144 may be a valid DOI for title: Counterfactual Explanations for Prediction and Diagnosis in Xai
- 10.1080/01621459.1999.10473858 may be a valid DOI for title: Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs
- 10.2139/ssrn.1596425 may be a valid DOI for title: The Persistent Effects of Peru’s Mining Mita
- 10.3233/ds-200028 may be a valid DOI for title: Reinforcement Learning for Personalization: A Systematic Literature Review
- 10.3390/app11167274 may be a valid DOI for title: A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data
- 10.1037/0022-3514.37.7.1097 may be a valid DOI for title: The Stability of Behavior: I. On Predicting Most of the People Much of the Time.
- 10.1086/497818 may be a valid DOI for title: Clean Evidence on Peer Effects
- 10.2139/ssrn.203194 may be a valid DOI for title: Cooperation and Punishment in Public Goods Experiments
- 10.1287/mnsc.2017.2908 may be a valid DOI for title: On the External Validity of Social Preference Games: A Systematic Lab-Field Study
- 10.1037/0022-3514.75.3.617 may be a valid DOI for title: Immune Neglect: A Source of Durability Bias in Affective Forecasting.
- 10.1037/e722842011-016 may be a valid DOI for title: The Uncertainty Effect: When a Risky Prospect Is Valued Less than Its Worst Possible Outcome
- 10.1007/978-3-030-42553-1_3 may be a valid DOI for title: Bayesian Neural Networks: An Introduction and Survey
- 10.3386/w11562 may be a valid DOI for title: The Incredible Volcker Disinflation
- 10.1920/wp.cem.2017.0817 may be a valid DOI for title: An Econometric Model of Network Formation with Degree Heterogeneity
- 10.1017/cbo9780511618031.006 may be a valid DOI for title: Economic Theory of Choice and the Preference Reversal Phenomenon
- 10.1086/717935 may be a valid DOI for title: Name Your Friends, but Only Five? The Importance of Censoring in Peer Effects Estimates Using Social Network Data
- 10.1109/icmla.2011.144 may be a valid DOI for title: Thompson Sampling for Dynamic Multi-Armed Bandits
- 10.1016/j.ins.2008.07.024 may be a valid DOI for title: Improving Artificial Neural Networks’ Performance in Seasonal Time Series Forecasting
- 10.1145/1273496.1273541 may be a valid DOI for title: A Bound on the Label Complexity of Agnostic Active Learning
- 10.1177/2053951720926558 may be a valid DOI for title: The Virtue of Simplicity: On Machine Learning Models in Algorithmic Trading
- 10.1509/jmkr.48.spl.s23 may be a valid DOI for title: Increasing Saving Behavior through Age-Progressed Renderings of the Future Self
- 10.1007/978-1-4899-7687-1_100391 may be a valid DOI for title: Random Decision Forests
- 10.3150/22-bej1484 may be a valid DOI for title: Bayes-Optimal Prediction with Frequentist Coverage Control
- 10.1006/obhd.1996.0077 may be a valid DOI for title: The Evaluability Hypothesis: An Explanation for Preference Reversals between Joint and Separate Evaluations of Alternatives
- 10.1017/cbo9780511618031.033 may be a valid DOI for title: Music, Pandas, and Muggers: On the Affective Psychology of Value.
- 10.1002/jae.2426 may be a valid DOI for title: A Social Interactions Model with Endogenous Friendship Formation and Selectivity
- 10.21105/joss.00602 may be a valid DOI for title: Flux: Elegant Machine Learning with Julia
- 10.1257/aer.97.3.890 may be a valid DOI for title: Meeting Strangers and Friends of Friends: How Random Are Social Networks?
- 10.1126/science.1111709 may be a valid DOI for title: Failure to Detect Mismatches between Intention and Outcome in a Simple Decision Task
- 10.2139/ssrn.3043404 may be a valid DOI for title: Estimation of Peer Effects in Endogenous Social Networks: Control Function Approach
- 10.1198/1061860032148 may be a valid DOI for title: A Modified Principal Component Technique Based on the LASSO
- 10.1109/mci.2022.3155327 may be a valid DOI for title: Hands-on Bayesian Neural Networks–a Tutorial for Deep Learning Users
- 10.1017/cbo9781139175197.009 may be a valid DOI for title: Experimental Tests of the Endowment Effect and the Coase Theorem
- 10.1016/0749-5978(92)90015-y may be a valid DOI for title: Reference Points, Anchors, Norms, and Mixed Feelings
- 10.1145/3313831.3376219 may be a valid DOI for title: Interpreting Interpretability: Understanding Data Scientists’ Use of Interpretability Tools for Machine Learning
- 10.4314/ajst.v5i2.15330 may be a valid DOI for title: Seasonal Time Series Forecasting: A Comparative Study of ARIMA and ANN Models
- 10.1007/978-3-030-93842-0_6 may be a valid DOI for title: Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities
- 10.1081/etc-120025891 may be a valid DOI for title: Best Spatial Two-Stage Least Squares Estimators for a Spatial Autoregressive Model with Autoregressive Disturbances
