Criteria

  • This panel provides information on every criterion used to subset detection & attribution methods when using the navigator.
  • Criteria are grouped in five descriptive categories: Outcome, Data Compatibility, Assumptions, Model Properties, and Packages.

They capture:

  • What a method aims to do
  • Which data structures it requires or supports
  • Under which foundational assumptions it remains valid
  • How it behaves in terms of flexibility, scale, and feature support
  • Where and how it can be implemented in practice

Criterion pages follow a common documentation format: Definition, Explanation, Tools/rationale for helping assessment and Example.

Common criterion options

Every criterion has the four base options to ease the assessment process: Unevaluated, Don't know, Inapplicable, and Indifferent. They are described below:

OptionUsageDescription
UnevaluatedDefault when starting the criteria assessmentWhen selected, the criterion applies no filtering on the suggested method set. Users should consider every criterion of the navigator, and, only when deemed necessary, select one of the next two options Don't know or Inapplicable.
Don't knowUser don’t know which option to pickWhen the user judges not being able to rightly assess the method against a criterion (lack of documentation, understanding, unsure), this option avoids subsetting methods by the corresponding criterion.
InapplicableCriterion cannot be applied because of incompatible paradigmsBecause the navigator ambitions to be large and to include methods from different fields relying on heterogeneous assumptions, a criterion can be irrelevant to a case study. Methods indeed rely on implicit / explicit modelling paradigms that are not all focused on the same aspects and are not fully compatible with each other.
IndifferentAll options are satisfyingUsers can estimate that all options of a criterion are satisfying. The corresponding criterion has therefore been evaluated but should not filter the suggested method set.

Don't know allows to reach the end of the assessment more easily but should be picked only when necessary since it will result in a larger and less informative set of suitable methods.

? signs redirecting to the criterion page should allow the user to apply criteria in most cases.

When the criterion is understood but seems irrelevant to the question at hand, Inapplicable should be preferred.


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