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+zons nonword
+zont nonword
+zonx nonword
+zops nonword
+zopt nonword
+zorb nonword
+zorc nonword
+zorf nonword
+zorg nonword
+zorl nonword
+zorn nonword
+zorp nonword
+zorr nonword
+zors nonword
+zorv nonword
+zosc nonword
+zosh nonword
+zosk nonword
+zosp nonword
+zoss nonword
+zotd nonword
+zots nonword
+zott nonword
+zovs nonword
+zowd nonword
+zowk nonword
+zowl nonword
+zown nonword
+zows nonword
+zowt nonword
+zoxt nonword
+zozz nonword
diff --git a/07 Final Assignment - Rescorla Wagner/experiments.R b/07 Final Assignment - Rescorla Wagner/experiments.R
new file mode 100644
index 0000000..a130f54
--- /dev/null
+++ b/07 Final Assignment - Rescorla Wagner/experiments.R
@@ -0,0 +1,138 @@
+#-------------------------------------------------------------------------
+
+library(ndl)
+source("learnWeights.R")        # creates learnWeights.fnc
+
+dat = read.table("dataDan.txt", T, stringsAsFactors=FALSE)
+
+dat$Cues = orthoCoding(dat$String, grams=2)
+dat$Frequency=1
+dat$Outcomes = dat$Type
+# reshuffle order of learning events
+
+# use Danks equilibrium equations 
+wD = estimateWeights(dat, alpha=0.1, beta=0.1)
+aD = estimateActivations(dat, wD)$activationMatrix
+aD = aD[,order(colnames(aD))]
+
+dat$ChoiceD = apply(aD, 1, FUN=function(v){
+  if(v[1]>=v[2]) {
+    return("nonword")
+  } else {
+    return("word")
+  }})
+
+table(dat$Type, dat$ChoiceD)
+#         
+#          nonword word
+#  nonword    7832    0
+#  word        116  191
+
+
+# use RW equations learning event by learning event
+# now order becomes important
+set.seed(314)
+dat = dat[sample(1:nrow(dat)),]
+cues = unique(unlist(strsplit(dat$Cues, "_")))
+outcomes = unique(unlist(strsplit(dat$Outcomes, "_")))
+wRW = learnWeights.fnc(dat, cues, outcomes, alpha=0.1, beta=0.1)
+aRW = estimateActivations(dat, wRW)$activationMatrix
+aRW = aRW[,order(colnames(aRW))]
+
+dat$ChoiceRW = apply(aRW, 1, FUN=function(v){
+  if(v[1]>=v[2]) {
+    return("nonword")
+  } else {
+    return("word")
+  }})
+table(dat$Type, dat$ChoiceRW)
+#         
+#          nonword word
+#  nonword    7832    0
+#  word        296   11
+
+#-------------------------------------------------------------------------
+
+
+
+# Let's create a fictive first block of 100 learning trials.
+#-------------------------------------------------------------------------
+
+source("learnWeights.R")        # creates learnWeights.fnc
+dat = read.table("dataDan.txt", T, stringsAsFactors=FALSE)
+dat$Cues = orthoCoding(dat$String, grams=2)
+dat$Frequency=1
+dat$Outcomes = dat$Type
+
+set.seed(314)
+words = dat[dat$Type=="word", ]
+kNumWords = dim(words)[1]
+nonwords = dat[dat$Type=="nonword", ]
+kNumNonwords = dim(nonwords)[1]
+words1 = words[sample(1:nrow(words), 50), ]
+nonwords1 = nonwords[sample(1:nrow(nonwords),50), ]
+block1 = rbind(words1,nonwords1)
+block1 = block1[sample(1:nrow(block1)), ]
+
+cues = unique(unlist(strsplit(block1$Cues, "_")))
+outcomes = unique(unlist(strsplit(block1$Outcomes, "_")))
+block1.w = learnWeights.fnc(datset=block1,cueset=cues, outcomeset=outcomes, 
+                            alpha=sqrt(0.001), beta=sqrt(0.001), lambda=1.0)
+block1.a = estimateActivations(block1, block1.w)$activationMatrix
+block1.a = block1.a[ ,order(colnames(block1.a))]
+
+block1$Choice = apply(block1.a, 1, FUN=function(v){
+  if(v[1]>=v[2]) {
+    return("nonword")
+  } else {
+    return("word")
+  }})
+table(block1$Type, block1$Choice)
+#         
+#          nonword word
+#  nonword      38   12
+#  word          1   49
+
+#add learned words to the vector of learned words
+learned.words = numeric(kNumWords)
+counter = 1
+for(i in 1:100) {
+  if(block1[i, ]$Type == "word" & block1[i, ]$Choice == "word" ) {
+    learned.words[counter] = learned.words[counter] = block1[i, ]$row.names
+    counter = counter + 1
+  }
+}
+learned.words
+
+#some aspects of the experiment as described in the paper
+#kNumBlocks = 30
+kNumTrialsPerBlock = 100    #2000 ?????
+kNumBlocks = 2000
+
+
+for(i in 1:1) {
+  
+  set.seed(314)
+  current.words = words[sample(1:nrow(words), 50), ] #to be changed
+  current.nonwords = nonwords[sample(1:nrow(nonwords),50), ]
+  block.words = rbind(current.words, current.nonwords)
+  block.words = block.words[sample(1:nrow(block.words)), ]
+  
+  cues = unique(unlist(strsplit(block.words$Cues, "_")))
+  outcomes = unique(unlist(strsplit(block.words$Outcomes, "_")))
+  block.words.w = learnWeights.fnc(datset=block.words,cueset=cues, outcomeset=outcomes, 
+                                   alpha=sqrt(0.001), beta=sqrt(0.001), lambda=1.0)
+  block.words.a = estimateActivations(block.words, block.words.w)$activationMatrix
+  block.words.a = block.words.a[ ,order(colnames(block.words.a))]
+  
+  block.words$Choice = apply(block.words.a, 1, FUN=function(v){
+    if(v[1]>=v[2]) {
+      return("nonword")
+    } else {
+      return("word")
+    }})
+  
+  print(table(block.words$Type, block.words$Choice))
+}
+
+
diff --git a/07 Final Assignment - Rescorla Wagner/learnWeights.R b/07 Final Assignment - Rescorla Wagner/learnWeights.R
new file mode 100644
index 0000000..0b7c769
--- /dev/null
+++ b/07 Final Assignment - Rescorla Wagner/learnWeights.R
@@ -0,0 +1,33 @@
+learnWeights.fnc = function(datset=block1, cueset=cues, outcomeset=outcomes, 
+                            alpha=sqrt(0.001), beta=sqrt(0.001), lambda=1.0) {
+  # set up weight matrix and assign row and column names
+  w = matrix(0, length(cueset), length(outcomeset))
+  rownames(w)=cueset
+  colnames(w)=outcomeset
+  # make a list of relevant sets of cues
+  cues = strsplit(datset$Cues, "_")
+  # loop over all learning events in datset, row by row
+  for (i in 1:length(cues)) {
+    # apply Rescorla-Wagner equations
+    Vtotals = colSums(w[cues[[i]], outcomeset])
+    for (j in 1:length(cues[[i]])) {
+      if (datset$Type[i]=="nonword") {
+        w[cues[[i]][j],"nonword"] =  w[cues[[i]][j],"nonword"] + 
+          alpha*beta*(lambda-Vtotals["nonword"])
+        w[cues[[i]][j],"word"] =  w[cues[[i]][j],"word"] + 
+          alpha*beta*(0-Vtotals["word"])
+      } else {
+        if (datset$Type[i]=="word") {
+          w[cues[[i]][j],"word"] =  w[cues[[i]][j],"word"] + 
+            alpha*beta*(lambda-Vtotals["word"])
+          w[cues[[i]][j],"nonword"] =  w[cues[[i]][j],"nonword"] + 
+            alpha*beta*(0-Vtotals["nonword"])
+        }
+      }
+    }
+  }
+  # and return weight matrix at the end of learning
+  return(w)
+}
+
+
diff --git a/07_final_assignment/paper/code.tex b/07_final_assignment/paper/code.tex
new file mode 100644
index 0000000..e348795
--- /dev/null
+++ b/07_final_assignment/paper/code.tex
@@ -0,0 +1,715 @@
+%TODO: simply copy/paste code from R here.