- 10.1177/0956797612450302 may be a valid DOI for title: The Financial Costs of Sadness
- 10.3386/w9736 may be a valid DOI for title: Neoclassical Theory versus Prospect Theory: Evidence from the Marketplace
- 10.3386/w7682 may be a valid DOI for title: The Power of Suggestion: Inertia in 401 (k) Participation and Savings Behavior
- 10.2307/2298123 may be a valid DOI for title: Identification of Endogenous Social Effects: The Reflection Problem
- 10.2139/ssrn.2523510 may be a valid DOI for title: Goals as Reference Points in Marathon Running: A Novel Test of Reference Dependence
- 10.20955/wp.2015.012 may be a valid DOI for title: FRED-MD: A Monthly Database for Macroeconomic Research
- 10.1007/s10618-013-0342-x may be a valid DOI for title: Visualizing Multi-Dimensional Decision Boundaries in 2D
- 10.1016/j.artint.2018.07.007 may be a valid DOI for title: Explanation in Artificial Intelligence: Insights from the Social Sciences
- 10.1037/0022-3514.54.4.687 may be a valid DOI for title: The Nature of Adolescent Competencies Predicted by Preschool Delay of Gratification.
- 10.1145/3287560.3287574 may be a valid DOI for title: Explaining Explanations in AI
- 10.1145/3351095.3372850 may be a valid DOI for title: Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations
- 10.1109/cisda.2015.7208643 may be a valid DOI for title: Evaluating Model Drift in Machine Learning Algorithms
- 10.1016/s0167-7152(96)00140-x may be a valid DOI for title: Sparse Spatial Autoregressions
- 10.1145/3241036 may be a valid DOI for title: The Seven Tools of Causal Inference, with Reflections on Machine Learning
- 10.5860/choice.38-4002 may be a valid DOI for title: Economic Events, Ideas, and Policies: The 1960s and After
- 10.1016/j.jeconom.2014.08.008 may be a valid DOI for title: Estimating a Spatial Autoregressive Model with an Endogenous Spatial Weight Matrix
- 10.3386/w2966 may be a valid DOI for title: Does Monetary Policy Matter? A New Test in the Spirit of Friedman and Schwartz
- 10.1038/s42256-019-0048-x may be a valid DOI for title: Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead
- 10.3386/w7469 may be a valid DOI for title: Peer Effects with Random Assignment: Results for Dartmouth Roommates
- 10.1080/01621459.2017.1395341 may be a valid DOI for title: Least Ambiguous Set-Valued Classifiers with Bounded Error Levels
- 10.1109/icdcsw.2011.20 may be a valid DOI for title: Finding a" Kneedle" in a Haystack: Detecting Knee Points in System Behavior
- 10.1086/209205 may be a valid DOI for title: Choice Based on Reasons: The Case of Attraction and Compromise Effects
- 10.21034/qr.1011 may be a valid DOI for title: Are Forecasting Models Usable for Policy Analysis?
- 10.1109/tmm.2014.2330697 may be a valid DOI for title: A Simple Method to Determine If a Music Information Retrieval System Is a “Horse”
- 10.1017/cbo9780511618031.039 may be a valid DOI for title: Libertarian Paternalism Is Not an Oxymoron
- 10.1016/0165-1765(81)90067-7 may be a valid DOI for title: Some Empirical Evidence on Dynamic Inconsistency
- 10.1086/380085 may be a valid DOI for title: Save More Tomorrow™: Using Behavioral Economics to Increase Employee Saving
- 10.1007/978-1-4613-2391-4_2 may be a valid DOI for title: The Framing of Decisions and the Psychology of Choice
- 10.1177/0956797610396225 may be a valid DOI for title: How Incidental Values from the Environment Affect Decisions about Money, Risk, and Delay
- 10.1145/3287560.3287566 may be a valid DOI for title: Actionable Recourse in Linear Classification
- 10.1037/0022-3514.79.1.66 may be a valid DOI for title: Egocentric Empathy Gaps between Owners and Buyers: Misperceptions of the Endowment Effect.
- 10.2139/ssrn.3589337 may be a valid DOI for title: Modeling Multivariate Time Series in Economics: From Auto-Regressions to Recurrent Neural Networks
- 10.2139/ssrn.3063289 may be a valid DOI for title: Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
- 10.1007/bf00116900 may be a valid DOI for title: Learning in the Presence of Concept Drift and Hidden Contexts
- 10.1093/biostatistics/kxp008 may be a valid DOI for title: A Penalized Matrix Decomposition, with Applications to Sparse Principal Components and Canonical Correlation Analysis
- 10.1016/j.eswa.2007.12.020 may be a valid DOI for title: The Comparisons of Data Mining Techniques for the Predictive Accuracy of Probability of Default of Credit Card Clients
- 10.1016/s0925-2312(01)00702-0 may be a valid DOI for title: Time Series Forecasting Using a Hybrid ARIMA and Neural Network Model
- 10.1109/ssci50451.2021.9660058 may be a valid DOI for title: Evaluating Robustness of Counterfactual Explanations

