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ردهٔ شواهد

Not all evidence carries the same weight. A peer-reviewed trial, a published statistic, a model output, a press statement and an owner’s own declaration can all support the same sentence, yet each warrants a different degree of reliance. Evidence classes make that difference visible. This page sets out how records are classed by evidence type, how confidence is stated, how reliance limits are set, and why claims drift beyond what their evidence supports.

02The question

Evidence classes: how the risk develops.

Evidence type, reliance limits and confidence. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.

سازوکار

Class collapse

When observed, modelled, reported and declared evidence share one field with no label, a reader cannot tell a measurement from a projection or a self-assessment. The weakest source then borrows the authority of the strongest.

سازوکار

Claim creep

A finding moves from a cautious report to an abstract, a summary and a headline, losing qualifiers at each step. The claim widens while its evidence stays the same, until it exceeds what any source supports.

سازوکار

Single-source dependence

Many records rest on one upstream source cited by several intermediaries. Counting the intermediaries makes the evidence look plural and independent when it is one source repeated.

سازوکار

Confidence without basis

A confidence word such as likely or high is attached without saying what it rests on. Readers in different fields interpret the word differently, so one label carries different meanings to an editor, a funder and a court.

03پایش

دفتر ثبت رکوردها.

The screen a team would use to follow this subject: its measures, states and decisions. Names are examples and values are illustrative.

دفتر سوابق

Evidence classes · Registry · Ledger head 3142470

  • سابقه‌های ثبت‌شده
    5701
  • خاستگاه کامل، درصد رکوردها
    92عادی
  • اصلاحیه‌های باز
    10پایش
  • حقوق نگه می‌دارد
    4اطلاعات
بررسی درستی با موفقیت گذشتGCRI · Registry

آخرین سوابق

NX-R-12221وضعیت برنامهv24472615ثبت‌شده
NX-P-88287انتشارv31324692ثبت‌شده
NX-E-72567سابقهٔ شواهدv44410118اصلاحیه باز
NX-C-27773مشارکتv17438493نگهداشت حقوق

تاریخچهٔ نسخه‌ها

  1. v1NEWثبت‌شده با منابع
  2. v2FIXواحد اصلاح شد، دلیل ثبت شد
  3. v3OPENاصلاح درخواست شد
Record ledger: the screen’s structure, terms and states for Evidence classes.نام‌ها نمونه و مقادیر تبیینی‌اند؛ طرحی است، نه سابقه یا سامانهٔ زنده.
04In the five domains

Evidence classes mean the same thing in every domain.

05روش‌ها و شواهد

How evidence classes is modelled, measured and tested.

مدل، مفروضات، داده‌ها و عدم قطعیت آن، به شکلی که دانشمند یا مهندس بررسی می‌کند. ساختارها از روش‌های منتشرشده پیروی می‌کنند. مقادیر ترسیم‌شده تبیینی‌اند، نه یافته.

مجموعه‌داده‌ها و خاستگاه

The data classes behind evidence classes and what is recorded about each before it is used.

طبقهٔ دادهخاستگاه ثبت شدوضوح اعلام‌شدهپروانه بررسی شد
تصاویر ماهواره‌ای، نوری و راداریحسگر، سطح پردازش، تاریخ برداشتاندازهٔ پیکسل و بازدید مجددبه‌ازای هر صحنه
بازتحلیل و خروجی مدل اقلیمیمدل، آزمایش، عضو، نسخهشبکه و گام زمانیبه‌ازای هر انتشار
حسگرها و سنجه‌های درجاایستگاه، ابزار، سابقهٔ واسنجینقطه و نرخ نمونه‌برداریبه‌ازای هر شبکه
مواجهه جمعیت و داراییروش، سال تولید، منابع ورودیاندازهٔ سلول و یکابه‌ازای هر انتشار
مرزها و جغرافیای مرجعتولیدکننده، ویراست، تاریخمقیاسبه‌ازای هر ویراست
تبارنامه
سابقهٔ W3C PROV از منبع تا شکل
اصول
FAIR: یافتنی، دسترس‌پذیر، هم‌کنش‌پذیر، بازاستفاده‌پذیر
شکاف‌ها
به‌صورت ناموجود نشان داده می‌شود، هرگز بی‌صدا پر نمی‌شود
ردهٔ داده‌ها و میدان‌های خاستگاهِ ثبت‌شده برای هر یک؛ یک مجموعه‌داده تنها زمانی با نام فهرست می‌شود که پروانهٔ آن استفاده را بپذیرد.
اصول راهنمای FAIR · GO FAIR و FORCE11W3C PROV · کنسرسیوم وب جهانیGuidance on consistent treatment of uncertainties · IPCCCEOS Analysis Ready Data · Committee on Earth Observation Satellites
06نشانگرها

What is measured, and how well.

Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.

IndicatorUnitCadenceSource typeبرچسب
Assertions with an evidence classshare of assertionsmonthlySchema validationمشاهده‌شده
Assertions by evidence classcount by classquarterlyRegistry recordsمشاهده‌شده
Assertions resting on a single sourceshare of assertionsquarterlyProvenance graphمشاهده‌شده
Confidence statements with a stated basisshare of confidence statementsquarterlyCuration reviewمشاهده‌شده
Class reassignments after reviewcountquarterlyReview recordsمشاهده‌شده
Agreement between independent classifiersagreement coefficientper auditDouble-coding auditبرآوردشده
Claims exceeding their evidence classcountmonthlyClaim-to-evidence auditمشاهده‌شده
07منابع

Where the evidence comes from.

Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.

منبعWhat it givesLicence class
GRADE handbookA method for rating the certainty of evidence and the strength of recommendationsFree to read, GRADE Working Group terms
Cochrane Handbook for Systematic Reviews of InterventionsMethods for assessing risk of bias and synthesising evidenceFree to read online, Cochrane copyright
یادداشت راهنمای IPCC دربارهٔ برخورد یکسان با عدم قطعیت‌هازبان واسنجی‌شده برای اطمینان و احتمال در ارزیابی‌هاFree to read, IPCC terms
Evidence and Conclusion Ontology (ECO)A controlled vocabulary of evidence types used in scientific curationOpen ontology, free to reuse
Oxford CEBM levels of evidenceA hierarchy of evidence types for clinical questionsFree to read, attribution
Campbell Collaboration methods guidanceMethods for evidence synthesis in social and economic policyFree to read, Campbell terms
08تصمیم‌ها

Who decides, and what the evidence serves.

Registry prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.

چه کسی تصمیم می‌گیردThe questionEvidence this page serves
Guideline panels and systematic reviewersHow much weight an assertion can bear in a recommendationEvidence class, certainty rating and independence of the sources behind it
Funders and assessment panelsWhether reported outcomes are evidenced or only declaredClass labels separating observed outcomes from self-reported and planned ones
Journal editorsWhether a manuscript’s claims match the class of evidence it citesEvidence class of each cited record and any single-source dependence
Regulators and public bodiesWhether evidence is strong enough to justify a rule or an interventionClass, confidence basis and reliance limits for each supporting record

Outputs this topic produces

  • An evidence class assigned to each assertion and carried into every view and export
  • A glossary of classes stating what each supports and what it does not
  • Reliance notes marking assertions that rest on a single source
  • Confidence statements with their stated basis and the reviewer who set them
09Core questions

What experts ask about evidence types.

  • How should a classification separate the source of a claim from its reliability?
  • How can a label survive aggregation, when estimates are mixed with observations?
  • How should confidence be communicated to non-specialists without misleading them?
  • When is a scenario mistaken for a forecast, and how is that prevented?
  • What should a record say when the evidence type is unknown?
10Mechanisms

How evidence loses its label.

Evidence is most often misused not because it is wrong but because it is read as something it is not. A modelled estimate printed in a table beside published statistics acquires their apparent authority. A scenario designed to explore a possibility is quoted as a prediction. Assessment bodies in climate science, public health and statistics have each developed calibrated language for confidence and likelihood for this reason.

The Registry uses the evidence labels shared across the programme: Observed, Published statistics, Institution-reported, Estimated, Modelled, Forecast, Scenario, Expert judgement and Unknown. A label names a source type. “Published statistics” means published by the responsible agency; it is not a claim of endorsement. Estimates stay labelled as estimates and never replace published figures.

11Methods and limits

Classifying and qualifying evidence.

  1. 01

    Source type

    The label records how the evidence was produced, separately from any judgement of quality.

  2. 02

    Reliance limits

    Each record states the uses it can and cannot support, such as the geographic scale or period for which it holds.

  3. 03

    Confidence

    Where a method yields uncertainty, the record carries it, drawing on statistical practice from the STEM Commons. See مهندسی داده، هم‌کنش‌پذیری و متولی‌گری for the data side.

  4. 04

    محدودیت‌ها

    Any classification simplifies. Mixed evidence needs the most cautious label of its parts, which can understate strong findings, and labels depend on honest declaration by issuers.

12روش‌ها

How it is studied, and what the methods cannot say.

  1. مهندسی داده، هم‌کنشی‌پذیری و تولیتSchema-validated ingestion · Persistent identifier reconciliation · Lineage capture in pipelinesApplied here
  2. امنیت سایبری و رمزنگاریTamper-evident record history · Signed exports and releases · Threat modelling of edit pathsApplied here
  3. هویت دیجیتال و نظام‌های دیجیتال عمومیIssuer authentication and authority · Contributor disambiguation by the personApplied here
13Where this page’s references

Where this page’s references lead.

نهادها و اسنادی که این صفحه بر پایهٔ آن‌ها خوانده می‌شود. وضعیت و ویراست‌ها تغییر می‌کنند؛ هر پیوند به نهاد صادرکننده می‌رود.

14پرسش‌ها

پرسش و پاسخ.

Is a declared assertion worthless?
No. A declaration is the issuer’s own statement, and for some facts, such as an owner’s intent, it is the right evidence. It is labelled so readers know it has not been independently checked.
Why can confidence words mislead?
Because likely or high confidence mean different things across fields. Stating the basis, such as the agreement of independent sources, lets readers judge the word for themselves.
Can an assertion’s class change?
Yes. New evidence, review or correction can raise or lower it. Each change is recorded with its reason, and the earlier class stays visible in the record’s history.
Why are many citations not many sources?
Because several records can repeat one upstream source. The provenance graph shows whether supporting records are independent or share an origin, which matters more than their count.
Is “published statistics” a stronger label than Modelled?
It names a different source, not a ranking. A published figure can be revised, and a model can be well validated. The record states the limits of each.
Why keep an Unknown label?
Because pretending to know a source is worse than saying it is unknown. An Unknown label tells readers to treat the evidence with care.
Can a record carry more than one label?
A composite record states the label of each part, and its headline label is the most cautious one.
گزارش‌هامشارکت

شواهد را از همین صفحه ارسال کنید.

گزارش‌ها is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

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