Use when deciding whether an art-history project fits The Art Bulletin and how to frame its contribution.
7 ocr & translation skills. Trigger: scanning documents, recognizing formulas, translating academic papers.
Use when targeting 《农村经济》(Rural Economy — 四川省社会科学院主办的农村经济综合月刊, 1983 年创刊, CN51-1029/F, ncjj.alljournal.cn 在线投稿, 摘要≤150字+顺序编码参考文献) or deciding whether a Chinese 三农/农村经济 manuscript…
Use when planning around the Journal of Corporate Finance (JCF) review process — single-anonymized (single-blind) refereeing, a minimum of two reviewers, an active desk-rejection…
Use when targeting Human Resource Management (HRM, Wiley) or deciding whether a strategic HRM / employment-relationship manuscript fits this venue.
10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling.
Use when positioning a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript's contribution against the literature — benchmarking the precise method/result delta versus specific…
County Presidential Returns 2000-2024 (MIT MEDSL). Vote shares, party trends, turnout by county_fips (joins census/education data). Requires HARVARD_DATAVERSE_API_KEY.
Use when running the final pre-submission preflight for Global Change Biology (GCB) via ScholarOne / Manuscript Central — article-type selection, word/abstract caps, graphical…
Use when designing or writing heterogeneity analysis for an Economic-Research manuscript. Enforces five-dimension priority and theoretical-justification discipline.
Use when defending the research design of a Journal of Communication (JoC) manuscript — experimental and survey design, content analysis with intercoder reliability,…
Use when targeting npj Computational Materials (npj Comput. Mater.) or deciding whether a computational or data-driven materials manuscript fits this open-access Springer Nature…
Use when targeting International Symposium on Robotics Research (ISRR) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Games and Economic Behavior (GEB) or deciding whether a game-theory manuscript or its application fits this venue.
Use when finalizing tables and figures for a 《数量经济技术经济研究》 (JQTE) manuscript — making sure measurement / forecast / decomposition results carry quantitative interpretation…
Use when positioning a Journal of Marriage and Family (JMF) manuscript against the literature so it reads as a family-science contribution.
Use when targeting JAMA (Journal of the American Medical Association) or deciding whether a clinical medicine manuscript fits this venue.
Use when deciding whether a philosophy project fits Mind and which content type (article, discussion, book review, critical notice) to target.
Use when drafting or polishing an American Political Science Review (APSR) manuscript so it reads for the whole discipline, follows the APSA Style Manual, and fits the word caps…
Use when executing and reporting the analysis for a Global Change Biology (GCB) manuscript — mixed/hierarchical models, time-series and spatial analysis, meta-analysis, and model…
Use when finalizing exhibits for a 《中国行政管理》 manuscript — regression tables, survey measurement tables, qualitative coding tables, and process / mechanism diagrams.
Use when choosing suggested and opposed referees for a Physical Review Letters submission and pre-empting the objections APS referees are likely to raise.
Use when positioning an ICML submission against close ML literature, concurrent ICML submissions, recent public papers, workshop papers, ICLR/AISTATS/NeurIPS neighbors, and prior…
Use when executing and reporting the empirical analysis (or the formal-model results) for an International Organization (IO) manuscript so it survives expert double-blind IR…
Use when targeting IEEE International Symposium on Biomedical Imaging (ISBI) or deciding whether a computer-science manuscript fits this venue.
Use when running the final pre-submission preflight for International Organization (IO) via Editorial Manager — article-type selection, double-blind preparation (third-person…
Use when targeting Proceedings of the National Academy of Sciences (PNAS) or deciding whether a multidisciplinary manuscript fits this venue.
Use when running the final pre-submission preflight for a Journal of International Business Studies (JIBS) manuscript — the Springer Nature portal, double-blind anonymization,…
Use when targeting ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA) or deciding whether a computer-science manuscript fits this…
Use when anticipating and pre-empting the objections a Journal of Financial Economics (JFE) referee will raise — endogeneity, fragility, multiple testing, alternative…
Use when positioning a Social Psychology Quarterly (SPQ) manuscript against the literature so it reads as a contribution to sociological social psychology.