+\begin{lstlisting}[language=R]
+
+library(testthat)
+library(ndl)
+library(compiler)
+library(fields)
+library(parallel)
+library(doParallel)
+library(foreach)
+library(itsadug)
+library(mgcv)
+library(xtable)
+enableJIT(3)
+
+
+########################################################################################
+####                           DATA OF ORIGINAL EXPERIMENT
+########################################################################################
+
+monkeydat <- data.frame(Monkey=c("DAN", "ART", "CAU", "DOR", "VIO", "ARI"),
+                        NumTrials=c(56689, 50985, 61142, 49608, 43041, 55407),
+                        NumWordsLearned=c(308, 125, 112, 121, 81, 87),
+                        NumNonwordsPresented=c(7832, 7832, 7832, 7832, 7832, 7832),
+                        GeneralAccuracy=c(79.81, 73.41, 72.43, 73.15, 71.55, 71.14),
+                        WordAccuracy=c(80.01, 74.83, 73.15, 79.26, 76.75, 75.38),
+                        NonwordAccuracy=c(79.61, 72.00, 71.72, 67.06, 66.33, 66.90),
+                        stringsAsFactors=F)
+
+
+########################################################################################
+####                           DEFINING THE EXPERIMENTAL FUNCTIONS
+########################################################################################
+
+Resample <- function(x){
+  x[sample.int(length(x))]
+}
+
+test_that("Resample", {
+  x <- 1:10
+  expect_that(length(Resample(x[x >  8])), equals(2))
+  expect_that(length(Resample(x[x >  9])), equals(1))
+  expect_that(length(Resample(x[x >  10])), equals(0))
+})
+
+RandomPick <- function(data, n) {
+  if ( is.data.frame(data) ){
+    data[sample(nrow(data), n, replace=TRUE),]
+  } else {
+    data[sample(length(data), n, replace=TRUE)]
+  }
+}
+
+test_that("RandomPick", {
+  n <- 10
+  
+  bigger <- 1:(3 * n)
+  equal <- 1:n
+  smaller <- c(1)
+  empty <- c()
+  df <- data.frame(a=c(1,2,3), b=c(4,5,6))
+  
+  expect_equal(length(RandomPick(bigger, n)), n)
+  expect_equal(length(RandomPick(equal, n)), n)
+  expect_equal(length(RandomPick(smaller, n)), n)
+  expect_equal(length(RandomPick(empty, n)), 0)
+  expect_equal(nrow(RandomPick(df, n)), n)
+})
+
+
+CreateBlock <- function(data){
+  result <- data.frame(Stimulus=character(BLOCK_SIZE),
+                       StimulusType=factor(character(BLOCK_SIZE),
+                                           c("LearnedWord","NewWord","Nonword")),
+                       stringsAsFactors=F)
+  data <- data[,c("Stimulus","StimulusType")]
+  stopifnot(is.character(data$Stimulus))
+  
+  newSample <- RandomPick(data[data$StimulusType == "NewWord",], 1)
+  learnedSample <- RandomPick(data[data$StimulusType == "LearnedWord",], 25)
+  if( nrow(newSample) > 0 ) {
+    result[1:25,] <- newSample
+  } else {
+    result[1:25,] <- learnedSample
+  }
+  if( nrow(learnedSample) > 0 ){
+    result[26:50,] <- learnedSample
+  } else {
+    result[26:50,] <- newSample
+  }
+  
+  result[51:100,] <- RandomPick(data[data$StimulusType == "Nonword",], 50)
+  
+  result <- result[sample(nrow(result)),]
+  rownames(result) <- 1:nrow(result)
+  result
+}
+
+BLOCK_SIZE <- 100
+test_that("CreateBlock", {
+  stim <- as.character(1:300)
+  data <- data.frame(Stimulus=stim, stringsAsFactors=F)
+  data$StimulusType[1:100] <- "NewWord"
+  data$StimulusType[101:200] <- "LearnedWord"
+  data$StimulusType[201:300] <- "Nonword"
+  
+  block <- CreateBlock(data)
+  trialNewWords <- block$Stimulus[ block$StimulusType == "NewWord" ]
+  trialLearnedWords <- block$Stimulus[ block$StimulusType == "LearnedWord" ]
+  trialNonwords <- block$Stimulus[ block$StimulusType == "Nonword" ]
+  
+  expect_that(nrow(block), equals(BLOCK_SIZE))
+  expect_that(length(trialNewWords), equals(25))
+  expect_that(length(unique(trialNewWords)), equals(1))
+  expect_that(length(trialLearnedWords), equals(25))
+  expect_that(length(trialNonwords), equals(50))
+  # TODO: Decide what should be expected for empty vectors?
+})
+
+
+PresentTrials <- function(trialCount, present, data){
+  
+  trials = data.frame()
+  
+  for ( curTrialNum in 1:trialCount ) {
+    curBlock <- ( (curTrialNum - 1) %/% BLOCK_SIZE) + 1
+    curTrialNumInBlock <- ( (curTrialNum - 1) %% BLOCK_SIZE ) + 1
+    isNewBlock <- curTrialNumInBlock == 1
+    
+    if ( isNewBlock ) {
+      if ( curBlock > 1 ){
+        newWordTrials <- block[block$StimulusType == "NewWord", ]
+        if( length(unique(newWordTrials$Stimulus)) == 1 ){
+          newWordTrials <- newWordTrials[1, ]
+          wordResponses <- newWordTrials[newWordTrials$Response == "Word", ]
+          wordResponseRate <- nrow(wordResponses) / nrow(newWordTrials)
+          if ( wordResponseRate >= 0.8  ){
+            data$StimulusType[data$Stimulus == newWordTrials$Stimulus] <- "LearnedWord"
+          }
+        }
+      }
+      block <- CreateBlock(data)
+      block$Block <- curBlock
+      block$TrialInBlock <- 1:nrow(block)
+    }
+    
+    curTrial <- block[curTrialNumInBlock,]
+    curStim <- curTrial$Stimulus
+    curStimIsWord <- present(curStim, ifelse(curTrial$StimulusType == "Nonword", "Nonword", "Word"))
+    
+    block$Trial[curTrialNumInBlock] <- curTrialNum
+    block$Response[curTrialNumInBlock] <- curStimIsWord
+    
+    trials <- rbind(trials, block[curTrialNumInBlock, ])
+  }
+  
+  rownames(trials) <- 1:trialCount
+  
+  result <- list(Trials=trials, Stimuli=data)
+  
+  return(result)
+}
+
+test_that("PresentTrials", {
+  stim <- as.character(1:300)
+  data <- data.frame(Stimulus=stim, stringsAsFactors=F)
+  data$StimulusType[1:100] <- "NewWord"
+  data$StimulusType[101:200] <- "LearnedWord"
+  data$StimulusType[201:300] <- "Nonword"
+  count <- BLOCK_SIZE * 2.5
+  
+  result <- PresentTrials(count,
+                          function(cue, outcome){
+                            return(outcome)
+                          },
+                          data)
+  trials <- result$Trials
+  stimuli <- result$Stimuli
+  expect_equal(nrow(trials), count)
+  expect_equal(length(stimuli$StimulusType[stimuli$StimulusType == "LearnedWord"]), 102)
+})
+
+# The original colSums fails if matrix filters to 1 row and gets implicit casted to a vector
+ColSums <- function(x) { 
+  if(is.matrix(x)){
+    return(colSums(x))
+  } else {
+    return(x)
+  }
+}
+
+test_that("ColSums",{
+  m2x2 <- matrix(1,2,2)
+  colnames(m2x2) <- c("a","b")
+  
+  expect_equal(ColSums(m2x2), c(a=2,b=2))
+  expect_equal(ColSums(m2x2[1,]), c(a=1,b=1))
+})
+
+MakeMonkey <- function(cueset, outcomeset=c("Word", "Nonword"),
+                       alpha=sqrt(0.001), beta=sqrt(0.001), lambda=1.0, randomRatio=0.2){
+  weights <- matrix(0, length(cueset), length(outcomeset))
+  rownames(weights) <- cueset
+  colnames(weights) <- outcomeset
+  
+  rate <- function(cue){
+    cues <- unlist(strsplit(cue, "_"))
+    cueWeights <- weights[cues, outcomeset]
+    totalActivation <- ColSums(cueWeights)
+    
+    maxActivated <- names(totalActivation[totalActivation == max(totalActivation)])
+    return(RandomPick(maxActivated,1))
+  }
+  randomLearner <- function(stim,resp){
+      c("Word","Nonword")[sample(1:2,1)]
+  }
+  
+  realLearner <- function(stim, resp){
+    cues <- unlist(strsplit(stim, "_"))
+    
+    cueWeights <- weights[cues, outcomeset]
+    totalActivation <- ColSums(cueWeights)
+    
+    for (j in 1:length(cues)) {
+      if (resp == "Nonword") {
+        yesType <- "Nonword"
+        noType <- "Word"
+      } else if (resp == "Word") {
+        yesType <- "Word"
+        noType <- "Nonword"
+      } else {
+        stop("Unknown outcome", resp)
+      }
+      weights[cues[j],yesType] <<-  weights[cues[j],yesType] +
+        alpha * beta * (lambda - totalActivation[yesType])
+      weights[cues[j],noType] <<-  weights[cues[j],noType] +