INVALID DOIs

- None

matbesancon · 2023-08-11T14:46:50Z

@pat-alt can you check the DOIs above and add them to your bib file?

matbesancon · 2023-08-11T14:47:09Z

if necessary. Let me know once this is done

pat-alt · 2023-08-12T06:10:47Z

@whedon commands

whedon · 2023-08-12T06:10:50Z

Here are some things you can ask me to do:

# List Whedon's capabilities
@whedon commands

# List of editor GitHub usernames
@whedon list editors

# List of reviewers together with programming language preferences and domain expertise
@whedon list reviewers

EDITORIAL TASKS

# Compile the paper
@whedon generate pdf

# Compile the paper from alternative branch
@whedon generate pdf from branch custom-branch-name

# Ask Whedon to check the references for missing DOIs
@whedon check references

# Ask Whedon to check repository statistics for the submitted software
@whedon check repository

pat-alt · 2023-08-12T06:11:05Z

@whedon check references

whedon · 2023-08-12T06:12:51Z

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.48550/arXiv.2206.07851 is OK
- 10.48550/arXiv.1412.6980 is OK
- 10.48550/arXiv.1708.07747 is OK
- 10.1109/satml54575.2023.00036 is OK
- 10.2139/ssrn.195733 is OK
- 10.1109/deeptest52559.2021.00007 is OK
- 10.3386/w20343 is OK
- 10.1257/aer.99.1.486 is OK
- 10.1017/cbo9780511618031.014 is OK
- 10.1017/cbo9780511618031.015 is OK
- 10.1016/j.inffus.2019.12.012 is OK
- 10.7551/mitpress/3077.003.0044 is OK
- 10.1007/978-1-4419-9096-9 is OK
- 10.3386/w3487 is OK
- 10.21105/joss.02704 is OK
- 10.1016/j.techsoc.2021.101852 is OK
- 10.2139/ssrn.965818 is OK
- 10.2139/ssrn.3534495 is OK
- 10.2307/2234554 is OK
- 10.3386/w4509 is OK
- 10.1109/sp.2017.49 is OK
- 10.3386/w14032 is OK
- 10.3982/ecta10168 is OK
- 10.2139/ssrn.4090707 is OK
- 10.3386/w15617 is OK
- 10.1214/18-aoas1222 is OK
- 10.1145/3514094.3534144 is OK
- 10.1080/01621459.1999.10473858 is OK
- 10.2139/ssrn.1596425 is OK
- 10.3233/ds-200028 is OK
- 10.3390/app11167274 is OK
- 10.1037/0022-3514.37.7.1097 is OK
- 10.1086/497818 is OK
- 10.2139/ssrn.203194 is OK
- 10.1287/mnsc.2017.2908 is OK
- 10.1037/0022-3514.75.3.617 is OK
- 10.1093/qje/121.4.1283 is OK
- 10.1007/978-3-030-42553-1_3 is OK
- 10.3386/w11562 is OK
- 10.1920/wp.cem.2017.0817 is OK
- 10.1017/cbo9780511618031.006 is OK
- 10.1086/717935 is OK
- 10.1109/icmla.2011.144 is OK
- 10.1016/j.ins.2008.07.024 is OK
- 10.1145/1273496.1273541 is OK
- 10.1177/2053951720926558 is OK
- 10.1509/jmkr.48.spl.s23 is OK
- 10.1109/ICDAR.1995.598994 is OK
- 10.1002/jae.2426 is OK
- 10.21105/joss.00602 is OK
- 10.1257/aer.97.3.890 is OK
- 10.1126/science.1111709 is OK
