Use when targeting 《财政研究》(Public Finance Research — 财政部主管、中国财政学会主办、不收版面费的财政学权威核心月刊, CNKI 采编系统) or deciding whether a Chinese public-finance manuscript fits this venue.
Use when responding to a World Development (WD) decision letter — major/minor revision or reject-and-resubmit — under double-anonymized, multidisciplinary review.
Use to forge the central argument of a Critical Inquiry (CI) essay into a genuine intervention. CI rewards a bold claim that reorients a conversation in criticism and theory, with…
Use when a Journal of Human Resources (JHR) revise-and-resubmit arrives and you must plan the response letter — answering referees and the handling editor, satisfying the…
Use when planning an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) campaign end to end — running the year backward from the early-June deadline through the two…
Use when revising a WACV paper's prose and first page, covering how to write for the chosen Applications or Algorithms track, leading with the real-world constraint or the method,…
Use when positioning a Journal of Labor Economics (JOLE) manuscript against the labor literature — staking the contribution against the closest papers under Chicago author-date…
Use when pre-morteming a Journal of Health Economics (JHE) manuscript against the objections its health-economist referees raise before submission.
Use when deciding what lives outside a PVLDB paper's page budget, covering the rule that appendices count against the limit, the extended technical report on arXiv under…
Use when writing the explicit contribution statement for a Management Science (INFORMS) manuscript — turning an analytical result or empirical finding into a decision-relevant…
Use when targeting International Semantic Web Conference (ISWC) or deciding whether a computer-science manuscript fits this venue.
Use when packaging the artifacts of an accepted ACM/IEEE HRI paper — code, robot behaviors, de-identified data, and study materials — for openness and any ACM badges the edition…
Use when responding to a revise-and-resubmit or referee report for an Experimental Economics (ExpEcon) manuscript — including when a referee demands a new treatment, more…
在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 处理代码与数据可用性、撰写可用性声明时调用。本刊作为中文期刊是否设立独立的制品评审徽章(artifact…
Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml +…
在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD)…
Use when the main result of a Journal of Political Economy (JPE) manuscript rests on a single specification and you need to pre-empt the alternative-explanation and fragility…
Use when packaging code, data, samplers, solvers, and logs for a UAI submission's 50 MB supplementary ZIP or a public post-acceptance release, making probabilistic-inference…
Use when packaging an accepted MLSys paper's code, configs, and measurement scripts for the venue's post-acceptance artifact evaluation, targeting the Availability, Functional,…
Use when deciding whether a security project fits ACM CCS versus IEEE S&P, USENIX Security, NDSS, PETS, or a crypto/theory venue, identifying the security contribution type, and…
Use when targeting 《外国经济与管理》(Foreign Economics and Management — 上海财经大学主办的管理学月刊, 1979 创刊, 双盲匿名审稿, 不收费) or deciding whether a Chinese management manuscript fits this venue.
Use when designing or auditing the empirical evaluation for an ICDM (IEEE International Conference on Data Mining) paper - mining-task definition, strong and fairly-tuned…
Use when targeting The BMJ or deciding whether a clinical medicine or evidence-based medicine manuscript fits this venue.
Use when reasoning about how MLSys peer review works, covering the OpenReview workflow, the mixed ML-and-systems reviewer pool and how each half scores differently, the compressed…
Use when building the argument of a PMLA (Publications of the Modern Language Association) essay into a significant contribution to literary and language studies.
Use when deciding which cpa-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《中国行政管理》 (Chinese Public Administration).
Use when designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density, self-explanatory exhibits.
Use when an American Economic Journal: Applied Economics (AEJ: Applied) decision letter arrives (R&R or conditional accept) and a response-to-referees letter plus a revision plan…
Use when running the final pre-upload audit of an ASPLOS submission — the 11-page limit covering figures/tables/footnotes with references excluded, the mandatory template, the…
Use when strengthening ACM FAccT transparency and reproducibility — releasing code, data, and analysis for quantitative audits; documenting datasets and models with datasheets,…
IPEDS — primary federal postsecondary data (~6,500 institutions, 1980-present): enrollment, completions, graduation rates, finance, aid, admissions, HR.
Use when targeting Environmental Health Perspectives or deciding whether an environmental-health manuscript fits this venue.