+        alpha * beta * (0 - totalActivation[noType])
+    }
+    monkeyGuess <- rate(stim)
+    return(monkeyGuess)
+  }
+
+  learner <- function(stim, resp) {
+      if( runif(1) < randomRatio ){
+          randomLearner(stim,resp)
+      } else {
+          realLearner(stim,resp)
+      }
+  }
+  
+  give_weights <- function(){
+    return(weights)
+  }
+  
+  return(list(
+    GetWeights=give_weights,
+    Learner=learner,
+    Rate=rate))
+}
+
+
+test_that("MakeMonkey",{
+  cueset <- c("a","b","c")
+  
+  monkey <- MakeMonkey(cueset)
+  for (i in 1:1000){
+    monkey$Learner("a_b","Word")
+    monkey$Learner("b_c","Nonword")
+  }
+  
+  print(monkey$GetWeights())
+  expect_equal(monkey$Rate("a"), "Word")
+  expect_equal(monkey$Rate("c"), "Nonword")
+})
+
+prepareDat <- function(){
+  dat <- read.table("dataDan.txt", header=T, stringsAsFactors=F)
+  dat$Cues <- orthoCoding(dat$String, grams=2)
+  dat$Frequency <- 1
+  dat$Stimulus <- dat$Cues
+  dat$StimulusType <- factor(ifelse(dat$Type == "word", "NewWord", "Nonword"), c("Nonword","NewWord","LearnedWord"))
+  dat$Outcomes <- factor(ifelse(dat$Type == "word", "Word", "Nonword"), c("Word","Nonword"))
+  dat <- dat[sample(1:nrow(dat)),]
+  cues <- unique(unlist(strsplit(dat$Cues, "_")))
+  outcomes <- levels(dat$Outcomes)
+  list(cues=cues,outcomes=outcomes,dat=dat)
+}
+
+runSim <- function(data, trialCount, alpha, beta, lambda=1, randomRatio) {
+  monkey <- MakeMonkey(data$cues, data$outcomes, alpha, beta, lambda=lambda, randomRatio=randomRatio)
+  trialNum <- round(trialCount)
+  pres <- PresentTrials(
+    trialNum,
+    monkey$Learner, data$dat)
+  return(pres)
+}
+
+analyseSim <- function(pres){
+  learnedWordNum <- nrow(pres$Stimuli[pres$Stimuli$StimulusType == "LearnedWord",])
+  trialNum <- nrow(pres$Trials)
+  nonwordTrials <- pres$Trials[pres$Trials$StimulusType == "Nonword",]
+  wordTrials <- pres$Trials[pres$Trials$StimulusType != "Nonword",]
+  presNonwordNum <- length(unique(nonwordTrials$Stimulus))
+  presWordNum <- length(unique(wordTrials$Stimulus))
+  nonwordAcc <- nrow(nonwordTrials[nonwordTrials$Response == "Nonword",]) / nrow(nonwordTrials)
+  wordAcc <- nrow(nonwordTrials[wordTrials$Response == "Word",]) / nrow(wordTrials)
+  genAcc <- (nrow(nonwordTrials) * nonwordAcc + nrow(wordTrials) * wordAcc) / trialNum
+  
+  c("Sim",
+    trialNum,
+    learnedWordNum,
+    presNonwordNum,
+    genAcc,
+    wordAcc,
+    nonwordAcc)
+}
+
+simulateAndAnalyse <- function(data, trialCount, alpha=sqrt(0.001), beta=sqrt(0.001), randomRatio=0.2){
+  p <- runSim(data, trialCount, alpha, beta, lambda=1, randomRatio)
+  analyseSim(p)
+}
+
+
+########################################################################################
+####                            IGNORE THIS BLOCK
+########################################################################################
+if (FALSE) {
+  data <- prepareDat()
+  
+  testfunc = function() {
+    n <- 10
+    trialCount <- 50000
+    for( a in 0:n) {
+      k <- 1.0 / n * a
+      print(k)
+      #s <- simulateAndAnalyse(data, trialCount, alpha=1, beta=k)
+      s <- simulateAndAnalyse(data, trialCount, alpha=0.000001, beta=0.00001)
+      s[1] <- as.character(k)
+      monkeydat <- rbind(monkeydat,
+                         s)
+    }
+    return(monkeydat)
+  }
+  
+  
+}
+
+########################################################################################
+####                            RUNNING THE PARALLELIZED EXPERIMENTS
+########################################################################################
+
+# code for parallelizing the experiment.
+# Goal: Being able to run without a shared data structure
+# and thus avoiding conflicts with critical sections.
+# Solution: Reading and printing from and to different files
+# for each thread (divide-and-conquer). Results need to be combined
+# in the end.
+
+print.iterations <- FALSE #Note: Not meaningful for parallel execution,
+#see http://blog.revolutionanalytics.com/2015/02/monitoring-progress-of-a-foreach-parallel-job.html
+#for a discussion
+
+num.cores <- 15       #Can NOT be changed without further code adjustment
+monkeys.per.core <- 8 #Can NOT be changed without further code adjustment
+
+
+start.of.a.and.b <- 0.001 #Can be changed with no further code adjustment
+end.of.a.and.b <- 0.300   #Can be changed with no further code adjustment
+
+debug <- FALSE
+
+
+#8 experiments for each core, 15 cores
+# -> 120 Experiments possible.
+#This is exactly the number of experiments
+#necessary to run 15 x 15 conditions in
+#a symmetrical setting (= little Gauss of 15)
+
+
+a.and.b.combinations <- matrix(nrow=2, ncol=0)
+aseq <- seq(from=start.of.a.and.b, to=end.of.a.and.b, length.out=15)
+step <- aseq[2] - aseq[1]
+for(a in aseq) {
+  for(b in seq(from=start.of.a.and.b, to=a, by=step)) {
+    a.and.b.combinations <- cbind(a.and.b.combinations, c(a, b))
+  }
+}
+
+get.a <- function(i, index) {
+  return((a.and.b.combinations[1, ((i*monkeys.per.core)-(monkeys.per.core-1)) : (i*monkeys.per.core)])[index])
+}
+
+get.b <- function(i, index) {
+  return((a.and.b.combinations[2, ((i*monkeys.per.core)-(monkeys.per.core-1)) : (i*monkeys.per.core)])[index])
+}
+
+do.experiment <- function(i) {
+  resultdir <- "results"
+  dir.create(resultdir, showWarnings = FALSE) # dont show warning if dir exists
+  filename <- paste(resultdir, "/", "resultdat", i, ".txt", sep="")
+  
+  if(debug) {
+    resultdat <- data.frame(alpha=numeric(1), beta=numeric(1),
+                            Time=character(1),
+                            NumWordsLearned=numeric(1),
+                            NumNonwordsPresented=numeric(1),
+                            GeneralAccuracy=numeric(1),
+                            WordAccuracy=numeric(1),
+                            NonwordAccuracy=numeric(1))
+  } else {
+    resultdat <- data.frame(alpha=numeric(1), beta=numeric(1),
+                            NumTrials=numeric(1),
+                            NumWordsLearned=numeric(1),
+                            NumNonwordsPresented=numeric(1),
+                            GeneralAccuracy=numeric(1),
+                            WordAccuracy=numeric(1),
+                            NonwordAccuracy=numeric(1))
+  }
+  write.table(resultdat, file=filename, col.names=names(resultdat))
+  
+  trialCount <- 50000 
+  r <- 0.65
+  for(index in 1:monkeys.per.core) {
+    
+    a = get.a(i, index)
+    b = get.b(i, index)
+    resultdat = read.table(filename)
+    
+    if(print.iterations) {
+      print(paste("--running-- i: ", i, " a: ", a, " b: ", b, " r: ", r, sep="" ))
+    }
+    
+    if(debug) {
+      Sys.sleep(1)
+      current.time = Sys.time()
+      debug.frame = data.frame(alpha=a, beta=b,
+                               Time=as.character(current.time),
+                               NumWordsLearned=numeric(1),
+                               NumNonwordsPresented=numeric(1),
+                               GeneralAccuracy=numeric(1),
+                               WordAccuracy=numeric(1),
+                               NonwordAccuracy=numeric(1))
+      
+      resultdat <- rbind(resultdat, debug.frame)
+      
+    } else {
+      
+      s <- simulateAndAnalyse(data, trialCount, alpha=a, beta=b, randomRatio=r )
+      s[1] <- as.character(trialCount)
+      resultdat <- rbind(resultdat,
+                         c(a, b, s[2:length(s)]))
+      
+    }
+    
+    #write preliminary result to file -> in case of interruption nothing gets lost
+    write.table(resultdat, file=filename, col.names=names(resultdat))
+  }
+  
+  resultdat <- resultdat[-1, ] #remove 1st row which is just always 0 
+  write.table(resultdat, file=filename, col.names=names(resultdat))
+  return(resultdat)
+}
+
+
+#...RUN, MONKEY, RUN!