- 10.2139/ssrn.3043404 is OK
- 10.1198/1061860032148 is OK
- 10.1109/mci.2022.3155327 is OK
- 10.1017/cbo9781139175197.009 is OK
- 10.1016/0749-5978(92)90015-y is OK
- 10.1145/3313831.3376219 is OK
- 10.4314/ajst.v5i2.15330 is OK
- 10.1007/978-3-030-93842-0_6 is OK
- 10.1081/etc-120025891 is OK
- 10.1177/0956797612450302 is OK
- 10.3386/w9736 is OK
- 10.3386/w7682 is OK
- 10.2307/2298123 is OK
- 10.2139/ssrn.2523510 is OK
- 10.20955/wp.2015.012 is OK
- 10.1007/s10618-013-0342-x is OK
- 10.1016/j.artint.2018.07.007 is OK
- 10.1037/0022-3514.54.4.687 is OK
- 10.1145/3287560.3287574 is OK
- 10.1145/3351095.3372850 is OK
- 10.1109/cisda.2015.7208643 is OK
- 10.1016/s0167-7152(96)00140-x is OK
- 10.1145/3241036 is OK
- 10.5860/choice.38-4002 is OK
- 10.1016/j.jeconom.2014.08.008 is OK
- 10.3386/w2966 is OK
- 10.1038/s42256-019-0048-x is OK
- 10.3386/w7469 is OK
- 10.1080/01621459.2017.1395341 is OK
- 10.1109/icdcsw.2011.20 is OK
- 10.1086/209205 is OK
- 10.21034/qr.1011 is OK
- 10.1109/tmm.2014.2330697 is OK
- 10.1017/cbo9780511618031.039 is OK
- 10.1016/0165-1765(81)90067-7 is OK
- 10.1086/380085 is OK
- 10.1007/978-1-4613-2391-4_2 is OK
- 10.1177/0956797610396225 is OK
- 10.1145/3287560.3287566 is OK
- 10.1037/0022-3514.79.1.66 is OK
- 10.2139/ssrn.3589337 is OK
- 10.2139/ssrn.3063289 is OK
- 10.1007/bf00116900 is OK
- 10.1093/biostatistics/kxp008 is OK
- doi.org/10.1038/s41597-020-0448-0 is OK
- 10.1016/j.eswa.2007.12.020 is OK
- 10.1016/s0925-2312(01)00702-0 is OK
- 10.1214/20-AOS1965 is OK
- 10.48550/arXiv.1810.08810 is OK
- 10.1109/ssci50451.2021.9660058 is OK
- 10.1007/s10618-022-00831-6 is OK
- 10.48550/arXiv.1912.03277 is OK
- 10.1093/pan/mpq009 is OK
- 10.48550/arXiv.1903.08689 is OK
- 10.24432/C5XW20 is OK
- 10.1145/3097983.3098039 is OK
- 10.48550/arXiv.1712.08443 is OK
- 10.18653/v1/2020.nlp4convai-1.5 is OK
- 10.48550/arXiv.1907.11692 is OK
- 10.48550/arXiv.1905.12558 is OK
- 10.48550/arXiv.1706.03662 is OK
- 10.48550/arXiv.2102.12567 is OK
- 10.48550/arXiv.1805.04829 is OK
- 10.48550/arXiv.1503.05671 is OK
- 10.48550/arXiv.2106.06137 is OK

MISSING DOIs

- 10.1093/gmo/9781561592630.article.j990050 may be a valid DOI for title: "Fidelity"
- 10.3150/22-bej1484 may be a valid DOI for title: Bayes-Optimal Prediction with Frequentist Coverage Control
- 10.1006/obhd.1996.0077 may be a valid DOI for title: The Evaluability Hypothesis: An Explanation for Preference Reversals between Joint and Separate Evaluations of Alternatives
- 10.1017/cbo9780511618031.033 may be a valid DOI for title: Music, Pandas, and Muggers: On the Affective Psychology of Value.

