Use when orchestrating the full Journal of Corporate Finance (JCF) manuscript lifecycle — from a corporate-finance question through identification, robustness, the US$340 fee…
Use when polishing the language and rhetoric of a 《中国社会科学》 (Social Sciences in China) manuscript — replacing policy-report tone and empty-significance phrases with scholarly…
Use when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue.
Use when targeting ACM Symposium on Theory of Computing (STOC) or deciding whether a computer-science manuscript fits this venue.
Use when deciding whether a project fits Social Forces (SF) and how to frame it. SF is a general social-science journal (centered on sociology) that prizes methodological rigor…
Use when building the conceptual core of a Journal of Consumer Research (JCR) manuscript — the psychological process and hypotheses for an experiments paper, or the interpretive…
Use when targeting Production and Operations Management (POM) or deciding whether a broad operations-management analytical or empirical manuscript fits this venue.
Use when positioning an American Historical Review (AHR) manuscript within the historiography so it reads as an intervention, not a report.
Use when targeting 《经济学(季刊)》(China Economic Quarterly, CEQ), the Peking University / CCER journal closest to international top-field economics standards in China.
Use when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue.
Use when targeting Journal of Corporate Finance (JCF) or deciding whether a corporate-finance manuscript fits this venue.
Use when drafting the response to a The Journal of Finance (JF) revise-and-resubmit (or addressing a reject-with-comments).
Use when targeting American Economic Journal: Macroeconomics or deciding whether a macroeconomics manuscript fits this venue.
Use when targeting Nature Methods or deciding whether a methods/tools manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when responding to a Journal of Development Economics (JDE) decision — drafting the response letter and revision plan for a single-anonymized R&R, including the short-paper…
Use when the methodological core of a Journal of Business & Economic Statistics (JBES) paper is the bottleneck — assumptions, regularity conditions, asymptotic theory, and Monte…
Use when positioning a Journal of Financial and Quantitative Analysis (JFQA) manuscript against the finance frontier — corporate finance, investments, asset pricing, market…
Use when targeting Nature Physics (Nat Phys) or deciding whether a physics manuscript fits this conceptual-advance, broad-audience Nature-family venue.
Use to understand how the Journal of Communication (JoC) evaluates a manuscript — double-anonymous review, editorial screening for fit, external review by two or three referees,…
Use when revising an Art Bulletin manuscript after a decision and writing the response to referees — converting double-blind reviewers without diluting the art-historical…
Use when targeting 《公共管理与政策评论》(Public Administration and Policy Review — 中国人民大学主办的公共管理与政策双月刊, 匿名评阅) or deciding whether a Chinese public-administration/policy manuscript fits this…
Use when designing the exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution…
Use to judge whether a manuscript fits 《南开管理评论》 (Nankai Business Review) before investing in revision, and to re-route off-fit papers — math models to 管理科学学报, macro…
Use when responding to an Operations Research (OR) decision letter — writing the point-by-point response, closing proof gaps, adding baselines/instances, and passing the ORJournal…
Use when targeting National Science Review (NSR) or deciding whether a multidisciplinary manuscript fits China's flagship broad-science journal (OUP/CAS).
Use when writing the response to a Field Crops Research (FCR) revision decision (major or minor) and revising the manuscript.
Use when designing or writing the mechanism analysis for an Economic-Research empirical manuscript. Enforces the post-江艇(2022) paradigm — estimate D→M with the main identification…
Use when running the final pre-submission preflight for the Journal of Human Resources (JHR) via the msubmit.net portal — the page-count limit, the nonrefundable upfront fee, the…
Use when positioning a Global Change Biology (GCB) manuscript in the literature so it reads as a global-change advance, not a local report.
Use when writing the cover letter for a Global Change Biology (GCB) submission. The letter must convince the editor, in a paragraph or two, that the paper shows a mechanistic…
Use when targeting EuroVis (EuroVis) or deciding whether a computer-science manuscript fits this venue.