+cl <- makeCluster(num.cores)
+registerDoParallel(cl)
+foreach(i=1:num.cores) %dopar% do.experiment(i)
+
+
+########################################################################################
+####                            HARVESTING DATA & VISUALIZATION I
+########################################################################################
+
+harvest.data <- function(write.to.file=FALSE, folder="results_backup") {
+  data = data.frame()
+  for(i in 1:num.cores) {
+    d <- read.table(paste(folder, "resultdat", i, ".txt", sep=""))
+    data <- rbind(data, d)
+  }
+  if(write.to.file) {
+    write.table(data, file="preliminary_results.txt", col.names=names(data))
+  }
+  return(data)
+}
+
+
+get.index <- function(sequence, value) {
+  res <- logical(length(sequence))
+  for(i in 1:length(sequence)) {
+    res[i] <- isTRUE(all.equal(sequence[i], value))
+  }
+  return(which(res))
+}
+
+
+get.matrix <- function(data, value, sequence) {
+  if(!any(names(data)==value)) {
+    stop("'value' needs to be part of the data.frame")
+  }
+  v.index = which(names(data)==value)
+  
+  sequence <- round(sequence, 3)
+  
+  z <- matrix(nrow=length(sequence), ncol=length(sequence))
+  
+  for(i in 1:nrow(data)) {
+    
+    alpha <- round(data[i, ]$alpha, 3)
+    beta  <- round(data[i, ]$beta, 3)
+
+    a.index <- get.index(sequence, alpha)
+    b.index <- get.index(sequence, beta)
+    if(isTRUE(all.equal(length(a.index),  0)) ||
+         isTRUE(all.equal(length(b.index), 0))){
+      print("problem: ")
+      print(alpha)
+      print(beta)
+      stop("sequence must contain alpha and beta values")
+    }
+    z[a.index, b.index] <- data[i, v.index]
+    z[b.index, a.index] <- data[i, v.index]
+  }
+  return(z)
+}
+
+data = harvest.data(TRUE)
+
+
+mat1 = matrix(rexp(15*15, rate=.1), ncol=15, nrow=15)
+
+conditions <- c("GeneralAccuracy", "WordAccuracy",
+                "NonwordAccuracy", "NumWordsLearned")
+
+for(c in conditions) {
+  image.plot(x=sort(aseq),
+             y=sort(aseq),
+             z=get.matrix(data, c, aseq),
+             #z = mat1, #alternative while results are not here yet
+             main=c,
+             xlab="alpha",
+             ylab="beta",
+             useRaster=TRUE,
+             col = topo.colors(100))
+}
+
+
+########################################################################################
+####                            MODEL FITTING & VISUALIZATION II
+########################################################################################
+
+### GeneralAccuracy
+m1.g = gam(GeneralAccuracy ~ s(alpha) + s(beta), data=data)
+summary(m1)
+
+m2.g = gam(GeneralAccuracy ~ s(alpha) + s(beta) + ti(alpha, beta), data=data)
+summary(m2.g)
+
+compareML(m1.g, m2.g)
+#m1 preferred
+
+vis.gam(m1.g, plot.type="contour", color="topo", main="GeneralAccuracy")
+
+
+
+
+### WordAccuracy
+m1.w = gam(WordAccuracy ~ s(alpha) + s(beta), data=data)
+summary(m1.w)
+
+m2.w = gam(WordAccuracy ~ s(alpha) + s(beta) + ti(alpha, beta), data=data)
+summary(m2.w)
+
+compareML(m1.w, m2.w)
+#m1 preferred
+
+vis.gam(m1.w, plot.type="contour", color="topo", main="WordAccuracy")
+
+
+
+### NonwordAccuracy
+m1.n = gam(NonwordAccuracy ~ s(alpha) + s(beta), data=data)
+summary(m1.n)
+
+m2.n = gam(NonwordAccuracy ~ s(alpha) + s(beta) + ti(alpha, beta), data=data)
+summary(m2.n)
+
+compareML(m1.n, m2.n)
+#m1 preferred
+
+vis.gam(m1.n, plot.type="contour", color="topo", main="NonwordAccuracy")
+
+
+### NumWordsLearned
+m1.l = gam(NumWordsLearned ~ s(alpha) + s(beta), data=data)
+summary(m1.l)
+
+m2.l = gam(NumWordsLearned ~ s(beta), data=data)
+summary(m2.l)
+
+compareML(m1.l, m2.l)
+#m2 preferred
+
+m3.l = gam(NumWordsLearned ~ te(alpha, beta), data=data)
+summary(m3.l)
+
+compareML(m2.l, m3.l)
+#m2 preferred
+
+vis.gam(m1.l, plot.type="contour", color="topo", main="NumWordsLearned")
+#note: this plot shows a model which is not justified because m2 is preferred.
+#it still is interesting, though.
+
+#explains the rather strange gam fit
+hist(data$NumWordsLearned, main="Histogram of NumWordsLearned",
+     xlab="NumWordsLearned")
+
+
+### model criticism
+qqnorm(m1.g$residuals)
+qqnorm(m1.w$residuals)
+qqnorm(m1.n$residuals)
+# mostly ok
+
+acf(resid(m1.g))
+acf(resid(m1.w))
+acf(resid(m1.n))
+# ok
+
+
+########################################################################################
+####                            OTHER ANALYSIS SNIPPETS
+########################################################################################
+
+
+
+#0. preprocessing
+monkeydat$GeneralAccuracy = as.numeric(monkeydat$GeneralAccuracy)
+monkeydat$WordAccuracy = as.numeric(monkeydat$WordAccuracy)
+monkeydat$NonwordAccuracy = as.numeric(monkeydat$NonwordAccuracy)
+monkeydat$NumTrials = as.numeric(monkeydat$NumTrials)
+monkeydat$NumWordsLearned = as.numeric(monkeydat$NumWordsLearned)
+monkeydat$NumNonwordsPresented = as.numeric(monkeydat$NumNonwordsPresented)
+
+
+#1. chance level
+chance.level <- r / 2
+chance.level
+
+max.accuracy <- 1-chance.level
+max.accuracy
+
+max(data$GeneralAccuracy)
+max(data$WordAccuracy)
+max(data$NonwordAccuracy)
+
+
+#2. correlations
+#interesting to look at (& to write in the paper):
+cor(data$WordAccuracy, data$NonwordAccuracy)
+cor(monkeydat$WordAccuracy, monkeydat$NonwordAccuracy)
+#why is this correlation so different???
+
+cor(data$GeneralAccuracy, data$NonwordAccuracy)
+cor(monkeydat$GeneralAccuracy, monkeydat$NonwordAccuracy)
+
+cor(data$GeneralAccuracy, data$WordAccuracy)
+cor(monkeydat$GeneralAccuracy, monkeydat$NonwordAccuracy)
+
+
+#3. linear model
+#fitting a linear model:
+m1 = lm(GeneralAccuracy ~ alpha, data=data)
+summary(m1)
+
+m2 = lm(GeneralAccuracy ~ alpha + beta, data=data)
+summary(m2)
+
+anova(m1, m2)
+
+m3 = lm(GeneralAccuracy ~ alpha * beta, data=data)
+summary(m3)
+
+anova(m2, m3)
+
+
+########################################################################################
+####                            EXPORT RESULTS TO LaTeX
+########################################################################################
+
+
+data.rounded = data
+data.rounded$alpha = round(data.rounded$alpha, 3)
+data.rounded$beta = round(data.rounded$beta, 3)
+data.rounded$GeneralAccuracy = round(data.rounded$GeneralAccuracy, 2)
+data.rounded$WordAccuracy = round(data.rounded$WordAccuracy, 2)
+data.rounded$NonwordAccuracy = round(data.rounded$NonwordAccuracy, 2)
+rownames(data.rounded) = NULL
+colnames(data.rounded)[3] = "#Trials"
+colnames(data.rounded)[4] = "#LearnedW"
+colnames(data.rounded)[5] = "#PresW"
+colnames(data.rounded)[6] = "GenAcc"
+colnames(data.rounded)[7] = "WAcc"
+colnames(data.rounded)[8] = "NWAcc"
+View(data.rounded)
+
+xtable(data.rounded[1:40, ])
+xtable(data.rounded[41:80, ])
+xtable(data.rounded[81:120, ])
+
+# EOF
+
+
+\end{lstlisting}
+\newpage
\ No newline at end of file
diff --git a/07_final_assignment/paper/main.bcf b/07_final_assignment/paper/main.bcf
new file mode 100644
index 0000000..5782455
--- /dev/null
+++ b/07_final_assignment/paper/main.bcf
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+    <bcf:option datatype="boolean">useshortauthor</bcf:option>
+    <bcf:option datatype="boolean">useshorteditor</bcf:option>
+    <bcf:option datatype="boolean">usewith</bcf:option>
+    <bcf:option datatype="boolean">usewriter</bcf:option>
+    <bcf:option datatype="boolean">useproducer</bcf:option>
+    <bcf:option datatype="boolean">useexecproducer</bcf:option>
+    <bcf:option datatype="boolean">usedirector</bcf:option>
+    <bcf:option datatype="boolean">debug</bcf:option>
+    <bcf:option datatype="boolean">loadfiles</bcf:option>
+    <bcf:option datatype="boolean">safeinputenc</bcf:option>
+    <bcf:option datatype="boolean">sortcase</bcf:option>
+    <bcf:option datatype="boolean">sortupper</bcf:option>
+    <bcf:option datatype="boolean">terseinits</bcf:option>
+    <bcf:option datatype="boolean">firstinits</bcf:option>
+    <bcf:option datatype="boolean">sortfirstinits</bcf:option>
+    <bcf:option datatype="boolean">giveninits</bcf:option>
+    <bcf:option datatype="boolean">sortgiveninits</bcf:option>
+    <bcf:option datatype="boolean">abbreviate</bcf:option>
+    <bcf:option datatype="boolean">dateabbrev</bcf:option>
+    <bcf:option datatype="boolean">clearlang</bcf:option>
+    <bcf:option datatype="boolean">indexing</bcf:option>
+    <bcf:option datatype="boolean">sortcites</bcf:option>
+    <bcf:option datatype="boolean">hyperref</bcf:option>
+    <bcf:option datatype="boolean">backref</bcf:option>
+    <bcf:option datatype="boolean">pagetracker</bcf:option>
+    <bcf:option datatype="boolean">citecounter</bcf:option>
+    <bcf:option datatype="boolean">citetracker</bcf:option>
+    <bcf:option datatype="boolean">ibidtracker</bcf:option>
+    <bcf:option datatype="boolean">idemtracker</bcf:option>
+    <bcf:option datatype="boolean">opcittracker</bcf:option>
+    <bcf:option datatype="boolean">loccittracker</bcf:option>
+    <bcf:option datatype="boolean">parentracker</bcf:option>
+    <bcf:option datatype="boolean">datezeros</bcf:option>
+    <bcf:option datatype="boolean">autopunct</bcf:option>
+    <bcf:option datatype="boolean">punctfont</bcf:option>
+    <bcf:option datatype="boolean">labelnumber</bcf:option>
+    <bcf:option datatype="boolean">labelalpha</bcf:option>
+    <bcf:option datatype="boolean">labeltitle</bcf:option>
+    <bcf:option datatype="boolean">labeltitleyear</bcf:option>
+    <bcf:option datatype="boolean">labeldate</bcf:option>
+    <bcf:option datatype="boolean">labelyear</bcf:option>
