Research & Search

thedixitjain Skill

当为《通信学报》(Journal on Communications, JOC) 稿件建立可复现性与实验可重复保障时调用；用于让 Journal on Communications 外审能按说明在声明环境下复现通信仿真主结果。指导固定通信仿真的信道实现、随机种子、蒙特卡洛次数、参数表与数据集划分，规范复现包（环境依赖、config、脚本、校验和）的组织，防范数据泄漏与"精挑参数"，处理受限数据/私有信道测量的可获取性说明，并把复现信息恰当写入正文实验设置与数据可用性声明，帮助把一篇通信/网络/信息安全/信号处理方向的中文长文做到外审能按说明在声明环境下复现主结果，提升本刊三审制下对实证可信度的评价。

thedixitjain Skill

当为《通信学报》(Journal on Communications, JOC) 立项或判断一份稿件是否对口本刊时调用；用于把选题定位到 Journal on Communications 的通信学科版图并与兄弟刊区分。帮助判断选题是否落在本刊通信学科版图（通信理论与技术、无线/移动通信、网络与交换、信息安全与密码、信号处理），把它与《电子学报》《计算机学报》《软件学报》《自动化学报》《中国科学:信息科学》等兄弟刊的分工区分开，并据贡献强度选定学术论文/技术报告/综述/短文的稿件类型，评估创新性、工程价值与实证充分度是否够本刊三审制门槛，避免投错刊或写成偏离本刊口味的稿件。

thedixitjain Skill

Use when targeting Journal of Hydrology or deciding whether a hydrology manuscript fits this venue. Encodes the journal's fit, the broad process/observational/applied-hydrology contribution bar, data-and-reproducibility expectations, Elsevier house style, official-submission re-check, and desk-reject heuristics.

thedixitjain Skill

Use when defending the causal identification of a Journal of Policy Analysis and Management (JPAM) manuscript — RCTs, difference-in-differences / event study, regression discontinuity / kink, instrumental variables, and synthetic control for policy and program evaluation. Strengthens the design and its assumptions; it does not write estimation code.

thedixitjain Skill

Use when judging whether a research idea fits the Journal of Policy Analysis and Management (JPAM) — a credibly evaluable policy or program question with a decision-relevant takeaway that reaches across economics, political science, and public management. Tests fit and sharpens the question; it does not design the study or run analysis.

thedixitjain Skill

Use to understand how the Journal of Public Administration Research and Theory (JPART) evaluates a manuscript — double-blind review, desk screening on theory and fit, the reject / R&R / accept decision categories, and the PMRA/OUP editorial context. Sets expectations and shapes the paper to survive review; it does not contact editors.

thedixitjain Skill

Use when judging whether a personality/social-psychology project fits the Journal of Personality and Social Psychology (JPSP) and — critically — which of the three independently edited sections (ASC, IRGP, PPID) it belongs to. Tests theoretical-contribution fit and section choice; it does not generate research ideas.

thedixitjain Skill

Use when you need to understand or plan around the Journal of Public Economics (JPubE / JPubEc) editorial process — single anonymized review with a minimum of two reviewers, the Editorial Manager workflow, the Hendren–Kopczuk editorial leadership, SSRN preprint option, and the one-appeal policy. Explains the process; for the final file check use jpube-submission.

thedixitjain Skill

Use when designing the exhibits for a Journal of Public Economics (JPubE) manuscript — bunching density plots, event-study and RD/RKD graphs, incidence and distributional figures, and self-contained tables. Makes the public-finance design visible; it does not run the analysis (use jpube-data-analysis).

thedixitjain Skill

Use to sharpen a topic for 《数量经济技术经济研究》 (JQTE) — turning a vague empirical idea into a measurement / forecasting / method-application question with a clear quantitative object, a method-side novelty, and value for China's planning or technology decisions. Use before drafting, when the contribution shape is still fuzzy.

thedixitjain Skill

Use when anticipating the objections a Journal of Urban Economics (JUE) referee will raise before submission, so the manuscript pre-empts them. Maps the recurring JUE spatial pushbacks to where each is answered in the paper; it does not run the analysis or draft the response letter (jue-rebuttal).

thedixitjain Skill

Use when targeting Kidney International or deciding whether a nephrology or hypertension clinical/translational study fits this venue. Encodes the journal's fit with a global ISN perspective, the evidence and mechanistic bar, reporting-guideline and registration requirements, ISN house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

thedixitjain Skill

Use when defending the empirical design of a Language (LSA) manuscript on the terms of its subfield — elicitation and fieldwork, corpus construction, phonetic measurement, experiment, or the diachronic/typological sample. Language judges each kind of evidence by its own standards, and the design must support the theoretical claim. Defends the design; it does not run the analysis.

thedixitjain Skill

Use to understand how Management Science (INFORMS) review and decisions work — the Department/area-editor desk screen, double-anonymized refereeing, the cross-department fit bar, official turnaround targets, and how to read a decision letter — before or after submitting. It explains the process; it does not draft the response (mgsci-rebuttal).

thedixitjain Skill

Use when reasoning about how MLSys peer review works, covering the OpenReview workflow, the mixed ML-and-systems reviewer pool and how each half scores differently, the compressed response window, industrial-track review expectations, decision dynamics, and what the post-acceptance artifact stage means for review strategy.

thedixitjain Skill

Use when preparing an accepted MobiCom paper for publication — de-anonymizing into the double-column final version, discharging every rebuttal and revision promise, completing ACM rights and metadata, coordinating the artifact-badge timeline, and planning the in-person presentation for the Austin program.