Use when executing and reporting the analysis for an Administrative Science Quarterly (ASQ) manuscript — qualitative coding and data-to-theory construction, or quantitative…
Use for the pre-submission preflight to 《中国工业经济》 (China Industrial Economics) — checking length (~2.5万字/18+ pages), 450–500-char abstract + 3–5 keywords, the five abstract…
Use when choosing and deploying a theoretical or methodological frame in a PMLA (Publications of the Modern Language Association) essay.
Use when targeting ACM Conference on Designing Interactive Systems (DIS) or deciding whether a computer-science manuscript fits this venue.
Use when targeting PLOS Medicine or deciding whether a medicine or public-health manuscript fits this venue.
Use when planning an AAAI project timeline from topic selection through abstract, OpenReview submission, two-phase review, rebuttal, decision, camera-ready, registration,…
Use when defending the research design of an International Organization (IO) manuscript on international-level questions — causal identification with dyadic/TSCS/network data,…
Use when targeting Nature Structural & Molecular Biology (NSMB) or deciding whether a structural/molecular biology manuscript fits this venue.
Use when targeting World Development or deciding whether a development-studies manuscript fits this venue.
Use as the entry point for any American Sociological Review (ASR) manuscript. Routes to the right ASR sub-skill based on the lifecycle stage and the manuscript type (Article up to…
Use when targeting Review of Economic Studies (REStud) or deciding whether an economics manuscript fits this venue.
Use when targeting The Lancet Neurology or deciding whether a clinical neurology manuscript fits this venue.
Use when running the final pre-submission preflight for the Journal of Marriage and Family (JMF) — format selection (article vs.
Use to write the NEJM structured abstract — four headed sections (Background, Methods, Results, Conclusions), ≤250 words, with the trial registration number and funding source,…
Use when polishing prose, abstract, and introduction for a Quarterly Journal of Economics (QJE) manuscript so the big idea lands fast for a general-interest reader.
Use when defending the survey design and measurement of a Public Opinion Quarterly (POQ) manuscript through the Total Survey Error framework — coverage, sampling, nonresponse,…
Use to build a sociological problem consciousness (问题意识) for 《社会学研究》 (Sociological Studies) — turning a variable relationship or a pile of fieldwork into a question about how a…
Use to draft the response letter for a 《金融研究》 (Journal of Financial Research) revise-and-resubmit — organizing point-by-point replies to reviewers, prioritizing identification and…
Use when executing and reporting the analysis for a Production and Operations Management (POM) manuscript — proving and numerically illustrating an analytical model, or estimating…
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 targeting Journal of Empirical Finance (JEF) or deciding whether an empirical-finance / financial-econometrics manuscript fits this venue.
Use when drafting the response to an Administrative Science Quarterly (ASQ) R&R after the manuscript has been revised — structuring the response letter and handling…
Use when stress-testing NeurIPS experimental evidence, including baselines, ablations, data splits, compute, negative results, real-world use, and claim-to-evidence calibration.
Use when choosing and defending an interpretive approach for an American Historical Review (AHR) manuscript — social, cultural, intellectual, political, economic, transnational,…
Use when targeting ACM Symposium on Operating Systems Principles (SOSP) or deciding whether a computer-science manuscript fits this venue.
Use when targeting IEEE/ACM International Symposium on Microarchitecture (MICRO) or deciding whether a computer-science manuscript fits this venue.
Use when targeting 《金融经济学研究》(Studies of Financial Economics — 广东金融学院主办、双向匿名评审、不收版面费的金融学术双月刊) or deciding whether a Chinese finance/econ manuscript fits this journal.
Use when polishing the prose of a Journal of Consumer Research (JCR) manuscript — front-loading the consumer insight, writing for an interdisciplinary readership, and conforming…
Use when explaining or planning around AISTATS peer review, OpenReview review release, author-reviewer discussion, reviewer volunteer expectations, reviewer confidentiality,…