+    <bcf:option datatype="boolean">uniquelist</bcf:option>
+    <bcf:option datatype="boolean">uniquename</bcf:option>
+    <bcf:option datatype="boolean">singletitle</bcf:option>
+    <bcf:option datatype="boolean">defernumbers</bcf:option>
+    <bcf:option datatype="boolean">bibwarn</bcf:option>
+    <bcf:option datatype="boolean">useprefix</bcf:option>
+    <bcf:option datatype="boolean">defernums</bcf:option>
+    <bcf:option datatype="boolean">isbn</bcf:option>
+    <bcf:option datatype="boolean">url</bcf:option>
+    <bcf:option datatype="boolean">doi</bcf:option>
+    <bcf:option datatype="boolean">eprint</bcf:option>
+    <bcf:option datatype="boolean">related</bcf:option>
+    <bcf:option datatype="boolean">apamaxprtauth</bcf:option>
+    <bcf:option datatype="boolean">apabackref</bcf:option>
+    <bcf:option datatype="boolean">dashed</bcf:option>
+    <bcf:option datatype="integer">mincrossrefs</bcf:option>
+    <bcf:option datatype="integer">maxnames</bcf:option>
+    <bcf:option datatype="integer">minnames</bcf:option>
+    <bcf:option datatype="integer">maxbibnames</bcf:option>
+    <bcf:option datatype="integer">minbibnames</bcf:option>
+    <bcf:option datatype="integer">maxcitenames</bcf:option>
+    <bcf:option datatype="integer">mincitenames</bcf:option>
+    <bcf:option datatype="integer">maxitems</bcf:option>
+    <bcf:option datatype="integer">minitems</bcf:option>
+    <bcf:option datatype="integer">maxalphanames</bcf:option>
+    <bcf:option datatype="integer">minalphanames</bcf:option>
+    <bcf:option datatype="integer">maxparens</bcf:option>
+  </bcf:optionscope>
+  <bcf:optionscope type="ENTRYTYPE">
+    <bcf:option datatype="string">alphaothers</bcf:option>
+    <bcf:option datatype="string">sortalphaothers</bcf:option>
+    <bcf:option datatype="string">presort</bcf:option>
+    <bcf:option datatype="boolean">useafterword</bcf:option>
+    <bcf:option datatype="boolean">useannotator</bcf:option>
+    <bcf:option datatype="boolean">useauthor</bcf:option>
+    <bcf:option datatype="boolean">usebookauthor</bcf:option>
+    <bcf:option datatype="boolean">usecommentator</bcf:option>
+    <bcf:option datatype="boolean">useeditor</bcf:option>
+    <bcf:option datatype="boolean">useeditora</bcf:option>
+    <bcf:option datatype="boolean">useeditorb</bcf:option>
+    <bcf:option datatype="boolean">useeditorc</bcf:option>
+    <bcf:option datatype="boolean">useforeword</bcf:option>
+    <bcf:option datatype="boolean">useholder</bcf:option>
+    <bcf:option datatype="boolean">useintroduction</bcf:option>
+    <bcf:option datatype="boolean">usenamea</bcf:option>
+    <bcf:option datatype="boolean">usenameb</bcf:option>
+    <bcf:option datatype="boolean">usenamec</bcf:option>
+    <bcf:option datatype="boolean">usetranslator</bcf:option>
+    <bcf:option datatype="boolean">useshortauthor</bcf:option>
+    <bcf:option datatype="boolean">useshorteditor</bcf:option>
+    <bcf:option datatype="boolean">usewith</bcf:option>
+    <bcf:option datatype="boolean">usewriter</bcf:option>
+    <bcf:option datatype="boolean">useproducer</bcf:option>
+    <bcf:option datatype="boolean">useexecproducer</bcf:option>
+    <bcf:option datatype="boolean">usedirector</bcf:option>
+    <bcf:option datatype="boolean">indexing</bcf:option>
+    <bcf:option datatype="boolean">labelnumber</bcf:option>
+    <bcf:option datatype="boolean">labelalpha</bcf:option>
+    <bcf:option datatype="boolean">labeltitle</bcf:option>
+    <bcf:option datatype="boolean">labeltitleyear</bcf:option>
+    <bcf:option datatype="boolean">labeldate</bcf:option>
+    <bcf:option datatype="boolean">labelyear</bcf:option>
+    <bcf:option datatype="boolean">uniquelist</bcf:option>
+    <bcf:option datatype="boolean">uniquename</bcf:option>
+    <bcf:option datatype="boolean">singletitle</bcf:option>
+    <bcf:option datatype="boolean">useprefix</bcf:option>
+    <bcf:option datatype="boolean">skipbib</bcf:option>
+    <bcf:option datatype="boolean">skiplos</bcf:option>
+    <bcf:option datatype="boolean">skipbiblist</bcf:option>
+    <bcf:option datatype="boolean">skiplab</bcf:option>
+    <bcf:option datatype="boolean">dataonly</bcf:option>
+    <bcf:option datatype="xml">labelalphatemplate</bcf:option>
+    <bcf:option datatype="xml">sortexclusion</bcf:option>
+    <bcf:option datatype="xml">labelnamespec</bcf:option>
+    <bcf:option datatype="xml">labeltitlespec</bcf:option>
+    <bcf:option datatype="xml">labeldatespec</bcf:option>
+    <bcf:option datatype="integer">maxnames</bcf:option>
+    <bcf:option datatype="integer">minnames</bcf:option>
+    <bcf:option datatype="integer">maxbibnames</bcf:option>
+    <bcf:option datatype="integer">minbibnames</bcf:option>
+    <bcf:option datatype="integer">maxcitenames</bcf:option>
+    <bcf:option datatype="integer">mincitenames</bcf:option>
+    <bcf:option datatype="integer">maxitems</bcf:option>
+    <bcf:option datatype="integer">minitems</bcf:option>
+    <bcf:option datatype="integer">maxalphanames</bcf:option>
+    <bcf:option datatype="integer">minalphanames</bcf:option>
+  </bcf:optionscope>
+  <bcf:optionscope type="ENTRY">
+    <bcf:option datatype="boolean">useafterword</bcf:option>
+    <bcf:option datatype="boolean">useannotator</bcf:option>
+    <bcf:option datatype="boolean">useauthor</bcf:option>
+    <bcf:option datatype="boolean">usebookauthor</bcf:option>
+    <bcf:option datatype="boolean">usecommentator</bcf:option>
+    <bcf:option datatype="boolean">useeditor</bcf:option>
+    <bcf:option datatype="boolean">useeditora</bcf:option>
+    <bcf:option datatype="boolean">useeditorb</bcf:option>
+    <bcf:option datatype="boolean">useeditorc</bcf:option>
+    <bcf:option datatype="boolean">useforeword</bcf:option>
+    <bcf:option datatype="boolean">useholder</bcf:option>
+    <bcf:option datatype="boolean">useintroduction</bcf:option>
+    <bcf:option datatype="boolean">usenamea</bcf:option>
+    <bcf:option datatype="boolean">usenameb</bcf:option>
+    <bcf:option datatype="boolean">usenamec</bcf:option>
+    <bcf:option datatype="boolean">usetranslator</bcf:option>
+    <bcf:option datatype="boolean">useshortauthor</bcf:option>
+    <bcf:option datatype="boolean">useshorteditor</bcf:option>
+    <bcf:option datatype="boolean">usewith</bcf:option>
+    <bcf:option datatype="boolean">usewriter</bcf:option>
+    <bcf:option datatype="boolean">useproducer</bcf:option>
+    <bcf:option datatype="boolean">useexecproducer</bcf:option>
+    <bcf:option datatype="boolean">usedirector</bcf:option>
+    <bcf:option datatype="boolean">indexing</bcf:option>
+    <bcf:option datatype="boolean">uniquelist</bcf:option>
+    <bcf:option datatype="boolean">uniquename</bcf:option>
+    <bcf:option datatype="boolean">useprefix</bcf:option>
+    <bcf:option datatype="boolean">skipbib</bcf:option>
+    <bcf:option datatype="boolean">skiplos</bcf:option>
+    <bcf:option datatype="boolean">skipbiblist</bcf:option>
+    <bcf:option datatype="boolean">skiplab</bcf:option>
+    <bcf:option datatype="boolean">dataonly</bcf:option>
+    <bcf:option datatype="string">sortnamekeyscheme</bcf:option>
+    <bcf:option datatype="string">presort</bcf:option>
+    <bcf:option datatype="integer">maxnames</bcf:option>
+    <bcf:option datatype="integer">minnames</bcf:option>
+    <bcf:option datatype="integer">maxbibnames</bcf:option>
+    <bcf:option datatype="integer">minbibnames</bcf:option>
+    <bcf:option datatype="integer">maxcitenames</bcf:option>
+    <bcf:option datatype="integer">mincitenames</bcf:option>
+    <bcf:option datatype="integer">maxitems</bcf:option>
+    <bcf:option datatype="integer">minitems</bcf:option>
+    <bcf:option datatype="integer">maxalphanames</bcf:option>
+    <bcf:option datatype="integer">minalphanames</bcf:option>
+  </bcf:optionscope>
+  <bcf:optionscope type="NAMELIST">
+    <bcf:option datatype="boolean">useprefix</bcf:option>
+    <bcf:option datatype="string">sortnamekeyscheme</bcf:option>
+  </bcf:optionscope>
+  <bcf:optionscope type="NAME">
+    <bcf:option datatype="boolean">useprefix</bcf:option>
+    <bcf:option datatype="string">sortnamekeyscheme</bcf:option>
+  </bcf:optionscope>
+  <!-- SOURCEMAP -->
+  <bcf:sourcemap>
+    <bcf:maps datatype="bibtex" level="style">
+      <bcf:map>
+        <bcf:map_step map_field_source="year" map_final="1"/>
+        <bcf:map_step map_field_set="pubstate" map_null="1"/>
+      </bcf:map>
+      <bcf:map>
+        <bcf:map_step map_field_source="date" map_final="1"/>
+        <bcf:map_step map_field_set="pubstate" map_null="1"/>
+      </bcf:map>
+    </bcf:maps>
+    <bcf:maps datatype="bibtex" level="driver">
+      <bcf:map>
+        <bcf:map_step map_field_set="day" map_null="1"/>
+      </bcf:map>
+      <bcf:map>
+        <bcf:map_step map_type_source="conference" map_type_target="inproceedings"/>
+        <bcf:map_step map_type_source="electronic" map_type_target="online"/>
+        <bcf:map_step map_type_source="www" map_type_target="online"/>
+      </bcf:map>
+      <bcf:map>
+        <bcf:map_step map_type_source="mastersthesis" map_type_target="thesis" map_final="1"/>
+        <bcf:map_step map_field_set="type" map_field_value="mathesis"/>
+      </bcf:map>
+      <bcf:map>
+        <bcf:map_step map_type_source="phdthesis" map_type_target="thesis" map_final="1"/>
+        <bcf:map_step map_field_set="type" map_field_value="phdthesis"/>
+      </bcf:map>
+      <bcf:map>
+        <bcf:map_step map_type_source="techreport" map_type_target="report" map_final="1"/>
+        <bcf:map_step map_field_set="type" map_field_value="techreport"/>