Use when writing the Cancer Cell (Cell Press) front matter — the Summary, eTOC blurb, Highlights, and graphical abstract.
Use when drafting or polishing prose for a Journal of Corporate Finance (JCF) manuscript — the ≤250-word abstract, 1–7 keywords, author-date (Harvard) in-text citations, and the…
Use when targeting Contemporary Accounting Research (CAR) or deciding whether an accounting manuscript fits this venue.
Use when matching the argument of an ICALP (EATCS) theory paper to its claim — choosing the proof strategy for an upper or lower bound, deciding when supporting computation…
Use when hardening an OOPSLA paper's empirical claims to the SIGPLAN Empirical Evaluation Guidelines — managed-runtime measurement discipline, warmup and variance reporting,…
Use when building the theoretical argument of a Public Administration Review (PAR) manuscript into a contribution that advances public-management theory and informs practice.
Use when executing and reporting the analysis for a Criminology (ASC / Wiley) manuscript so it survives expert review — honest uncertainty, robustness, and methods appropriate to…
Use when drafting the response letter for a Journal of Applied Econometrics (JAE) revise-and-resubmit — replying to single-blind anonymous referees and the Editor-in-Chief on…
NHGIS — census geography crosswalks via Portal: links schools (ncessch) and colleges (unitid) to tracts, block groups, CBSAs (1990-2020).
Use when you need to understand how the Journal of Monetary Economics (JME) review process actually works — single anonymized (single-blind) review with at least two reviewers,…
Use when designing the study behind a Global Change Biology (GCB) manuscript — manipulative experiments, observational/gradient studies, or process modelling of biological…
Use when deciding what goes into a COLM paper's appendices and supplementary material versus the strict 9-page main text — verbatim prompts, full evaluation configurations,…
Use when deciding whether a project belongs at CSCW — is the group, community, or organization the real unit of analysis? — and running the routing decision against CHI, ICWSM,…
College Scorecard — post-enrollment outcomes linking aid records to IRS/Treasury earnings. Earnings, loan repayment, debt via six Portal sub-datasets.
当你在为《自动化学报》(Acta Automatica Sinica, AAS) 稿件准备代码与数据可用性材料、判断本刊是否设有独立制品评审(artifact…
Use when drafting the response-to-reviewers and revision for a Journal of Management Studies (JMS) R&R — turning a developmental, often multi-round decision letter into a…
Use when defending the research design of a Current Anthropology (CA) manuscript — fieldwork and participant observation, interview and archival design for…
Use when revising an AAAI manuscript for broad AI audience fit, concise contribution claims, two-column readability, reproducibility-checklist alignment, and policy-aware…
Use when the prose of a Journal of Financial Economics (JFE) manuscript needs to reach the journal's register — precise, evidence-forward, and free of hedging or overclaiming.
Use when situating a Governance: An International Journal of Policy, Administration, and Institutions manuscript in the comparative governance / public-policy /…
Use after a Journal of Econometrics (JoE) revision request to plan the response letter and revised manuscript — handling technical referee objections on assumptions, asymptotics,…
Use when preparing an accepted ICASSP paper for IEEE Xplore publication, covering the final 4+1 PDF, IEEE PDF eXpress validation, the IEEE electronic copyright form, integrating…
Use when deciding which jel-* sub-skill to invoke next, or when sequencing a survey/review article from topic selection through revision for a Journal of Economic Literature (JEL)…
Use when converting a STOC (ACM Symposium on Theory of Computing) acceptance into publishable form — the ACM proceedings version, de-anonymization, rights forms, the CFP-level…
Use when targeting 《经济问题探索》(Inquiry into Economic Issues — 云南省发展和改革委员会主管、云南省宏观经济研究院（云南省产业研究院）主办的经济类月刊, 1980 创刊, 匿名审稿) or deciding whether a Chinese econ/management manuscript fits…
Use when deciding what NeurIPS material belongs in the main PDF body, the references, text appendices, the mandatory Paper Checklist, the separate code/data ZIP, or an external…
Use when deciding what goes inside a SIGIR paper's page budget versus the cited repository — SIGIR counts appendices inside the 9-page (full) and 4-page (short) limits with only…
Use when targeting Journal of Clinical Oncology (JCO) or deciding whether a clinical oncology manuscript fits this venue.