Use when planning revisions and drafting the point-by-point response letter after a Journal of International Business Studies (JIBS) revise-and-resubmit — prioritizing by the area…
Use when planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline, through abstract registration, the double-anonymous…
Use to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report / Perspective / Review / Registered…
Use when an empirical analysis should be RUN and audited, not just advised — DiD, IV, RDD, synthetic control, DML, multiple-testing, sensitivity.
Use when targeting Quarterly Journal of Economics (QJE) or deciding whether an economics manuscript fits this venue.
Use when preparing The Econometrics Journal replication files, README, software versions, data documentation, seeds, proprietary-data exemptions, and OUP Supporting Information…
Use when analyzing and reporting results for a Journal of Educational Psychology manuscript. JEP expects analyses that respect nesting (multilevel/SEM/growth models), report…
Use when modeling how ECCV review actually works — the OpenReview pipeline from March registration to June decisions, the 2026 reviewer-duty enforcement that desk-rejects authors…
Use when building figures and tables for an Earth and Planetary Science Letters (EPSL) manuscript. A Letter lives or dies by a few exhibits that a geochemist, seismologist, and…
Use when preparing an accepted IEEE ICSME paper for its IEEE Xplore camera-ready, covering de-anonymization, the IEEEtran two-column format and page budget, the IEEE eCopyright…
Use when running the final pre-submission preflight for a Nature Geoscience manuscript — word/display-item limits, format, files, online Methods, Supplementary Information,…
Use when building the actual theory or formal/computational model for a Psychological Review manuscript — turning a framed problem into explicit assumptions, mechanisms, formal…
Use when responding to the Annual Review of Psychology (ARPsych) Editor's or Committee's peer-review letter on a delivered review, or to copyediting/proof queries.
Use when drafting or revising the 中文摘要 or 英文 abstract for a 《中国农村经济》 manuscript. Enforces the five-sentence pattern, requires quantified findings, and forbids empty-significance…
Use when targeting Nature Synthesis or deciding whether a chemical or materials synthesis manuscript fits this methodology-focused, high-impact venue.
Use when writing the ECAI related-work section — covering the relevant general-AI lanes (symbolic, learning, multi-agent, application) for a broad reviewer pool, writing…
Use when a Journal of Law, Economics, and Organization (JLEO) decision letter has arrived and you need a response-letter strategy — triaging an institutional-economist referee's…
Use when building or auditing tables and figures for a Journal of International Economics (JIE) manuscript — gravity/coefficient tables, event-study and pass-through…
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 exhibits in an International Economic Review (IER) manuscript are dense, do not carry the argument, or do not present structural/theory results well.
Downloads education datasets from configured mirror sources (parquet/CSV) with local Polars filtering. Use when writing fetch scripts or retrieving CCD, IPEDS, CRDC, SAIPE data.
Use when building figures, tables, and the mandatory graphical abstract for a Global Change Biology (GCB) manuscript.
Use to draft the response letter for an R&R at 《社会学研究》 (Sociological Studies) — addressing reviewer concerns about sociological problematic, theory dialogue, mechanism/social…
Use when building the theoretical engine of an Accounting, Organizations and Society (AOS) manuscript — choosing a social/organizational theory tradition (institutional theory,…
Use when drafting the RSS (Robotics: Science and Systems) invited one-page rebuttal — the above-threshold-only response read primarily by the Area Chair before the decision…
Use when targeting Journal of Risk and Uncertainty (JRU) or deciding whether a decision-under-risk manuscript fits this venue.
Use when targeting Reports on Progress in Physics (RoPP) or deciding whether a physics review manuscript fits this IOP authoritative progress-report venue.