INVALID DOIs

- None

pat-alt · 2023-08-12T06:16:27Z

@whedon check references

whedon · 2023-08-12T06:17:52Z

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.48550/arXiv.2206.07851 is OK
- 10.48550/arXiv.1412.6980 is OK
- 10.48550/arXiv.1708.07747 is OK
- 10.1109/satml54575.2023.00036 is OK
- 10.2139/ssrn.195733 is OK
- 10.1109/deeptest52559.2021.00007 is OK
- 10.3386/w20343 is OK
- 10.1257/aer.99.1.486 is OK
- 10.1017/cbo9780511618031.014 is OK
- 10.1017/cbo9780511618031.015 is OK
- 10.1016/j.inffus.2019.12.012 is OK
- 10.7551/mitpress/3077.003.0044 is OK
- 10.1007/978-1-4419-9096-9 is OK
- 10.3386/w3487 is OK
- 10.21105/joss.02704 is OK
- 10.1016/j.techsoc.2021.101852 is OK
- 10.2139/ssrn.965818 is OK
- 10.2139/ssrn.3534495 is OK
- 10.2307/2234554 is OK
- 10.3386/w4509 is OK
- 10.1109/sp.2017.49 is OK
- 10.3386/w14032 is OK
- 10.3982/ecta10168 is OK
- 10.2139/ssrn.4090707 is OK
- 10.3386/w15617 is OK
- 10.1214/18-aoas1222 is OK
- 10.1145/3514094.3534144 is OK
- 10.1080/01621459.1999.10473858 is OK
- 10.2139/ssrn.1596425 is OK
- 10.3233/ds-200028 is OK
- 10.3390/app11167274 is OK
- 10.1037/0022-3514.37.7.1097 is OK
- 10.1086/497818 is OK
- 10.2139/ssrn.203194 is OK
- 10.1287/mnsc.2017.2908 is OK
- 10.1037/0022-3514.75.3.617 is OK
- 10.1093/qje/121.4.1283 is OK
- 10.1007/978-3-030-42553-1_3 is OK
- 10.3386/w11562 is OK
- 10.1920/wp.cem.2017.0817 is OK
- 10.1017/cbo9780511618031.006 is OK
- 10.1086/717935 is OK
- 10.1109/icmla.2011.144 is OK
- 10.1016/j.ins.2008.07.024 is OK
- 10.1145/1273496.1273541 is OK
- 10.1177/2053951720926558 is OK
- 10.1509/jmkr.48.spl.s23 is OK
- 10.1109/ICDAR.1995.598994 is OK
- 10.3150/22-bej1484 is OK
- 10.1006/obhd.1996.0077 is OK
- 10.1017/cbo9780511618031.033 is OK
- 10.1002/jae.2426 is OK
- 10.21105/joss.00602 is OK
- 10.1257/aer.97.3.890 is OK
- 10.1126/science.1111709 is OK
- 10.2139/ssrn.3043404 is OK
- 10.1198/1061860032148 is OK
- 10.1109/mci.2022.3155327 is OK
- 10.1017/cbo9781139175197.009 is OK
- 10.1016/0749-5978(92)90015-y is OK
- 10.1145/3313831.3376219 is OK
- 10.4314/ajst.v5i2.15330 is OK
- 10.1007/978-3-030-93842-0_6 is OK
- 10.1081/etc-120025891 is OK
- 10.1177/0956797612450302 is OK
- 10.3386/w9736 is OK
- 10.3386/w7682 is OK
- 10.2307/2298123 is OK
- 10.2139/ssrn.2523510 is OK
- 10.20955/wp.2015.012 is OK
- 10.1007/s10618-013-0342-x is OK
- 10.1016/j.artint.2018.07.007 is OK
- 10.1037/0022-3514.54.4.687 is OK
- 10.1145/3287560.3287574 is OK
- 10.1145/3351095.3372850 is OK
- 10.1109/cisda.2015.7208643 is OK
- 10.1016/s0167-7152(96)00140-x is OK
- 10.1145/3241036 is OK
- 10.5860/choice.38-4002 is OK
- 10.1016/j.jeconom.2014.08.008 is OK
- 10.3386/w2966 is OK
- 10.1038/s42256-019-0048-x is OK
- 10.3386/w7469 is OK
- 10.1080/01621459.2017.1395341 is OK
- 10.1109/icdcsw.2011.20 is OK
- 10.1086/209205 is OK
- 10.21034/qr.1011 is OK
- 10.1109/tmm.2014.2330697 is OK
- 10.1017/cbo9780511618031.039 is OK
- 10.1016/0165-1765(81)90067-7 is OK
- 10.1086/380085 is OK
- 10.1007/978-1-4613-2391-4_2 is OK
- 10.1177/0956797610396225 is OK
- 10.1145/3287560.3287566 is OK
- 10.1037/0022-3514.79.1.66 is OK
- 10.2139/ssrn.3589337 is OK
- 10.2139/ssrn.3063289 is OK
- 10.1007/bf00116900 is OK
- 10.1093/biostatistics/kxp008 is OK
- doi.org/10.1038/s41597-020-0448-0 is OK
- 10.1016/j.eswa.2007.12.020 is OK
- 10.1016/s0925-2312(01)00702-0 is OK
- 10.1214/20-AOS1965 is OK
- 10.48550/arXiv.1810.08810 is OK
- 10.1109/ssci50451.2021.9660058 is OK
- 10.1007/s10618-022-00831-6 is OK
- 10.48550/arXiv.1912.03277 is OK
- 10.1093/pan/mpq009 is OK
- 10.48550/arXiv.1903.08689 is OK
- 10.24432/C5XW20 is OK
- 10.1145/3097983.3098039 is OK
- 10.48550/arXiv.1712.08443 is OK
- 10.18653/v1/2020.nlp4convai-1.5 is OK
- 10.48550/arXiv.1907.11692 is OK
- 10.48550/arXiv.1905.12558 is OK
- 10.48550/arXiv.1706.03662 is OK
- 10.48550/arXiv.2102.12567 is OK
- 10.48550/arXiv.1805.04829 is OK
- 10.48550/arXiv.1503.05671 is OK
- 10.48550/arXiv.2106.06137 is OK