+      </bcf:map>
+      <bcf:map>
+        <bcf:map_step map_field_source="hyphenation" map_field_target="langid"/>
+        <bcf:map_step map_field_source="address" map_field_target="location"/>
+        <bcf:map_step map_field_source="school" map_field_target="institution"/>
+        <bcf:map_step map_field_source="annote" map_field_target="annotation"/>
+        <bcf:map_step map_field_source="archiveprefix" map_field_target="eprinttype"/>
+        <bcf:map_step map_field_source="journal" map_field_target="journaltitle"/>
+        <bcf:map_step map_field_source="primaryclass" map_field_target="eprintclass"/>
+        <bcf:map_step map_field_source="key" map_field_target="sortkey"/>
+        <bcf:map_step map_field_source="pdf" map_field_target="file"/>
+      </bcf:map>
+    </bcf:maps>
+    <bcf:maps datatype="ris" level="driver">
+      <bcf:map>
+        <bcf:map_step map_type_source="ART" map_type_target="artwork"/>
+        <bcf:map_step map_type_source="BILL" map_type_target="jurisdiction"/>
+        <bcf:map_step map_type_source="BOOK" map_type_target="book"/>
+        <bcf:map_step map_type_source="CHAP" map_type_target="inbook"/>
+        <bcf:map_step map_type_source="COMP" map_type_target="software"/>
+        <bcf:map_step map_type_source="CONF" map_type_target="proceedings"/>
+        <bcf:map_step map_type_source="GEN" map_type_target="misc"/>
+        <bcf:map_step map_type_source="JFULL" map_type_target="article"/>
+        <bcf:map_step map_type_source="JOUR" map_type_target="article"/>
+        <bcf:map_step map_type_source="MGZN" map_type_target="misc"/>
+        <bcf:map_step map_type_source="MPCT" map_type_target="movie"/>
+        <bcf:map_step map_type_source="NEWS" map_type_target="misc"/>
+        <bcf:map_step map_type_source="PAMP" map_type_target="misc"/>
+        <bcf:map_step map_type_source="PAT" map_type_target="patent"/>
+        <bcf:map_step map_type_source="PCOMM" map_type_target="misc"/>
+        <bcf:map_step map_type_source="RPRT" map_type_target="report"/>
+        <bcf:map_step map_type_source="SER" map_type_target="misc"/>
+        <bcf:map_step map_type_source="SLIDE" map_type_target="misc"/>
+        <bcf:map_step map_type_source="SOUND" map_type_target="audio"/>
+        <bcf:map_step map_type_source="STAT" map_type_target="legal"/>
+        <bcf:map_step map_type_source="THES" map_type_target="thesis"/>
+        <bcf:map_step map_type_source="UNBILL" map_type_target="jurisdiction"/>
+        <bcf:map_step map_type_source="UNPB" map_type_target="unpublished"/>
+      </bcf:map>
+      <bcf:map>
+        <bcf:map_step map_field_source="Y1" map_field_target="date"/>
+        <bcf:map_step map_field_source="PY" map_field_target="date"/>
+        <bcf:map_step map_field_source="Y2" map_field_target="eventdate"/>
+        <bcf:map_step map_field_source="A1" map_field_target="author"/>
+        <bcf:map_step map_field_source="AU" map_field_target="author"/>
+        <bcf:map_step map_field_source="A2" map_field_target="editor"/>
+        <bcf:map_step map_field_source="A3" map_field_target="editor"/>
+        <bcf:map_step map_field_source="ED" map_field_target="editor"/>
+        <bcf:map_step map_field_source="SPEP" map_field_target="pages"/>
+        <bcf:map_step map_field_source="N1" map_field_target="note"/>
+        <bcf:map_step map_field_source="N2" map_field_target="abstract"/>
+        <bcf:map_step map_field_source="AB" map_field_target="abstract"/>
+        <bcf:map_step map_field_source="JO" map_field_target="journaltitle"/>
+        <bcf:map_step map_field_source="JF" map_field_target="journaltitle"/>
+        <bcf:map_step map_field_source="JA" map_field_target="shortjournal"/>
+        <bcf:map_step map_field_source="VL" map_field_target="volume"/>
+        <bcf:map_step map_field_source="IS" map_field_target="issue"/>
+        <bcf:map_step map_field_source="CP" map_field_target="issue"/>
+        <bcf:map_step map_field_source="CY" map_field_target="location"/>
+        <bcf:map_step map_field_source="SN" map_field_target="isbn"/>
+        <bcf:map_step map_field_source="PB" map_field_target="publisher"/>
+        <bcf:map_step map_field_source="KW" map_field_target="keywords"/>
+        <bcf:map_step map_field_source="TI" map_field_target="title"/>
+        <bcf:map_step map_field_source="U1" map_field_target="usera"/>
+        <bcf:map_step map_field_source="U2" map_field_target="userb"/>
+        <bcf:map_step map_field_source="U3" map_field_target="userc"/>
+        <bcf:map_step map_field_source="U4" map_field_target="userd"/>
+        <bcf:map_step map_field_source="U5" map_field_target="usere"/>
+        <bcf:map_step map_field_source="UR" map_field_target="url"/>
+        <bcf:map_step map_field_source="L1" map_field_target="file"/>
+      </bcf:map>
+    </bcf:maps>
+  </bcf:sourcemap>
+  <!-- LABELALPHA TEMPLATE -->
+  <bcf:labelalphatemplate type="global">
+    <bcf:labelelement order="1">
+      <bcf:labelpart final="1">shorthand</bcf:labelpart>
+      <bcf:labelpart>label</bcf:labelpart>
+      <bcf:labelpart substring_width="3" substring_side="left" ifnamecount="1" substring_pcompound="1">labelname</bcf:labelpart>
+      <bcf:labelpart substring_width="1" substring_side="left" substring_pcompound="1">labelname</bcf:labelpart>
+    </bcf:labelelement>
+    <bcf:labelelement order="2">
+      <bcf:labelpart substring_width="2" substring_side="right">year</bcf:labelpart>
+    </bcf:labelelement>
+  </bcf:labelalphatemplate>
+  <!-- INHERITANCE -->
+  <bcf:inheritance>
+    <bcf:defaults inherit_all="true" override_target="false">
+    </bcf:defaults>
+    <bcf:inherit>
+      <bcf:type_pair source="mvbook" target="inbook"/>
+      <bcf:type_pair source="mvbook" target="bookinbook"/>
+      <bcf:type_pair source="mvbook" target="suppbook"/>
+      <bcf:type_pair source="book" target="inbook"/>
+      <bcf:type_pair source="book" target="bookinbook"/>
+      <bcf:type_pair source="book" target="suppbook"/>
+      <bcf:field source="author" target="author"/>
+      <bcf:field source="author" target="bookauthor"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="mvbook" target="book"/>
+      <bcf:type_pair source="mvbook" target="inbook"/>
+      <bcf:type_pair source="mvbook" target="bookinbook"/>
+      <bcf:type_pair source="mvbook" target="suppbook"/>
+      <bcf:field source="title" target="maintitle"/>
+      <bcf:field source="subtitle" target="mainsubtitle"/>
+      <bcf:field source="titleaddon" target="maintitleaddon"/>
+      <bcf:field source="shorttitle" skip="true"/>
+      <bcf:field source="sorttitle" skip="true"/>
+      <bcf:field source="indextitle" skip="true"/>
+      <bcf:field source="indexsorttitle" skip="true"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="mvcollection" target="collection"/>
+      <bcf:type_pair source="mvcollection" target="reference"/>
+      <bcf:type_pair source="mvcollection" target="incollection"/>
+      <bcf:type_pair source="mvcollection" target="inreference"/>
+      <bcf:type_pair source="mvcollection" target="suppcollection"/>
+      <bcf:type_pair source="mvreference" target="collection"/>
+      <bcf:type_pair source="mvreference" target="reference"/>
+      <bcf:type_pair source="mvreference" target="incollection"/>
+      <bcf:type_pair source="mvreference" target="inreference"/>
+      <bcf:type_pair source="mvreference" target="suppcollection"/>
+      <bcf:field source="title" target="maintitle"/>
+      <bcf:field source="subtitle" target="mainsubtitle"/>
+      <bcf:field source="titleaddon" target="maintitleaddon"/>
+      <bcf:field source="shorttitle" skip="true"/>
+      <bcf:field source="sorttitle" skip="true"/>
+      <bcf:field source="indextitle" skip="true"/>
+      <bcf:field source="indexsorttitle" skip="true"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="mvproceedings" target="proceedings"/>
+      <bcf:type_pair source="mvproceedings" target="inproceedings"/>
+      <bcf:field source="title" target="maintitle"/>
+      <bcf:field source="subtitle" target="mainsubtitle"/>
+      <bcf:field source="titleaddon" target="maintitleaddon"/>
+      <bcf:field source="shorttitle" skip="true"/>
+      <bcf:field source="sorttitle" skip="true"/>
+      <bcf:field source="indextitle" skip="true"/>
+      <bcf:field source="indexsorttitle" skip="true"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="book" target="inbook"/>
+      <bcf:type_pair source="book" target="bookinbook"/>
+      <bcf:type_pair source="book" target="suppbook"/>
+      <bcf:field source="title" target="booktitle"/>
+      <bcf:field source="subtitle" target="booksubtitle"/>
+      <bcf:field source="titleaddon" target="booktitleaddon"/>
+      <bcf:field source="shorttitle" skip="true"/>
+      <bcf:field source="sorttitle" skip="true"/>
+      <bcf:field source="indextitle" skip="true"/>
+      <bcf:field source="indexsorttitle" skip="true"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="collection" target="incollection"/>
+      <bcf:type_pair source="collection" target="inreference"/>
+      <bcf:type_pair source="collection" target="suppcollection"/>
+      <bcf:type_pair source="reference" target="incollection"/>
+      <bcf:type_pair source="reference" target="inreference"/>
+      <bcf:type_pair source="reference" target="suppcollection"/>
+      <bcf:field source="title" target="booktitle"/>
+      <bcf:field source="subtitle" target="booksubtitle"/>
+      <bcf:field source="titleaddon" target="booktitleaddon"/>
+      <bcf:field source="shorttitle" skip="true"/>
