Use when designing or auditing ISSTA experiments, covering real subject programs and benchmarks like Defects4J, fair tool-baseline configuration, bug-finding and coverage metrics,…
Use when targeting Manufacturing and Service Operations Management (M&SOM) or deciding whether an operations-management theory / modeling / empirical manuscript fits this venue.
Use when strengthening ESEC/FSE reproducibility and open-science evidence, covering the Data Availability statement, anonymized-but-runnable artifacts, provenance pinning for…
Use when constructing or revising regression tables, descriptive statistics tables, or figures for an AER, AER:Insights, or AEJ manuscript.
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 targeting IEEE Transactions on Robotics (T-RO) or deciding whether a robotics manuscript fits this venue.
Use when preparing or auditing a SODA (ACM-SIAM Symposium on Discrete Algorithms) submission — the no-page-limit full-version norm, the title-page abstract, 11-point single-column…
Use when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data…
Use when targeting Marketing Science or deciding whether a quantitative-marketing manuscript fits this venue.
Use when responding to an Annals of Mathematics referee report — revising the manuscript to close gaps or strengthen results and writing a point-by-point reply.
Use when preparing an accepted IEEE ICDE paper for camera-ready and IEEE Xplore publication: IEEE eCopyright and PDF-eXpress validation, the IEEE double-column final format,…
Use when planning a WACV campaign calendar across the two-round model, from track and round choice through the Round 1 submission, rebuttal, and Accept/Revise-and-Resubmit/Reject…
Use when targeting 《会计与经济研究》(Accounting and Economics Research — 上海市教委主管、上海立信会计金融学院主办、双向匿名评审、不收版面费的财经双月刊) or deciding whether a Chinese accounting/finance/econ manuscript fits…
Use when planning an ICDT (International Conference on Database Theory) campaign end to end, running the two-submission-cycle calendar backward from a chosen cycle deadline…
Use when positioning a UAI submission within the probabilistic reasoning, graphical-model, causality, and Bayesian ML literature, covering PMLR archival status of recent UAI…
Use when an IMF Economic Review (IMFER) R&R or decision letter arrived and you need a response-letter strategy for a dual academic/policy referee panel.
Use when targeting Nature Microbiology (Nat Microbiol) or deciding whether a microbiology or microbial-ecology manuscript fits this venue.
Use when building the actual theory for an Academy of Management Review (AMR) manuscript — turning a positioned puzzle into defined constructs, explicit relationships,…
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 working through the Harvard Law Review (HLR) post-acceptance editing cycle — successive substantive and technical edit rounds, responding to editor markups, and page…
Use when the identification argument is the bottleneck for a Journal of the European Economic Association (JEEA) manuscript — credible causal identification in an empirical…
Use when building the theoretical argument of a Social Forces (SF) manuscript into a portable, general-audience contribution — whether the work is quantitative, demographic,…
Use when defending the research design of a Comparative Political Studies (CPS) manuscript — cross-national/panel identification, case-based comparison and process tracing,…
Use when exhibits — IRF plots, coefficient/event-study figures, balance-sheet and regression tables — are the bottleneck for a Journal of Money, Credit and Banking (JMCB)…
Use when designing or writing heterogeneity analysis for a 《中国农村经济》 manuscript. Enforces rural-relevant cut dimensions and theoretical-justification discipline.
Use when targeting World Development or deciding whether a development-studies manuscript fits this venue.
Use when preparing the data, materials, and transparency posture for a Social Psychology Quarterly (SPQ) manuscript.
Use when taking the behavioral operations (行为运作) path of a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — designing controlled experiments, manipulation checks,…
Use when targeting European Heart Journal (EHJ) or deciding whether a cardiovascular manuscript fits this venue.
Use when targeting Asian Conference on Computer Vision (ACCV) or deciding whether a computer-science manuscript fits this venue.
Use when articulating the theoretical and practical contribution of a Journal of Operations Management (JOM) manuscript — stating what new OM theory the study delivers, why…
Use when targeting 《软科学》(Soft Science — 四川省科技促进发展研究中心主办的软科学/管理决策月刊) or deciding whether a Chinese innovation-policy/management manuscript fits this venue.
