Use when targeting Machine Learning for Health (ML4H) or deciding whether a computer-science manuscript fits this venue.
Use when converting a paper accepted to NAACL Main or Findings into its final ACL Anthology version — merging promised revisions, restoring identity and community…
Use when positioning a Review of Economic Dynamics (RED) manuscript within the dynamic-economics and SED literature — mapping the quantitative-macro lineage a paper builds on,…
Use when preparing an accepted NSDI paper's artifact for badge evaluation — packaging code, traces, and testbed recipes for the AEC, choosing which badges to pursue, meeting…
Use when drafting or polishing the prose of a Journal of Policy Analysis and Management (JPAM) manuscript — a clear policy implication stated without overclaiming, legible to…
Use when building or auditing the related-work of a MobiCom paper — sweeping the SIGMOBILE and networking literature lanes, proving each citation's venue on dblp/ACM DL against…
Use when the design that isolates a behavioral mechanism is the bottleneck for a Journal of Economic Behavior & Organization (JEBO) manuscript — lab/field experiment,…
Use when revising an ACM SIGCOMM paper for its house style — leading with measured operational pain, stating a design principle rather than a behavior, pairing every claim with…
Use when targeting ACM CoNEXT (CoNEXT) or deciding whether a computer-science manuscript fits this venue.
Use when preparing accepted AISTATS papers for PMLR camera-ready submission, 9-page final body, author de-anonymization, proceedings forms, metadata, final appendix handling,…
Use when running and reporting the statistical analysis for an Academy of Management Journal (AMJ) manuscript — measurement validity, common-method bias, the right estimator (HLM,…
Use when running the final pre-submission preflight for The American Historical Review (AHR) via ScholarOne — masked-author preparation, the roughly 8,000-word target, Chicago…
Use when executing and reporting the analysis for an American Journal of Political Science (AJPS) manuscript.
Use when targeting Nature Plants or deciding whether a plant-science manuscript fits this venue. Encodes the journal's fit, the broad-significance and Nature-framing bar, evidence…
Use when making a POPL paper's results independently checkable — deciding which theorems to mechanize versus hand-prove, maintaining a paper-to-proof correspondence table from day…
Use when an American Economic Journal: Macroeconomics (AEJ: Macro) decision letter has arrived (R&R or reject-with-comments) and you need a response-letter strategy and revision…
Use when planning or drafting the CVPR one-page rebuttal after reviews are released, covering the official rebuttal template, the ban on new contributions and external links,…
Use when polishing the language and rhetoric of a 《财贸经济》 manuscript — eliminating empty-significance phrases, fixing the "加强完善推进" policy formula, replacing method-flexing with…
Use to plan an ACM/IEEE HRI campaign backward from the full-paper deadline through the abstract-then-paper two-step, the rebuttal, the program-committee meeting, camera-ready, and…
Use when building a MICRO paper's related-work coverage and positioning — sweeping the four-venue architecture literature plus journals and industry disclosures, differentiating…
Use as the entry point for any World Politics manuscript. Routes to the right World Politics sub-skill based on where you are in the lifecycle and whether you are writing a…
Use when drafting or revising EuroSys prose — building the problem-to-mechanism arc systems reviewers expect, budgeting the 12 technical pages across design and evaluation,…
Use when staking the contribution of an Organization Studies (OS) manuscript against the specific theoretical conversation it joins — what the field knows, what it misses, and the…
Use to understand how Agricultural Systems (AgSy) evaluates a manuscript — single-anonymized peer review with a minimum of two reviewers and an editor decision, desk screening for…
Use to finalize PNAS display items — column-width sizing (~9 / 11.4 / 18 cm), minimum font sizes, show-the-data with n and defined error bars, scale bars, colorblind-safe…
Use when reasoning about how an ECAI submission is evaluated — double-blind review, the summary-reject first phase, area chairs / senior PC, the single author-response (rebuttal)…
Use when polishing the prose of an Advanced Materials manuscript for Wiley house style, concision, precise materials nomenclature and units, and readability across materials…
Use when writing or auditing the related-work and positioning of an ACM IMC paper, covering the measurement literature lanes, positioning against prior datasets and vantage…
Use to frame the central result of an Econometric Theory (ET) paper so its generality and importance are legible — stating the theorem and its scope up front, choosing Article vs…
Use when positioning a Journal of Marketing Research (JMR) manuscript against the closest behavioral, modeling, and methods literatures so the contribution reads as a genuine…
Use when positioning an MLSys submission against the fast-moving ML-systems literature scattered across OSDI, SOSP, NSDI, ASPLOS, and ML venues, handling arXiv-first and…
Use when working with the Annual Review of Sociology (ARSoc) Editorial Committee and Annual Reviews production team — negotiating the commissioned scope, anticipating what review…
Use when reasoning about how a USENIX Security Symposium cycle actually decides — early-reject notifications, multi-round reviewing, the retirement of Major Revision in favor of…
Use when deciding whether a result is SODA-shaped (ACM-SIAM Symposium on Discrete Algorithms) — concrete algorithmic problems, data structures, and discrete mathematics with…
Use when systematically gathering, coding, and synthesizing a management/organization literature for an Academy of Management Annals (Annals) review — the search-and-coverage…
Use when targeting The Journal of Allergy and Clinical Immunology (JACI) or deciding whether an allergy/asthma/clinical-immunology study fits this venue.
Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects — from…
Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript.
Use when suggesting/excluding reviewers and pre-empting likely referee objections for a Journal of the American Chemical Society (JACS) manuscript.
Use when pre-empting the objections a Financial Management (FM) referee is likely to raise, before pressing submit — red-teaming the paper from the perspective of an…
Use when articulating the contribution of a Journal of Accounting and Economics (JAE) manuscript — stating explicitly what the paper teaches about accounting's economic role…
Use when the question is what makes the result tight or what the data identify for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript — covering both (a)…
Use when packaging NeurIPS code, data, models, demos, benchmarks, or other research artifacts for anonymous review, reproducibility, public release, or MLRC-style artifact…
Use when explaining heterogeneity and probing robustness in a Psychological Bulletin meta-analysis — moderator/subgroup analysis, meta-regression, and publication-bias diagnostics…
Use when building or revising tables and figures for a Journal of the European Economic Association (JEEA) manuscript so exhibits read clean for a general-interest audience and…
Use when reasoning about how CoRL reviews a paper — the OpenReview double-anonymous pipeline, reviewer/AC/SAC hierarchy, rubric scoring with weak accept as the acceptance…
Use when responding to reviewer reports for a 《中国行政管理》 revision. Produces the point-by-point response letter and aligned manuscript edits, with special attention to theory-frame…
Use when targeting AAAI Conference on Artificial Intelligence (AAAI) or deciding whether a computer-science manuscript fits this venue.
Use when preparing author-side communication around CIKM reviews — drafting for a response window if the cycle offers one (unconfirmed for 2026), writing camera-ready revision…
Use when converting an OSDI acceptance into the published paper — the June final-paper deadline, expansion to 14 pages plus appendices, the two-page Artifact Appendix,…
Use when staking the contribution of an Entrepreneurship Theory and Practice (ETP) manuscript against the entrepreneurship frontier and its sibling journals (JBV, SEJ, AMJ,…
Use when the causal-inference or asset-pricing identification strategy is the bottleneck for a The Review of Financial Studies (RFS) manuscript — quasi-experiments (DID, IV, RDD,…
Use when running a pre-submission pre-mortem on a Journal of Political Economy (JPE) manuscript to anticipate the price-theory, general-equilibrium, and identification objections…
Use for the pre-submission preflight to 《经济学(季刊)》 (China Economic Quarterly, CEQ) — checking the online system (oaj.pku.edu.cn / ccj.pku.edu.cn), in-text author-date citation…
Use when staking a Journal of Consumer Psychology (JCP) manuscript's contribution against the consumer-psychology literature and its siblings (JCR, JMR, Marketing Science,…
Use when reviews arrive from a USENIX Security Symposium cycle and the authors must respond — writing the rebuttal that survives online PC discussion, handling required…
Use when preparing the replication / data-access materials for a The Journal of Politics (JOP) manuscript.
Use when targeting Genome Biology or deciding whether a genomics or computational biology manuscript fits this venue.
Use when running the final pre-submission preflight for The World Bank Economic Review (WBER) via the ScholarOne ManuscriptCentral portal — the 40-page total cap,…
Use when building or tightening the conceptual frame or quantitative model that disciplines an Economic Policy (EP) manuscript's policy logic.