Computational methods for humanities research including text mining and netwo...
Use when choosing or sharpening a research question for a Contemporary Accounting Research (CAR) manuscript — testing fit with CAR's deliberately method-agnostic, all-topic-areas…
Use when executing and reporting the analysis for a Journal of Marriage and Family (JMF) manuscript so it survives expert double-blind review — honest uncertainty, robustness,…
Use when packaging what stands behind a CSCW paper — systems, analysis pipelines, codebooks, instruments, datasets from real communities — for review-time scrutiny and…
Use when targeting Journal of Economic Growth or deciding whether a growth / long-run development manuscript fits this venue.
Use when reasoning about ICASSP peer review — the IEEE Signal Processing Society technical-committee pipeline, EDICS-based assignment, single-blind reviewing, the recently added…
Use when prose and structure are the bottleneck for a Research Policy (RP) manuscript — making an interdisciplinary innovation-studies argument land for economists, management…
Use when deciding what belongs in an ACM PODS paper body versus its at-submission appendix, covering the acmsmall 15-page budget, the rule that PODS forbids online/external…
Use when reasoning about how an IEEE VIS full-paper submission is evaluated, covering the two-phase review that mirrors IEEE TVCG, the primary/secondary/external (and 2026…
Use when executing and reporting the analysis for an American Journal of Political Science (AJPS) manuscript.
Use when deciding which jmsc-* sub-skill to invoke next, or when sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation…
Use when positioning a Contemporary Accounting Research (CAR) manuscript within the accounting literature — identifying the conversation it joins, distinguishing it from closely…
Use for survey-based structural equation modeling in 《南开管理评论》 (Nankai Business Review) — CFA/SEM fit indices, mediation and moderation, moderated mediation with bootstrap indirect…
Use when stating the contribution of a Journal of the Academy of Marketing Science (JAMS) manuscript — discharging JAMS's dual mandate of a theoretical AND a managerial…
Use when an Economic Policy (EP) manuscript's exhibits are too technical for a policy reader or do not carry the policy message.
Use when deciding which hrm-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Human Resource Management (Wiley "HRM")…
Use when judging whether a question is a Perspectives on Psychological Science (PoPS)-scale contribution — broad, integrative, theoretical, or meta-scientific rather than a single…
Use when positioning a Journal of Human Resources manuscript against applied microeconomics, labor, education, health, development, discrimination, retirement, and policy…
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 revising an IPSN-lineage paper for a real sensing problem on the first page, a load-bearing information-processing or platform contribution, ground-truth methodology,…
Use when verifying trial registration, IRB/ethics approval, informed consent, ICMJE authorship and conflict-of-interest disclosures, and the data-sharing statement for a JAMA…
Use to structure a Molecular Cell Article and hold its length — Summary, Introduction, Results, Discussion, STAR Methods, figure legends, references — with the ~7,000-word…
Use when targeting Physical Review B (PRB) or deciding whether a condensed matter or materials physics manuscript fits this APS archival venue.
Use when deciding what goes into an MLSys appendix versus the 10-page body, exploiting the venue's unlimited separately-uploaded appendix that reviewers are not required to read,…
Use when deciding what belongs in an ACM SIGMETRICS paper body versus its appendices and anonymized artifact, covering the 20-page single-column acmsmall budget, the rule that…
在向《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 正式提交稿件前做投稿就绪审计时调用。覆盖官方投稿系统 manu46.magtech.com.cn/Jweb_prai 的"作者中心"在线投稿、上传前病毒检查、字数 18000~44000…
Use to convert references to the current Cell Press numbered style used by Molecular Cell — superscript numbers in order of first appearance, a reference list numbered in that…
Use when designing or auditing the evaluation of an IEEE S&P (Oakland) paper, including end-to-end attack demonstration, adaptive-adversary evaluation of defenses, measurement…
Use to contextualize theory for 《南开管理评论》 (Nankai Business Review) — showing how the China context changes construct meanings, mechanisms, or boundary conditions, rather than using…
Use when targeting One Earth or deciding whether a sustainability manuscript fits this Cell Press venue.
Use when the "what does this advance in game theory?" sentence is missing or muddy for a Games and Economic Behavior (GEB) manuscript.
Use when building the theoretical core of a Management Science (INFORMS) paper — either a formal analytical model (assumptions, equilibrium, propositions/theorems, comparative…
Use to understand how the Journal of the American Academy of Religion (JAAR) evaluates a manuscript — editor pre-screening for broad significance, double-blind review, a roughly…
Use when deciding which sci-* sub-skill to invoke next, or when sequencing a manuscript from significance test through reviewer rebuttal for Science (AAAS).
Use to understand how Social Psychology Quarterly (SPQ) evaluates a manuscript — masked (blinded) review, the blinding check that temporarily rejects under-blinded papers, what…
Use when building the conceptual apparatus that organizes a Progress in Human Geography (PiHG) review essay — the load-bearing concept that carries the argument and re-orders a…
Use when positioning a Social Forces (SF) manuscript against the literature so it reads as a contribution to a general social-science audience.
Use when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports,…
Use when running the final pre-submission preflight for a Journal of Economic Geography (JEG) manuscript via OUP / ScholarOne — word and abstract limits, double-anonymous scrub,…
Use when responding to reviewer reports for a 《中国农村经济》 R&R. Produces the point-by-point response letter and aligned manuscript edits.
Use when deciding which revedres-* sub-skill to invoke next, or when sequencing a systematic review, meta-analysis, or critical integrative synthesis from question-scoping through…
Use when defending the research design of a Communication Research (CR) manuscript — experiments (lab/online), panel surveys, and content analysis with intercoder reliability.
Use when deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target.
Use when deciding whether a project is a strong ACM SIGCOMM fit, choosing the research versus experience track, identifying the networking-stack mechanism at the core of the…
Use when a Journal of Political Economy (JPE) manuscript needs an explicit economic model or mechanism — either a theory paper's model, or the framework that gives a reduced-form…
Use to build The Lancet's signature Research in context panel — the three mandatory headed parts (Evidence before this study, Added value of this study, Implications of all the…
Use when designing or auditing IEEE PerCom empirical evaluations, covering real human subjects, leave-one-subject-out / cross-subject evaluation, F1 and event-level metrics on…
Use when targeting Machine Learning for Health (ML4H) or deciding whether a computer-science manuscript fits this venue.
Use when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the paper…
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 targeting Journal of Finance (JF) or deciding whether a finance manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue.
Use when positioning a Strategic Management Journal (SMJ) manuscript within the live strategy conversation.
Use when positioning a World Politics manuscript against the comparative-politics and international-relations literatures so it reads as a contribution that travels across cases.
Use when targeting Harvard Theological Review or deciding whether a religious-studies manuscript fits this venue.
Use when estimating and reporting results for a Journal of International Marketing (JIM) manuscript — measurement-invariance testing (MGCFA/alignment), multilevel models with…
Use when preparing the data availability statement, code archive, Mendeley Data or repository materials, and proprietary-data documentation for a Journal of Banking & Finance…
Use when working with the Annual Review of Sociology (ARSoc) Editorial Committee and Annual Reviews production team — negotiating the commissioned scope, anticipating what review…
Use when packaging an ESEC/FSE artifact for the ACM Artifact Review and Badging scheme (Artifacts Available, Evaluated Functional and Reusable, Results Reproduced), covering what…
Use when deciding whether a development question fits World Development (WD) and which sibling journal it really belongs to.