16 full-text access skills. Trigger: accessing paper PDFs, bulk downloading, open access, text mining.
Use when targeting 《经济体制改革》(Reform of Economic System — 四川省社会科学院主管主办的经济理论 CSSCI 双月刊, 1983 年创刊, FounderSS 在线投审稿) or deciding whether a Chinese social-science/econ/management…
Use when sharpening the "what is new and why it matters for macro/policy" claim of a Journal of Monetary Economics (JME) manuscript — turning a result into a first-order…
Use when running the final pre-submission preflight for an Information Systems Research (ISR) manuscript — INFORMS ScholarOne portal, double-anonymization, the 32/38-page cap and…
Use when running the final pre-submission preflight for a The Accounting Review (TAR) manuscript — the Editorial Manager portal, double-blind anonymization, AI disclosure…
Use when targeting SIAM Review (SIAM Rev.) or deciding whether an applied- or computational-mathematics manuscript fits this expository, broad-readership SIAM venue.
Use when positioning a Journal of Business & Economic Statistics (JBES) methods paper against prior econometric and statistical methods.
Use when choosing and applying a theory-construction method for an Academy of Management Review (AMR) manuscript — building constructs, defining their domain, specifying…
Use when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript.
Use when tightening the logical argument and conceptual rigor of a 《中国社会科学》 (Social Sciences in China) manuscript — making concept definitions explicit, ensuring each section…
Use when running the final pre-submission preflight for Environmental Science & Technology (ES&T) via the ACS Publishing Center / ACS Paragon Plus — article-type and word-limit…
Use to choose the Science format (Research Article vs Report) and hold its length and structure budgets — main text, word/figure caps, and what belongs in Supplementary Materials.
Use when running the final pre-submission preflight for the American Sociological Review (ASR) via Sage Track — masked-manuscript preparation, the separate title page,…
9 economics skills. Trigger: economic modeling, policy analysis, macroeconomic data, FRED. Design: theory plus empirical methods with standard economics databases.
Use when targeting 《中国会计评论》(China Accounting Review — 北京大学等高校发起、依托北京大学光华管理学院、实行匿名审稿的会计学术季刊) or deciding whether a Chinese accounting/finance manuscript fits this venue.
Use to understand how the American Journal of Political Science (AJPS) evaluates a manuscript — double-blind peer review, desk screening, decision categories, the methodology-only…
Use when deciding what ICML material belongs in the main 8-page body, same-PDF appendices, supplementary manuscript, code/data supplement, anonymous concurrent-submission PDF, or…
Use when drafting or revising the institutional-background section of a Management-World manuscript, when the China policy timeline is unclear, or when reviewers ask for stronger…
Use when building the Monte Carlo tables and theory-illustrating figures for a Journal of Econometrics (JoE) manuscript.
Use when a Journal of Political Economy (JPE) decision letter (R&R or reject-with-encouragement) has arrived and you need to draft the response-to-referees letter and revision…
Use when the exhibits in a The Review of Economic Studies (REStud) manuscript need to be made publication-grade — regression tables that are oversized or footnote-bloated, or…
Use when auditing a NeurIPS main-track submission for current-cycle CFP, OpenReview, formatting, anonymity, track, contribution-type, checklist, code/data, dual-submission, and…
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 when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs…
Use when running the final pre-submission preflight for The Journal of Politics (JOP) via Editorial Manager — category selection, double-blind preparation, the page budget…
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 defending the study design of a Conservation Biology manuscript — ecological sampling and inference (detection, spatial structure, pseudoreplication),…
Use when designing the exhibits for a Production and Operations Management (POM) manuscript — result tables, comparative-statics and sensitivity plots, model schematics, empirical…
Use when defending the research design of an American Sociological Review (ASR) manuscript — causal/observational inference for quantitative and demographic work, case selection…
Use when planning an ICLR project timeline from topic selection through OpenReview submission, discussion, revision, decision, camera-ready, poster, video, and public artifact…
Use when targeting Nature Neuroscience (Nat Neurosci) or deciding whether a neuroscience manuscript fits this venue.
