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If critics are comfortable with the notion of models in underwear, then it is a double standard to single out women in technology.
The notion of models as substitutes for theories is closely related to the notion of a developmental model.
The semantic turn extends to more recent notion of models that do not fall under the strict semantic or model-theoretic notion of mathematical structures (Giere 1999; Morgan and Morrison 1999; Cat 2005).
One version of the semantic view, one that builds on a mathematical notion of models (see Sec. 2), posits that a model and its target have to be isomorphic (van Fraassen 1980; Suppes 2002) or partially isomorphic (Da Costa and French 2003) to each other.
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At its heart is the notion of modelling physical phenomena in terms of simple computer programs, rather than complicated mathematical equations.
Grim as this particular idea may be – and it comes after foreigners were banned from visiting Tibet, following months of protests and a series of self-immolations – the notion of "model villages" is an old one.
This point will be returned to later, as the notion of model for type theory is most easily formulated with the help of category theory, although this is not the way Gödel himself proceeded.
A crucial role is here played by the notion of a possible world, which may be thought of as a variant of the logicians' older notion of model, now conceived of realistically as a serious alternative to the actual course of events in the world.
And in terms of the defined notion of model Tarski proposes his defined notion of logical consequence.
This notion of "model" is developed by Morrison (1999), Morrison and Morgan (1999) and Cartwright (1999), among others.
The second level of distinction between real and pseudo data science concerns the notion of "model richness" used to create and understand predictive models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com