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They received visual feedback (500 ms) for incorrect search and memory responses.
If the inverse metamodel is not calibrated using relevant simulation results, it has the potential to identify an incorrect search direction in the parameter space.
Both groups spent more time in the correct than incorrect search zones during the test, with the extent of this preference being greater for the sham than the hippocampal group.
Subsequent tests of simple main effects showed that each group spent significantly more time in the correct than the incorrect search zones, Fs 1, 27) > 15.67, Ps < 0.001, MSE = 91.87.
During this test the sham group spent more time in the two correct search zones than in the two incorrect search zones; the hippocampal group spent virtually the same amount of time in both kinds of zone.
Second, many PubMed queries contain incorrect search tags (including typos, e.g., [JORUNAL]) that are not recognized by the PubMed system but domain experts could correctly recognize and read their intentions.
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To help separate correct from incorrect database search results, probabilities of correct identification were computed by unsupervised machine learning with an expectation-maximization (EM) algorithm [ 13].
SAN FRANCISCO — When Google took a video camera to Times Square in 2009 and asked passers-by what a browser is, most of the answers were hilariously incorrect, from "a search engine" to "broadband" to "Yahoo".
Note that the same results can be interpreted completely differently, depending on whether one uses propositional logic (e.g., "people make logically incorrect decisions and search primarily for confirmatory evidence") or Bayesian reasoning (e.g., "people respond optimally given uncertain information").
Starting with a small set of trusted correct PSMs and a set of incorrect PSMs from searching a decoy database, Percolator iteratively adjusts the learning model to fit the dataset by ranking high-confidence PSMs higher than decoy peptide matches.
Table 4 summarizes the classification accuracy with average similarity scores for correct and incorrect cases for limited search databases.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com