MISSING DOIs

- 10.1093/gmo/9781561592630.article.j990050 may be a valid DOI for title: "Fidelity"

INVALID DOIs

- None

pat-alt · 2023-08-12T06:18:11Z

@whedon generate pdf

whedon · 2023-08-12T06:18:33Z

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

pat-alt · 2023-08-12T06:21:05Z

@matbesancon ok that's all done now. Have a good weekend 😃

matbesancon · 2023-08-12T11:47:03Z

@whedon recommend-accept

whedon · 2023-08-12T11:47:07Z

Attempting dry run of processing paper acceptance...

whedon · 2023-08-12T11:47:37Z

👋 @JuliaCon/jcon-eics, this paper is ready to be accepted and published.

Check final proof 👉 JuliaCon/proceedings-papers#69

If the paper PDF and Crossref deposit XML look good in JuliaCon/proceedings-papers#69, then you can now move forward with accepting the submission by compiling again with the flag deposit=true e.g.

@whedon accept deposit=true

whedon · 2023-08-12T11:49:29Z

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.48550/arXiv.2206.07851 is OK
- 10.48550/arXiv.1412.6980 is OK
- 10.48550/arXiv.1708.07747 is OK
- 10.1109/satml54575.2023.00036 is OK
- 10.2139/ssrn.195733 is OK
- 10.1109/deeptest52559.2021.00007 is OK
- 10.3386/w20343 is OK
- 10.1257/aer.99.1.486 is OK
- 10.1017/cbo9780511618031.014 is OK
- 10.1017/cbo9780511618031.015 is OK
- 10.1016/j.inffus.2019.12.012 is OK
- 10.7551/mitpress/3077.003.0044 is OK
- 10.1007/978-1-4419-9096-9 is OK
- 10.3386/w3487 is OK
- 10.21105/joss.02704 is OK
- 10.1016/j.techsoc.2021.101852 is OK
- 10.2139/ssrn.965818 is OK
- 10.2139/ssrn.3534495 is OK
- 10.2307/2234554 is OK
- 10.3386/w4509 is OK
- 10.1109/sp.2017.49 is OK
- 10.3386/w14032 is OK
- 10.3982/ecta10168 is OK
- 10.2139/ssrn.4090707 is OK
- 10.3386/w15617 is OK
- 10.1214/18-aoas1222 is OK
- 10.1145/3514094.3534144 is OK
- 10.1080/01621459.1999.10473858 is OK
- 10.2139/ssrn.1596425 is OK
- 10.3233/ds-200028 is OK
- 10.3390/app11167274 is OK
- 10.1037/0022-3514.37.7.1097 is OK
- 10.1086/497818 is OK
- 10.2139/ssrn.203194 is OK
- 10.1287/mnsc.2017.2908 is OK
- 10.1037/0022-3514.75.3.617 is OK
- 10.1093/qje/121.4.1283 is OK
- 10.1007/978-3-030-42553-1_3 is OK
- 10.3386/w11562 is OK
- 10.1920/wp.cem.2017.0817 is OK
- 10.1017/cbo9780511618031.006 is OK
- 10.1086/717935 is OK
- 10.1109/icmla.2011.144 is OK
- 10.1016/j.ins.2008.07.024 is OK
- 10.1145/1273496.1273541 is OK
- 10.1177/2053951720926558 is OK
- 10.1509/jmkr.48.spl.s23 is OK
- 10.1109/ICDAR.1995.598994 is OK
- 10.3150/22-bej1484 is OK
- 10.1006/obhd.1996.0077 is OK
- 10.1017/cbo9780511618031.033 is OK
- 10.1002/jae.2426 is OK
- 10.21105/joss.00602 is OK