thedixitjain Skill

Use when targeting Molecular Psychiatry (Mol Psychiatry) or deciding whether a biological psychiatry or translational neuroscience manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

thedixitjain Skill

用于撰写或修改《管理世界》稿件的文献综述章节，建立国际脉络—本土研究—本文位置的三层对话式结构。Use when 中英文文献配比失衡、综述写成罗列式而非对话式、缺关键中文经典综述（《管理世界》《经济研究》《中国工业经济》同主题积累）、或审稿人指出本土文献覆盖不足时使用。锚定《管理世界》国务院发展研究中心主办、管理学与经济学并重、国家战略导向的三层综述规范、中英文配比阈值与本刊审稿期待，确保综述与边际贡献四句式首尾呼应。 本技能服务于《管理世界》(Management World, MW)。

thedixitjain Skill

Use when targeting Nature Biotechnology or deciding whether a biotechnology/enabling-methods manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

thedixitjain Skill

Use when making an NDSS paper's results reconstructible — snapshotting live-network observations, pinning testbeds and toolchains, scrubbing traces that carry identities, and writing honest availability statements when ethics or vendor embargoes limit release.

thedixitjain Skill

Use when targeting New Literary History or deciding whether an essay on the theory, history, and method of literary study fits this venue. Encodes the journal's theory-of-literature fit, the conceptual-question bar, methodological-reflexivity expectations, house style and double-blind norms, official-submission re-check, and desk-reject heuristics.

thedixitjain Skill

Use when anticipating how a New Media & Society (NM&S) manuscript will be judged — anonymous (double-anonymized) peer review, what interdisciplinary referees weigh, and the decision categories. Sets expectations; it does not write the paper or the response letter.

thedixitjain Skill

Use when making an NSDI paper's results reconstructible — capturing testbed topology, trace provenance, and configuration while experiments run, planning which datasets can ship publicly, and keeping the paper and artifact from drifting apart so badge evaluation and the Community Award stay reachable.

nwave-ai Skill

Teaches agents how to run a timeboxed spike - throwaway code that validates one assumption before DESIGN

thedixitjain Skill

Use when targeting Organization Science (OrgSci) or deciding whether an organization theory / behavior / innovation manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

thedixitjain Skill

Use when targeting Organization Studies (OS) or deciding whether a European organization-theory / process / institutional / critical manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

thedixitjain Skill

Use when building reproducibility into an OSDI systems project — recording hardware, configuration, workload, and measurement provenance while experiments run, keeping paper and artifact from drifting apart, and setting up for the post-acceptance sysartifacts evaluation and open-access scrutiny.

thedixitjain Skill

Use when hardening a PLDI paper's measurements against the SIGPLAN Empirical Evaluation Guidelines — warmup and steady-state discipline, variance and confidence reporting, principled benchmark choice, pinned toolchains, cross-platform validity, and a measurement log that survives artifact evaluation.

thedixitjain Skill

Use when drafting ACM PODS author responses, covering the short ~48-hour double-anonymous rebuttal that corrects misreadings of proofs and definitions, and — distinctively — the shepherded revision cover letter that maps every required item to a concrete change in the resubmitted paper and survives the shepherd's second read.

thedixitjain Skill

Use when strengthening the verifiability of an ACM PODS paper — a complete claim-to-proof map, self-contained proofs in the at-submission appendix (no external appendices), correctly stated assumptions, honest scope and open cases, the full-version-on-arXiv norm, and consistency between what the paper claims and what the proofs actually establish.

thedixitjain Skill

Use when making a POPL paper's results independently checkable — deciding which theorems to mechanize versus hand-prove, maintaining a paper-to-proof correspondence table from day one, keeping on-paper proofs auditable with explicit assumption tracking, and making any accompanying prototype's numbers regenerable.

thedixitjain Skill

Use when deciding whether a project is POPL-shaped — a principle about programming languages carried by definitions and theorems — or better aimed at PLDI's implementation bar, OOPSLA's breadth, ICFP's paradigm focus, or LICS, CAV, CPP, ESOP, and journal outlets, judged by what the decisive evidence is.

thedixitjain Skill

在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 准备可复现性与实验可重复材料时调用。覆盖固定随机种子、锁定软硬件环境与依赖版本、固定数据集划分与预处理、预训练权重与大模型版本的记录、复现包(脚本/配置/环境文件)的组织、大数据与权重的稳定托管、以及可复现自查冒烟测试。用于让本刊模式识别/机器学习论文的实验结果能被外审与后续读者重复，降低"结果无法复现"的信任风险；本刊是否设强制复现要求以官网当期须知为准(待核实)。

thedixitjain Skill

Use when deciding whether an empirical psychology project fits Psychological Science and which manuscript type to target. The journal favors concise, high-impact, well-powered work whose claims are robust and broadly relevant. Frames the question; it does not collect data.

thedixitjain Skill

Use when war-gaming likely referee objections for a Quarterly Journal of Economics (QJE) manuscript before submitting, to close gaps pre-emptively given QJE's ~2-week desk screen and ~1-4% acceptance. Anticipates referee reports; it does not write the post-decision response letter (see qje-rebuttal).

thedixitjain Skill

Use when executing and stress-testing the empirical analysis for a Research Policy (RP) manuscript — building bibliometric/patent variables, running estimation or qualitative coding, and assembling robustness that an innovation-studies referee will accept. Executes the analysis; it does not choose the design (respol-methods) or present exhibits (respol-tables-figures).