Use when building the conceptual contribution of an Annals of the American Association of Geographers manuscript — turning a finding into a geographic argument grounded in…
Use when anticipating the objections referees and coeditors will raise on an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript, and calibrating desk-reject and…
Use when targeting Astronomy & Astrophysics (A&A) or deciding whether an astronomy manuscript fits this European flagship published by EDP Sciences.
Use when deciding whether an operations-management project fits Production and Operations Management (POM), which POM Department to route it to, or whether to target M&SOM,…
Use to produce the three signature Cell Press front-matter artifacts for Molecular Cell — Highlights (3–4 bullets, each ≤85 characters), the eTOC/In Brief blurb (~50 words,…
Use when reasoning about how an ISCA submission is evaluated — the two-round review structure with December and February reviewer waves, what the combined rebuttal-and-revision…
Use when targeting New Journal of Physics (NJP) or deciding whether a broad-physics manuscript fits this open-access IOP/DPG venue.
Use when building exhibits for a Journal of the Academy of Marketing Science (JAMS) manuscript — the conceptual model figure, measurement and structural tables,…
Use to write the policy-implication section of a 《金融研究》 (Journal of Financial Research) manuscript — addressing the monetary authority, financial regulators, or financial…
Use when drafting or revising CSCW prose — group-level framing, concepts a field can reuse, participant voice handled with care, theory that earns its keep, and length discipline…
Use when responding to Nature Geoscience referee reports or editor decisions — point-by-point reply, resubmission, and the Nature Portfolio appeal route.
Use when running the pre-submission preflight for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — the zgglkx.com portal flow, the 12-page limit, fee and timeline…
Use when routing a Journal of Financial Intermediation (JFI) manuscript through its lifecycle — given where you are in the banking/intermediation paper pipeline, it names the next…
Use when targeting Science Signaling (Sci. Signal.) or deciding whether a cell-signaling, systems-biology, or signaling-pharmacology manuscript fits this AAAS venue.
Use when deciding which jpube-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Public Economics (JPubE)…
Use when handling the evidence base of a Journal of the American Academy of Religion (JAAR) article — primary texts, traditions, historical documents, material/visual sources, or…
M-estimation, influence functions, and semiparametric efficiency theory for causal inference
Use when targeting Nature Reviews Methods Primers (Nat Rev Methods Primers) or deciding whether a cross-disciplinary methods "Primer" proposal fits this commissioned Springer…
Use to understand and navigate the Journal of Econometrics (JoE) editorial process — single-anonymized review, editor screening before a minimum of two referees, the three…
Use when choosing or sharpening a research question for a Journal of International Business Studies (JIBS) manuscript — testing whether it is a genuine international-business…
Use when designing or auditing the studies behind an ACM CHI paper — matching evidence shape to contribution type, powering quantitative experiments, making qualitative work…
Use when starting or navigating any American Anthropologist (AA) manuscript as the entry point. Routes to the right AA sub-skill based on lifecycle stage, subfield (sociocultural,…
Use when explaining or strategizing around EMNLP's two-stage pipeline — ACL Rolling Review scoring with soundness, excitement, and overall recommendation, area-chair meta-reviews,…
Use when targeting ACM Symposium on Theory of Computing (STOC) or deciding whether a computer-science manuscript fits this venue.
Use when the research design is the bottleneck for a Journal of Management Studies (JMS) manuscript — matching design (qualitative case/ethnography, process/longitudinal, survey,…
Use when formulating the model and stating results for an Operations Research (OR) manuscript — defining the optimization/stochastic/simulation model, assumptions, and the…
Use when hardening the reproducibility story of a KDD paper, where reproducibility is an explicit decision factor for area chairs.
Use when shaping the prose, structure, and citations of an American Journal of Sociology (AJS) manuscript to AJS's own author-date house style (NOT the ASA Style Guide).