- 10.1257/aer.97.3.890 is OK
- 10.1126/science.1111709 is OK
- 10.2139/ssrn.3043404 is OK
- 10.1198/1061860032148 is OK
- 10.1109/mci.2022.3155327 is OK
- 10.1017/cbo9781139175197.009 is OK
- 10.1016/0749-5978(92)90015-y is OK
- 10.1145/3313831.3376219 is OK
- 10.4314/ajst.v5i2.15330 is OK
- 10.1007/978-3-030-93842-0_6 is OK
- 10.1081/etc-120025891 is OK
- 10.1177/0956797612450302 is OK
- 10.3386/w9736 is OK
- 10.3386/w7682 is OK
- 10.2307/2298123 is OK
- 10.2139/ssrn.2523510 is OK
- 10.20955/wp.2015.012 is OK
- 10.1007/s10618-013-0342-x is OK
- 10.1016/j.artint.2018.07.007 is OK
- 10.1037/0022-3514.54.4.687 is OK
- 10.1145/3287560.3287574 is OK
- 10.1145/3351095.3372850 is OK
- 10.1109/cisda.2015.7208643 is OK
- 10.1016/s0167-7152(96)00140-x is OK
- 10.1145/3241036 is OK
- 10.5860/choice.38-4002 is OK
- 10.1016/j.jeconom.2014.08.008 is OK
- 10.3386/w2966 is OK
- 10.1038/s42256-019-0048-x is OK
- 10.3386/w7469 is OK
- 10.1080/01621459.2017.1395341 is OK
- 10.1109/icdcsw.2011.20 is OK
- 10.1086/209205 is OK
- 10.21034/qr.1011 is OK
- 10.1109/tmm.2014.2330697 is OK
- 10.1017/cbo9780511618031.039 is OK
- 10.1016/0165-1765(81)90067-7 is OK
- 10.1086/380085 is OK
- 10.1007/978-1-4613-2391-4_2 is OK
- 10.1177/0956797610396225 is OK
- 10.1145/3287560.3287566 is OK
- 10.1037/0022-3514.79.1.66 is OK
- 10.2139/ssrn.3589337 is OK
- 10.2139/ssrn.3063289 is OK
- 10.1007/bf00116900 is OK
- 10.1093/biostatistics/kxp008 is OK
- doi.org/10.1038/s41597-020-0448-0 is OK
- 10.1016/j.eswa.2007.12.020 is OK
- 10.1016/s0925-2312(01)00702-0 is OK
- 10.1214/20-AOS1965 is OK
- 10.48550/arXiv.1810.08810 is OK
- 10.1109/ssci50451.2021.9660058 is OK
- 10.1007/s10618-022-00831-6 is OK
- 10.48550/arXiv.1912.03277 is OK
- 10.1093/pan/mpq009 is OK
- 10.48550/arXiv.1903.08689 is OK
- 10.24432/C5XW20 is OK
- 10.1145/3097983.3098039 is OK
- 10.48550/arXiv.1712.08443 is OK
- 10.18653/v1/2020.nlp4convai-1.5 is OK
- 10.48550/arXiv.1907.11692 is OK
- 10.48550/arXiv.1905.12558 is OK
- 10.48550/arXiv.1706.03662 is OK
- 10.48550/arXiv.2102.12567 is OK
- 10.48550/arXiv.1805.04829 is OK
- 10.48550/arXiv.1503.05671 is OK
- 10.48550/arXiv.2106.06137 is OK

MISSING DOIs

- 10.1093/gmo/9781561592630.article.j990050 may be a valid DOI for title: "Fidelity"

INVALID DOIs

- None

matbesancon · 2023-08-12T11:49:56Z

@whedon accept deposit=true

whedon · 2023-08-12T11:50:00Z

Doing it live! Attempting automated processing of paper acceptance...

whedon · 2023-08-12T11:50:31Z

🚨🚨🚨 THIS IS NOT A DRILL, YOU HAVE JUST ACCEPTED A PAPER INTO JCON! 🚨🚨🚨

Here's what you must now do:

Check final PDF and Crossref metadata that was deposited 👉 Creating pull request for 10.21105.jcon.00130 proceedings-papers#70
Wait a couple of minutes, then verify that the paper DOI resolves https://doi.org/10.21105/jcon.00130
If everything looks good, then close this review issue.
Party like you just published a paper! 🎉🌈🦄💃👻🤘

Any issues? Notify your editorial technical team...

matbesancon · 2023-08-12T12:30:34Z

thanks everyone for submitting and reviewing :)

whedon · 2023-08-12T12:30:38Z

🎉🎉🎉 Congratulations on your paper acceptance! 🎉🎉🎉

If you would like to include a link to your paper from your README use the following code snippets:

Markdown:
[![DOI](https://proceedings.juliacon.org/papers/10.21105/jcon.00130/status.svg)](https://doi.org/10.21105/jcon.00130)

HTML:
<a style="border-width:0" href="https://doi.org/10.21105/jcon.00130">
  <img src="https://proceedings.juliacon.org/papers/10.21105/jcon.00130/status.svg" alt="DOI badge" >
</a>

reStructuredText:
.. image:: https://proceedings.juliacon.org/papers/10.21105/jcon.00130/status.svg
   :target: https://doi.org/10.21105/jcon.00130

This is how it will look in your documentation:

We need your help!

JuliaCon Proceedings is a community-run journal and relies upon volunteer effort. If you'd like to support us please consider doing either one (or both) of the the following:

Volunteering to review for us sometime in the future. You can add your name to the reviewer list here: https://forms.gle/yANMe4c9YmuW9MWcA
Making a small donation to support our running costs here: https://numfocus.salsalabs.org/donate-to-jcon

pat-alt · 2023-08-12T14:10:34Z

Thank you very much for all your help, very happy to see this go out 🥳

whedon added Julia R review TeX labels Jun 20, 2023

whedon assigned matbesancon Jun 20, 2023

whedon mentioned this issue Jun 20, 2023

[PRE REVIEW]: Explaining Black-Box Models through Counterfactuals #103

Closed

whedon assigned matbesancon and unassigned matbesancon Jun 20, 2023

whedon added the CSS label Jun 20, 2023

whedon added the recommend-accept label Aug 11, 2023

whedon added accepted published labels Aug 12, 2023

matbesancon closed this as completed Aug 12, 2023

[REVIEW]: Explaining Black-Box Models through Counterfactuals #130

[REVIEW]: Explaining Black-Box Models through Counterfactuals #130

Comments

whedon commented Jun 20, 2023 • edited by editorialbot

Status

Reviewer instructions & questions

Review checklist for @jmaces

Conflict of interest

Code of Conduct

General checks

Functionality

Documentation

Paper format

Content

Review checklist for @kartikeyrinwa

Conflict of interest

Code of Conduct

General checks

Functionality

Documentation

Paper format

Content

whedon commented Jun 20, 2023

matbesancon commented Jun 20, 2023

whedon commented Jun 20, 2023

whedon commented Jun 20, 2023

whedon commented Jun 20, 2023

whedon commented Jun 20, 2023

whedon commented Jun 20, 2023

matbesancon commented Jun 20, 2023

whedon commented Jun 20, 2023

pat-alt commented Jun 30, 2023

whedon commented Jun 30, 2023

pat-alt commented Jun 30, 2023

whedon commented Jul 4, 2023

kartikeyrinwa commented Aug 11, 2023

Review

Conflict of interest

Code of Conduct

General checks

Functionality

Documentation

Paper format

Content

matbesancon commented Aug 11, 2023

whedon commented Aug 11, 2023

matbesancon commented Aug 11, 2023

whedon commented Aug 11, 2023

matbesancon commented Aug 11, 2023

whedon commented Aug 11, 2023

matbesancon commented Aug 11, 2023

whedon commented Aug 11, 2023

matbesancon commented Aug 11, 2023

whedon commented Aug 11, 2023

whedon commented Aug 11, 2023

whedon commented Aug 11, 2023

matbesancon commented Aug 11, 2023

matbesancon commented Aug 11, 2023

pat-alt commented Aug 12, 2023

whedon commented Aug 12, 2023

pat-alt commented Aug 12, 2023

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pat-alt commented Aug 12, 2023

whedon commented Aug 12, 2023

pat-alt commented Aug 12, 2023

whedon commented Aug 12, 2023

pat-alt commented Aug 12, 2023

matbesancon commented Aug 12, 2023

whedon commented Aug 12, 2023

whedon commented Aug 12, 2023

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matbesancon commented Aug 12, 2023

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pat-alt commented Aug 12, 2023

whedon commented Jun 20, 2023 •

edited by editorialbot