Use when designing or auditing the experimental program of an EMNLP paper — baseline fairness and tuning budgets, dataset and language coverage matched to claims, contamination…
Use when deciding where a MICRO paper's supporting material lives, because MICRO allows no appendix at all — triaging content into the 11 reviewed pages, the unlimited references,…
Use when conducting and reporting the analysis of a New Media & Society (NM&S) manuscript across qualitative, content/discourse, computational, and mixed methods — making…
Use first, before any writing, to stress-test whether a study clears Cell's bar — a complete, mechanistic, hypothesis-driven story with converging evidence.
Use when reasoning about IEEE S&P (Oakland) peer review, including the rounds inside each cycle, early-reject notices, the rebuttal for second-round papers, the…
Use when preparing an accepted ACL main-conference or Findings paper for camera-ready, covering the extra content page, de-anonymization and acknowledgements, AI-assistance…
Use when running and reporting the empirical core of a Journal of the Association for Information Systems (JAIS) manuscript — SEM measurement and structural models for behavioral…
Structured methodology for constructing and verifying mathematical proofs in statistical research
Use when planning around the two-step proposal→invited-review process of the Academy of Management Annals (Annals) — the twice-yearly proposal cadence, double-blind proposal…
Use when positioning an NSDI submission against the networked-systems literature — covering the NSDI/SIGCOMM/OSDI/SOSP lanes plus both accepted-paper cohorts of the current…
Use when finalizing the simulation tables and any empirical / illustrative exhibits in an Econometrica manuscript so each is self-contained, precise, and reproducible.
Use when analyzing the material of an Accounting, Organizations and Society (AOS) manuscript — coding and interpreting qualitative field data, estimating experimental and survey…
Use when targeting European Conference on Computer Vision (ECCV) or deciding whether a computer-science manuscript fits this venue.
Use when writing an OOPSLA author response inside the short per-round window — reading reviews through the four-outcome lens (Accept, Minor Revision, Major Revision, Reject),…
Use when drafting or polishing a British Journal of Political Science (BJPS) manuscript so it reads for a broad, international political-science audience, follows Cambridge's…
Use when making an NSDI paper's results reconstructible — capturing testbed topology, trace provenance, and configuration while experiments run, planning which datasets can ship…
Use when targeting Journal of Hydrology or deciding whether a hydrology manuscript fits this venue. Encodes the journal's fit, the broad process/observational/applied-hydrology…
Use when polishing the language and rhetoric of a 《中国农村经济》 manuscript — eliminating empty-significance phrases, fixing the "加强完善推进" policy formula, replacing method-flexing with…
Use when writing the response to an American Journal of Political Science (AJPS) revise-and-resubmit.
Use when running the final pre-submission preflight for Psychological Science via Manuscript Central — word-format compliance, the 150-word structured abstract, APA 7th-edition…
Use when writing or tightening an ECAI paper body — leading with a general-AI contribution on the first page, matching evidence to claim (a theorem and construction, or a fair…
Use when packaging code, models, datasets, or media as ACM MM (ACM Multimedia) artifacts — building the anonymous review package versus the public release, and choosing between…
Use when the decision-theoretic representation is the bottleneck for a Journal of Risk and Uncertainty (JRU) manuscript — axioms, functional form, and behavioral content for…
Use when hardening a FOCS (IEEE Symposium on Foundations of Computer Science) paper's checkability — the theory analogue of reproducibility — via hypothesis ledgers, single-source…
Use when building the related-work and positioning sections of an ICSE research-track paper, covering the literature lanes SE reviewers check, searching ACM DL, IEEE Xplore and…
Use when finalizing the main exhibits (tables and figures) of a Journal of Political Economy (JPE) manuscript so each one carries economic content and is self-contained.
Use when designing or auditing the evaluation of an ISCA paper — pinning simulator fidelity to the claims it must carry, documenting gem5-class configurations and sampling…
Use when results exist but the accounting contribution is thin or implicit for a The Accounting Review (TAR) manuscript — turning findings into an explicit statement of what the…
Use when running the final pre-submission preflight for the Quarterly Journal of Economics (QJE) via Editorial Express — single-PDF format, double-blind anonymization, author-date…
Clinical pharmacology principles for dosing, drug interactions, and patient s...