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 targeting Journal of Economic Perspectives (JEP) or deciding whether an accessible symposium-style article fits this venue.
Use when targeting Nature Catalysis (Nat Catal) or deciding whether a catalysis manuscript fits this Springer Nature venue.
Use when targeting Journal of Management Studies (JMS) or deciding whether a theory-driven, methodologically pluralistic management manuscript fits this venue.
Use when planning revisions and drafting the point-by-point response for a Journal of Accounting and Economics (JAE) revise-and-resubmit — prioritizing the editor's identification…
Use when executing and reporting the analysis for an American Political Science Review (APSR) manuscript so it survives expert, double-anonymous review — honest uncertainty,…
Use when polishing the prose of a Marketing Science manuscript — front-loading model intuition before notation, managing the formal apparatus for readability, and following…
Use when running and reporting the statistical analysis for a Journal of Marketing (JM) manuscript — the right estimator for a big-tent design, JM's exact p-value / standard-error…
Use when preparing the open-science and transparency materials for a Journal of Communication (JoC) manuscript.
Use when preparing figures, numerical tables, theorem maps, appendix exhibits, and algorithm displays for a Mathematical Finance manuscript, ensuring every exhibit supports a…
Use when building the theoretical argument of an American Political Science Review (APSR) manuscript into a discipline-level contribution — whether the work is…
Use when drafting or polishing an American Journal of Political Science (AJPS) manuscript so it fits the word caps (Articles <= 10,000 words; Research Notes and Correspondence <=…
Use when targeting Neuron or deciding whether a neuroscience manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when targeting Global Ecology and Biogeography (GEB) or deciding whether a macroecology/biogeography manuscript fits this large-scale, pattern-focused venue.
Use when judging whether a manuscript is on-target for 《中国社会科学》 (Social Sciences in China) before investing in revision — screening for 思想分量 over technical sophistication,…
Use when planning and drafting a revision and point-by-point response letter for a Journal of Operations Management (JOM) R&R — prioritizing the Department Editor/Associate…
College Scorecard — post-enrollment outcomes linking aid records to IRS/Treasury earnings. Earnings, loan repayment, debt via six Portal sub-datasets.
Use after a Journal of Accounting Research (JAR) revise-and-resubmit to plan the revision and draft the point-by-point response — prioritizing the Senior Editor's first-order…
Use when running the final pre-submission preflight for Critical Inquiry (CI) via Editorial Manager — format selection, the 9,500-word limit (including discursive notes and all…
Use when choosing a submission route or understanding how peer review works at the Journal of Development Economics (JDE) — the full-length, AER-Insights-style short-paper, and…
Use to write the PNAS abstract — a single self-contained paragraph of ~250 words, quantified and accessible to a broad scientific audience.
Use when targeting ACM CoNEXT (CoNEXT) or deciding whether a computer-science manuscript fits this venue.
Use when drafting the response letter for a revise-and-resubmit at the Journal of International Economics (JIE) — answering international-trade or open-economy-macro referees on…
Use to sharpen a 《世界经济》 (The Journal of World Economy) topic into a causal question seen through an international / open-economy lens — turning a vague "global" angle into a…
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 to sharpen the one-sentence contribution of a Quantitative Economics (QE) manuscript so a general-interest Econometric Society reader sees the quantitative payoff immediately.
Use to understand how the Journal of Labor Economics (JOLE) actually reviews a paper — single-blind refereeing, the non-refundable submission fee, Editorial Manager, the SOLE…
Use when anticipating or interpreting the Journal of Accounting and Economics (JAE) review process — the editor suitability screen and Article Transfer Service desk-reject…
用于最终化《管理世界》稿件的回归表与图形，使表图成为审稿专家判断"研究是否规范"的正向信号。Use when 主表列数过多（8 列以上）被吐槽信息密度高、表格用了边框/阴影/颜色不合本刊规范、标准误用了 t/z 值、或图形分辨率不足/配色不专业（彩虹色）时使用。锚定《管理世界》国务院发展研究中心主办、规范实证大刊的呈现传统，落实三线表（无竖线、≤6…