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Note that in particular, the percentages of items where there is a 6-0 or 5-1 areeement are high.
Table 4 Classification of TIMSS Advanced items using the F/NF dichotomy, in percentages of items TA 2015 mathematics TA 2015 physics Classified as F [using formula(s)] by at least 3 of 4 scorers 67.0 31.1 Opinions divided (2-2) 8.7 7.8 Classified as NF [not using formula(s)] by at least 3 of 4 scorers 24.3 61.1.
Table 5 Classification of TIMSS Advanced items using the T/NT dichotomy, in percentages of items TA 2015 mathematics TA 2015 physics Classified as T [using theorem(s)] by at least 3 of 4 scorers 78.6 14.6 Opinions divided (2-2) 2.9 5.8 Classified as NT [not using theorem(s)] by at least 3 of 4 scorers 18.4 79.6.
Nineteen PCTs had employed INPs who contributed higher percentages of items.
Since the worse case distribution is quite unrealistic, in reality the percentages of items with the maximum score are generally (even) higher than the values reported in the table.
The low percentages of items 8 (consideration of the relationship between fieldworkers and subjects) and 10 (evidence about how the subjects perceived the research) highlight the persistence of practical difficulties in considering relational implications to the subjects involved in a qualitative study.
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Overall missing data patterns showed very low percentages of item non-response (< 2%), except for one secondary outcome measure concerning craving (5% item non-response).
Percentage of items on menu you would consider ordering MINUS Percentage of items your partner would consider ordering TIMES Minutes it takes you to decide what you're having Choosing what you're going to have from a restaurant menu is almost as much fun as eating the food that comes out of the kitchen.
But in a controversial move, the committee redacts the percentage of items that transit the internet in one day that are ever selected to be read by a GCHQ analysts, emphasising: "They will have gone through several stages of targeting filtering and searching so they are believed to be the ones of the very highest intelligence value".
A significant percentage of items are likely to be removed from lists altogether.
The number in the straight brackets is the percentage of items for which at least 5 scorers agreed.
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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