Use when building the reproducibility story for an ACM/IEEE Design Automation Conference (DAC) Research Manuscript, covering pinned EDA benchmark suites and versions (ISPD, EPFL,…
Use when assembling the data and code deposit for an AEJ: Economic Policy manuscript to satisfy the AEA Data and Code Availability Policy and the AEA Data Editor's pre-publication…
Use when navigating the Mathematical Finance (Wiley) review process — single-blind editor screening, associate-editor handling, and referees who verify proofs line by line.
Use when the causal identification strategy is the bottleneck for a Quarterly Journal of Economics (QJE) manuscript — RCT, staggered DID, IV, RDD, event study.
Use when packaging code, data, and models as evidence for a WSDM paper - anonymous repositories cited in the PDF, the proprietary-log dilemma of web-scale research,…
Use after PNAS reviews arrive to triage the decision, prioritize experiments, and draft a point-by-point response that is respectful, evidence-led, and honest about limits.
Use when a Journal-of-Finance-and-Economics manuscript is at the topic-selection stage and the theoretical grounding, China-reality fit, marginal-contribution sentences, or venue…
Use when designing or auditing the empirical core of a COLM paper — contamination analysis for evaluation data, fair baselines under matched prompting and compute, pinned model…
Use when judging whether a game-theory result is the right fit and scale for Games and Economic Behavior (GEB) — does it advance the frontiers of game theory and its applications?…
Use when running and reporting the estimation for a The Accounting Review (TAR) manuscript — the estimator, fixed effects, standard-error clustering, robustness, and the…
Use when designing, reporting, or auditing an exact, decomposition, heuristic, simulation, or learning-based solution route for 《系统工程学报》 (Journal of Systems Engineering, Tianjin…
Use when the theoretical argument and hypotheses are the bottleneck for a Human Resource Management (Wiley "HRM") manuscript — building an HRM/OB mechanism (AMO, HR-system…
Use when deciding whether a systems project is SOSP-shaped — a built and measured artifact embodying an extractable principle in operating and distributed systems — or better…
Use when deciding whether a result is the right kind of contribution for Econometric Theory (ET) — a general, foundational econometric-theory result (asymptotics, proofs,…
Use when responding to a Sociological Methods & Research (SMR) decision letter — drafting the point-by-point response and revision plan for properties, simulations, the empirical…
Use when you need to understand Sociological Theory (ST)'s double-anonymous peer review and interpret a decision letter focused on conceptual novelty and logical soundness.
Use when auditing an AAAI main technical track submission for OpenReview readiness, double-blind anonymity, page limits, reproducibility checklist, supplementary material, author…
Use when auditing an HPCA evaluation: declaring the fidelity contract (simulator, configuration, workloads, sampled regions, validation), matching each claim to its instrument,…
Use when planning an ISSTA project timeline from venue fit through the January research-paper deadline, the March author response, the April first decision, the May Major-Revision…
Use when positioning a TACAS (ETAPS) submission against the verification literature across TACAS, CAV, VMCAI, FMCAD, SPIN, and journals (STTT, FMSD), writing delta-first contrast…
Use when targeting 《经济与管理研究》(Research on Economics and Management — 首都经济贸易大学主办的经管交叉月刊, 1980 创刊, 北大核心/CSSCI, 不收费) or deciding whether a Chinese econ/management manuscript fits this…
Use when positioning a Social Forces (SF) manuscript against the literature so it reads as a contribution to a general social-science audience.
Use when assembling CoRL supplementary material — the strongly encouraged overview video under the 250 MB cap and roughly three minutes, the optional appendix inside the same PDF…
Use when targeting Accounts of Chemical Research (Acc Chem Res) or deciding whether a chemistry account manuscript fits this ACS venue.
Use when deciding whether a question fits the Journal of the European Economic Association (JEEA) rather than a field journal or a sibling general-interest outlet for a JEEA…
plotnine static visualization (ggplot2 syntax for Python). Geoms, aesthetics, scales, coordinates, facets, themes.
Use when deciding whether a project belongs at the Web Conference (WWW) at all, which of the ten research tracks should review it, whether the short-paper or Web4Good lane fits…
Use when assembling the data and code replication package for a The World Bank Economic Review (WBER) manuscript to meet WBER's condition-of-publication data/code release, the…
Use when targeting IEEE Transactions on Wireless Communications (TWC) or deciding whether a wireless-communications manuscript fits this venue.
Use when auditing a EuroSys submission before a HotCRP upload — abstract registration versus full-paper gates, the 12-page technical-content budget with free references, the…