Use when a Journal of Environmental Economics and Management (JEEM) manuscript needs a resource/pollution-control or dynamic-resource model that earns its place — generating a…
Use when deciding whether a project is a strong ACM RecSys fit, routing among RecSys, SIGIR, KDD, WSDM, TheWebConf, UAI, CHI, and general ML venues, identifying whether the core…
Use when designing or auditing the evaluation of an ACM CoNEXT paper — matching evidence to claim shape with real testbeds and deployments, honest and tuned baselines, measurement…
在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 撰写或润色中文科技论文、需要符合本刊写作规范时调用。覆盖中英文题名、中文摘要五要素与英文摘要对应、关键词与 Key words、中图分类号(TP)、量单位符号国标、术语与符号统一、图表三线表与公式编号、GB/T 7714…
Use when building the code and data archive required by the Journal of Financial and Quantitative Analysis (JFQA) Code Sharing Policy — source code reproducing all findings, raw…
Use when targeting 《工程管理科技前沿》(Frontiers of Engineering Management Science and Technology — 合肥工业大学主办、教育部主管的管理类双月刊, 由《预测》于 2022 年更名, 1982 年创刊, 国自然管理科学 A 级, 双盲匿名审稿) or deciding…
Use when interpreting where a CSCW paper stands in review — the PACMHCI journal model's decision vocabulary (Revise for External Review, Revise and Resubmit, Conditional Accept),…
Use when working with Harvard Law Review (HLR) student editors after an offer — the intensive substantive and technical edit, the cite-check / source-pull, and author…
Use when understanding how the Journal of Marketing Research (JMR) review process works — initial editorial evaluation and possible desk rejection, double-anonymized review, the…
Use when auditing a PPoPP research-paper submission for HotCRP readiness, covering the two-column acmart sigplan template, the 10-page text+figures budget with unlimited…
Use when turning results into an explicit contribution statement for a Journal of Marketing Research (JMR) manuscript — clearing JMR's dual bar by stating both the…
Use when auditing an ICCV submission in the weeks before the early-March deadline, covering OpenReview registration and profile completeness, the single same-day…
Use when deciding whether a philosophy project fits Mind and which content type (article, discussion, book review, critical notice) to target.
Use for experimental studies submitted to 《南开管理评论》 (Nankai Business Review) — design (between/within, scenario/vignette, lab/field), manipulation checks, randomization and…
Use to get PNAS Nexus references right — note that PNAS Nexus accepts references in any readable style at submission (unlike flagship PNAS's strict numbered-by-appearance), so the…
Use when targeting 《经济社会体制比较》(Comparative Economic and Social Systems — 中央党史和文献研究院主管、中央编译出版社主办的 CSSCI 双月刊, 1985 年创刊, 不收版面/审稿费) or deciding whether a Chinese…
Use when framing the forward-looking contribution of a Progress in Human Geography (PiHG) review essay — the portable "so what / what next" agenda the field can carry forward.
Use when drafting or polishing a Journal of Public Administration Research and Theory (JPART) manuscript so it reads as theory-plus-rigor, follows OUP author-date style, and fits…
Use when designing or auditing the figures and tables of a JAMA manuscript, including the required flow diagram, baseline table, and main-result exhibits.
Use when drafting or revising an ACM/IEEE HRI full paper's structure and prose for an interdisciplinary audience — leading with the human-robot contribution and research…
Use when targeting Duke Mathematical Journal (Duke Math. J.) or deciding whether a pure mathematics manuscript fits this top-tier broad-scope Duke University Press venue.
Use when judging whether a manuscript fits 《管理科学学报》 (Journal of Management Sciences in China) — a 数理/定量 (mathematical / quantitative) management-science journal whose deliverable…
Use when sharpening the Journal of Human Resources (JHR) contribution claim around applied microeconomics, credible design-based evidence, public-policy relevance, magnitudes…
Use when deciding which jms-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Management Studies (JMS) submission.
Use to understand how the Journal of Marriage and Family (JMF) evaluates a manuscript — double-blind anonymous peer review, editor and reviewer roles (typically three reviewers,…
Use when building the theoretical mechanism and hypotheses for a Strategic Management Journal (SMJ) manuscript.
Use when situating a Journal of Public Policy & Marketing (JPP&M) manuscript against both the marketing-and-policy literature and the regulatory record, and defending the JPP&M…
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…
Principles and practices of communicating science to diverse audiences. Covers the CER (claims-evidence-reasoning) framework, lab report structure, peer review, scientific…
Use when positioning a Sociological Methods & Research (SMR) manuscript against the methods literature across sociology, statistics, econometrics, psychometrics, and computational…
Use when deciding whether a project fits Agricultural Systems (AgSy) and which article type to target.
Use when mapping and entering a large, contested literature for a Progress in Human Geography (PiHG) review essay — defining the corpus, its camps and debates, and where your…
Use when responding to a Current Anthropology (CA) decision OR writing the author's Reply to the published CA✩ Comments.