joelchan's working notes

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CLM

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Referenced in

[[CLM]] - bibliometric measures are biased against novel breakthrough research - [[@wangBiasNoveltyScience2017]]

[[CLM]] - People are more likely to benefit from far analogies if they encounter them while they have an open goal - [[@tsengRoleTimingAnalogical2008]]

[[CLM]] - Scientists read strategically, not linearly

[[CLM]] - Error detection work in science is systematically undervalued

[[CLM]] - Paths to creative breakthroughs are frequently oblique

[[CLM]] - Scientists prefer to pursue safer incremental advances rather than risky breakthroughs

[[CLM]] - Core attribute (mis)matches mediate the benefits of analogies in real-world, complex problem solving

[[CLM]] - Predicting trajectories of future reuse of information objects is hard

[[CLM]] - Substantial portions of knowledge that is critical for innovation are not written down

[[CLM]] - People are more likely to benefit from analogies if they encounter/process them with an active goal or license to use them for inspiration

[[CLM]] - Analogical distance of inspirations for an idea are positively related to the idea's creativity

[[CLM]] - Prestige substantially controls how scientific ideas spread

[[CLM]] - Compression and contextualizability are in tension

[[CLM]] - There is a "Sweet Spot" in Analogical Distance. Somewhat far analogies lead to better creative outcomes than very near or very far analogies

[[CLM]] - [[far analogies]] are systematically overrated in their importance for creative breakthroughs due to memory bias - [[@dunbarHowScientistsThink1997]]

[[CLM]] - Marginalized user populations may require involvement of extra stakeholders who may complicate hearing the users' voices

[[CLM]] - [[incremental formalization]] can mitigate risks of formalism in interactive systems

[[CLM]] - Prevailing incentives in academia are bad for science

[[CLM]] - Specifying context for future reuse requires predicting trajectories of future reuse

[[CLM]] - Specifying context for future reuse is costly

[[CLM]] - True creative breakthroughs often take a long time to develop

[[CLM]] - Effective individual synthesis systems (seem to mostly) exist (for a select few)

[[CLM]] - Contextualizability is necessary for synthesis