Use when positioning a Demography (PAA / Duke University Press) manuscript against the population-science literature so it reads as a contribution of general interest to…
Use when deciding whether a project is a strong AISTATS fit, comparing AISTATS with NeurIPS, ICML, ICLR, UAI, COLT, JMLR, statistics journals, or application venues, and…
Use when writing or sharpening the conceptual contribution of a Journal of Consumer Research (JCR) manuscript and drafting the mandatory 300-word Consumer Relevance and…
Use after Lancet reviews arrive (including the statistical reviewer and the editor's letter) to triage the decision, answer statistical and clinical comments, and draft a…
Use when building the theoretical argument of an International Organization (IO) manuscript into a generalizable theory of international politics — whether rationalist/formal…
Use when running and reporting the empirical analysis for a Journal of Accounting and Economics (JAE) manuscript — building the archival sample, choosing fixed effects and…
Use when building the conceptual engine of a Contemporary Accounting Research (CAR) manuscript — the economic or behavioral mechanism, predictions/hypotheses, or the formal model…
Use when targeting Advances in Mathematics (Adv. Math.) or deciding whether a pure mathematics manuscript fits this broad-scope Elsevier research venue.
Use when preparing the data, code, and transparency materials for a Social Forces (SF) manuscript. SF requires a data availability statement on every published paper and…
Use when building the exhibits for a Marketing Science manuscript — estimate tables, model-fit tables, comparative-statics figures, and counterfactual/policy-simulation exhibits…
Use to make a Journal of Econometrics (JoE) manuscript read in house style — a precise abstract under 250 words, a contribution-first introduction, legible theorem-and-proof…
Use when deciding what belongs in the journal-hosted Internet Appendix vs. the main paper for a The Review of Financial Studies (RFS) manuscript, and how to structure it.
PSEO — Census data linking graduates to employment via LEHD wage records. Earnings percentiles at 1/5/10 years post-graduation by institution, degree, CIP.
Use when targeting Eurographics Annual Conference (Eurographics) or deciding whether a computer-science manuscript fits this venue.
Computational methods for humanities research including text mining and netwo...
Use when targeting Nature Reviews Chemistry (Nat Rev Chem) or deciding whether a chemistry review proposal fits this commissioned, authoritative-review venue.
Use when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision,…
Use when targeting Nature Geoscience or deciding whether an earth science manuscript fits this venue.
Use when targeting Cell (Cell Press) or deciding whether a cell/molecular-biology manuscript fits this flagship venue.
Use when organizing an Art Bulletin article so the argument unfolds clearly and the figures are integrated at the right moments within the ~16,000-word limit including endnotes.
Use when targeting Conference on Health, Inference, and Learning (CHIL) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Advanced Functional Materials (Adv. Funct. Mater.) or deciding whether a functional-materials manuscript fits this high-impact Wiley venue.
Use when deciding whether an environmental-change project fits Global Environmental Change (GEC) and how to frame it.
Use when running the final pre-submission preflight for the American Educational Research Journal (AERJ) via ScholarOne Manuscript Central — section selection (SIA vs TLHD),…
Use when targeting Cancer Discovery (AACR) or deciding whether a cancer biology or translational oncology manuscript fits this venue.
Climate data analysis, modeling workflows, and carbon neutrality research met...
Use when running the final pre-submission preflight for the Journal of Development Economics (JDE) via Editorial Manager — route selection, single-anonymized review, no-fee…
Use when preparing Journal of Human Resources data and replication materials: archive plan footnote, public repository deposit, CC0 license, Data Availability Statement, read-me…
Use when defining n, choosing statistical tests, correcting for multiple comparisons, and reporting error bars for a Cancer Cell (Cell Press) manuscript.