+      <bcf:field source="sorttitle" skip="true"/>
+      <bcf:field source="indextitle" skip="true"/>
+      <bcf:field source="indexsorttitle" skip="true"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="proceedings" target="inproceedings"/>
+      <bcf:field source="title" target="booktitle"/>
+      <bcf:field source="subtitle" target="booksubtitle"/>
+      <bcf:field source="titleaddon" target="booktitleaddon"/>
+      <bcf:field source="shorttitle" skip="true"/>
+      <bcf:field source="sorttitle" skip="true"/>
+      <bcf:field source="indextitle" skip="true"/>
+      <bcf:field source="indexsorttitle" skip="true"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="periodical" target="article"/>
+      <bcf:type_pair source="periodical" target="suppperiodical"/>
+      <bcf:field source="title" target="journaltitle"/>
+      <bcf:field source="subtitle" target="journalsubtitle"/>
+      <bcf:field source="shorttitle" skip="true"/>
+      <bcf:field source="sorttitle" skip="true"/>
+      <bcf:field source="indextitle" skip="true"/>
+      <bcf:field source="indexsorttitle" skip="true"/>
+    </bcf:inherit>
+    <bcf:inherit>
+      <bcf:type_pair source="*" target="*"/>
+      <bcf:field source="ids" skip="true"/>
+      <bcf:field source="crossref" skip="true"/>
+      <bcf:field source="xref" skip="true"/>
+      <bcf:field source="entryset" skip="true"/>
+      <bcf:field source="entrysubtype" skip="true"/>
+      <bcf:field source="execute" skip="true"/>
+      <bcf:field source="label" skip="true"/>
+      <bcf:field source="options" skip="true"/>
+      <bcf:field source="presort" skip="true"/>
+      <bcf:field source="related" skip="true"/>
+      <bcf:field source="relatedoptions" skip="true"/>
+      <bcf:field source="relatedstring" skip="true"/>
+      <bcf:field source="relatedtype" skip="true"/>
+      <bcf:field source="shorthand" skip="true"/>
+      <bcf:field source="shorthandintro" skip="true"/>
+      <bcf:field source="sortkey" skip="true"/>
+    </bcf:inherit>
+  </bcf:inheritance>
+  <!-- SORTING NAME KEY -->
+  <bcf:sortingnamekey keyscheme="global">
+    <bcf:keypart order="1">
+      <bcf:part type="namepart" order="1" use="1">prefix</bcf:part>
+    </bcf:keypart>
+    <bcf:keypart order="2">
+      <bcf:part type="namepart" order="1">family</bcf:part>
+    </bcf:keypart>
+    <bcf:keypart order="3">
+      <bcf:part type="namepart" order="1">given</bcf:part>
+    </bcf:keypart>
+    <bcf:keypart order="4">
+      <bcf:part type="namepart" order="1">suffix</bcf:part>
+    </bcf:keypart>
+    <bcf:keypart order="5">
+      <bcf:part type="namepart" order="1" use="0">prefix</bcf:part>
+    </bcf:keypart>
+  </bcf:sortingnamekey>
+  <!-- SORTING -->
+  <bcf:sorting>
+    <bcf:presort>mm</bcf:presort>
+    <bcf:sort order="1">
+      <bcf:sortitem order="1">presort</bcf:sortitem>
+    </bcf:sort>
+    <bcf:sort order="2" final="1">
+      <bcf:sortitem order="1">sortkey</bcf:sortitem>
+    </bcf:sort>
+    <bcf:sort order="3">
+      <bcf:sortitem order="1">sortname</bcf:sortitem>
+      <bcf:sortitem order="2">author</bcf:sortitem>
+      <bcf:sortitem order="3">editor</bcf:sortitem>
+      <bcf:sortitem order="4">translator</bcf:sortitem>
+      <bcf:sortitem order="5">sorttitle</bcf:sortitem>
+      <bcf:sortitem order="6">title</bcf:sortitem>
+    </bcf:sort>
+    <bcf:sort order="4">
+      <bcf:sortitem order="1">sortyear</bcf:sortitem>
+      <bcf:sortitem order="2">year</bcf:sortitem>
+    </bcf:sort>
+    <bcf:sort order="5">
+      <bcf:sortitem order="1">sorttitle</bcf:sortitem>
+      <bcf:sortitem order="2">title</bcf:sortitem>
+    </bcf:sort>
+    <bcf:sort order="6">
+      <bcf:sortitem order="1" pad_side="left" pad_width="4" pad_char="0">volume</bcf:sortitem>
+      <bcf:sortitem order="2">0000</bcf:sortitem>
+    </bcf:sort>
+  </bcf:sorting>
+  <!-- DATA MODEL -->
+  <bcf:datamodel>
+    <bcf:constants>
+      <bcf:constant type="list" name="gender">sf,sm,sn,pf,pm,pn,pp</bcf:constant>
+      <bcf:constant type="list" name="nameparts">prefix,family,suffix,given</bcf:constant>
+      <bcf:constant type="list" name="optiondatatypes">boolean,integer,string,xml</bcf:constant>
+    </bcf:constants>
+    <bcf:entrytypes>
+      <bcf:entrytype>article</bcf:entrytype>
+      <bcf:entrytype>artwork</bcf:entrytype>
+      <bcf:entrytype>audio</bcf:entrytype>
+      <bcf:entrytype>bibnote</bcf:entrytype>
+      <bcf:entrytype>book</bcf:entrytype>
+      <bcf:entrytype>bookinbook</bcf:entrytype>
+      <bcf:entrytype>booklet</bcf:entrytype>
+      <bcf:entrytype>collection</bcf:entrytype>
+      <bcf:entrytype>commentary</bcf:entrytype>
+      <bcf:entrytype>customa</bcf:entrytype>
+      <bcf:entrytype>customb</bcf:entrytype>
+      <bcf:entrytype>customc</bcf:entrytype>
+      <bcf:entrytype>customd</bcf:entrytype>
+      <bcf:entrytype>custome</bcf:entrytype>
+      <bcf:entrytype>customf</bcf:entrytype>
+      <bcf:entrytype>inbook</bcf:entrytype>
+      <bcf:entrytype>incollection</bcf:entrytype>
+      <bcf:entrytype>inproceedings</bcf:entrytype>
+      <bcf:entrytype>inreference</bcf:entrytype>
+      <bcf:entrytype>image</bcf:entrytype>
+      <bcf:entrytype>jurisdiction</bcf:entrytype>
+      <bcf:entrytype>legal</bcf:entrytype>
+      <bcf:entrytype>legislation</bcf:entrytype>
+      <bcf:entrytype>letter</bcf:entrytype>
+      <bcf:entrytype>manual</bcf:entrytype>
+      <bcf:entrytype>misc</bcf:entrytype>
+      <bcf:entrytype>movie</bcf:entrytype>
+      <bcf:entrytype>music</bcf:entrytype>
+      <bcf:entrytype>mvcollection</bcf:entrytype>
+      <bcf:entrytype>mvreference</bcf:entrytype>
+      <bcf:entrytype>mvbook</bcf:entrytype>
+      <bcf:entrytype>online</bcf:entrytype>
+      <bcf:entrytype>patent</bcf:entrytype>
+      <bcf:entrytype>performance</bcf:entrytype>
+      <bcf:entrytype>periodical</bcf:entrytype>
+      <bcf:entrytype>proceedings</bcf:entrytype>
+      <bcf:entrytype>reference</bcf:entrytype>
+      <bcf:entrytype>report</bcf:entrytype>
+      <bcf:entrytype>review</bcf:entrytype>
+      <bcf:entrytype>set</bcf:entrytype>
+      <bcf:entrytype>software</bcf:entrytype>
+      <bcf:entrytype>standard</bcf:entrytype>
+      <bcf:entrytype>suppbook</bcf:entrytype>
+      <bcf:entrytype>suppcollection</bcf:entrytype>
+      <bcf:entrytype>thesis</bcf:entrytype>
+      <bcf:entrytype>unpublished</bcf:entrytype>
+      <bcf:entrytype>video</bcf:entrytype>
+      <bcf:entrytype skip_output="true">xdata</bcf:entrytype>
+      <bcf:entrytype>letters</bcf:entrytype>
+      <bcf:entrytype>data</bcf:entrytype>
+      <bcf:entrytype>newsarticle</bcf:entrytype>
+    </bcf:entrytypes>
+    <bcf:fields>
+      <bcf:field fieldtype="field" datatype="datepart">month</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">year</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">day</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">endday</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">endmonth</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">eventday</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">eventendday</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">eventendmonth</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">eventmonth</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">eventyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">origday</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">origendday</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">origendmonth</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">origmonth</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">origyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">urlday</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">urlendday</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">urlendmonth</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">urlmonth</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart">urlyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">abstract</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">addendum</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">annotation</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">booksubtitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">booktitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">booktitleaddon</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">chapter</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">edition</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">eid</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">entrysubtype</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">eprintclass</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">eprinttype</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">eventtitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">eventtitleaddon</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">gender</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">howpublished</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">indexsorttitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">indextitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">isan</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">isbn</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">ismn</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">isrn</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">issn</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">issue</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">issuesubtitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">issuetitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">iswc</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">journalsubtitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">journaltitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">label</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">langid</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">langidopts</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">library</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">mainsubtitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">maintitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">maintitleaddon</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">nameaddon</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">note</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">number</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">origtitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">pagetotal</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">part</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">relatedstring</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">relatedtype</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">reprinttitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">series</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">shorthandintro</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">subtitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">title</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">titleaddon</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">usera</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">userb</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">userc</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">userd</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">usere</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">userf</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">venue</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">version</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">volume</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">volumes</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" label="true">shorthand</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" label="true">shortjournal</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" label="true">shortseries</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" label="true">shorttitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart" nullok="true">urlendyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart" nullok="true">endyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart" nullok="true">eventendyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="datepart" nullok="true">origendyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" skip_output="true">sorttitle</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" skip_output="true">sortshorthand</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" skip_output="true">sortyear</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" skip_output="true">sortkey</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal" skip_output="true">presort</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">institution</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">lista</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">listb</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">listc</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">listd</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">liste</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">listf</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">location</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">organization</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">origlocation</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">origpublisher</bcf:field>
+      <bcf:field fieldtype="list" datatype="literal">publisher</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">afterword</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">annotator</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">author</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">bookauthor</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">commentator</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">editor</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">editora</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">editorb</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">editorc</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">foreword</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">holder</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">introduction</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">namea</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">nameb</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">namec</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">translator</bcf:field>
+      <bcf:field fieldtype="list" datatype="name" label="true">shortauthor</bcf:field>
+      <bcf:field fieldtype="list" datatype="name" label="true">shorteditor</bcf:field>
+      <bcf:field fieldtype="list" datatype="name" skip_output="true">sortname</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">authortype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">editoratype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">editorbtype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">editorctype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">editortype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">bookpagination</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">nameatype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">namebtype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">namectype</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">origlanguage</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">pagination</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">pubstate</bcf:field>
+      <bcf:field fieldtype="field" datatype="key">type</bcf:field>
+      <bcf:field fieldtype="list" datatype="key">language</bcf:field>
+      <bcf:field fieldtype="field" datatype="entrykey">crossref</bcf:field>
+      <bcf:field fieldtype="field" datatype="entrykey">xref</bcf:field>
+      <bcf:field fieldtype="field" datatype="date" skip_output="true">date</bcf:field>
+      <bcf:field fieldtype="field" datatype="date" skip_output="true">eventdate</bcf:field>
+      <bcf:field fieldtype="field" datatype="date" skip_output="true">origdate</bcf:field>
+      <bcf:field fieldtype="field" datatype="date" skip_output="true">urldate</bcf:field>
+      <bcf:field fieldtype="field" datatype="verbatim">doi</bcf:field>
+      <bcf:field fieldtype="field" datatype="verbatim">eprint</bcf:field>
+      <bcf:field fieldtype="field" datatype="verbatim">file</bcf:field>
+      <bcf:field fieldtype="field" datatype="verbatim">verba</bcf:field>
+      <bcf:field fieldtype="field" datatype="verbatim">verbb</bcf:field>
+      <bcf:field fieldtype="field" datatype="verbatim">verbc</bcf:field>
+      <bcf:field fieldtype="field" datatype="uri">url</bcf:field>
+      <bcf:field fieldtype="field" format="xsv" datatype="entrykey" skip_output="true">xdata</bcf:field>
+      <bcf:field fieldtype="field" format="xsv" datatype="entrykey" skip_output="true">ids</bcf:field>
+      <bcf:field fieldtype="field" format="xsv" datatype="entrykey" skip_output="true">entryset</bcf:field>
+      <bcf:field fieldtype="field" format="xsv" datatype="entrykey">related</bcf:field>
+      <bcf:field fieldtype="field" format="xsv" datatype="keyword">keywords</bcf:field>
+      <bcf:field fieldtype="field" format="xsv" datatype="option" skip_output="true">options</bcf:field>
+      <bcf:field fieldtype="field" format="xsv" datatype="option" skip_output="true">relatedoptions</bcf:field>
+      <bcf:field fieldtype="field" datatype="range">pages</bcf:field>
+      <bcf:field fieldtype="field" datatype="code">execute</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">with</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">writer</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">producer</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">execproducer</bcf:field>
+      <bcf:field fieldtype="list" datatype="name">director</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">abstractloc</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">doubtfulauthor</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">doubtfuldate</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">titleisdescription</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">newspaper</bcf:field>
+      <bcf:field fieldtype="field" datatype="literal">urldescription</bcf:field>
+      <bcf:field fieldtype="field" datatype="verbatim">abstracturl</bcf:field>
+    </bcf:fields>
+    <bcf:entryfields>
+      <bcf:field>abstract</bcf:field>
+      <bcf:field>annotation</bcf:field>
+      <bcf:field>authortype</bcf:field>
+      <bcf:field>bookpagination</bcf:field>
+      <bcf:field>crossref</bcf:field>
+      <bcf:field>entryset</bcf:field>
+      <bcf:field>entrysubtype</bcf:field>
+      <bcf:field>execute</bcf:field>
+      <bcf:field>file</bcf:field>
+      <bcf:field>gender</bcf:field>
+      <bcf:field>ids</bcf:field>
+      <bcf:field>indextitle</bcf:field>
+      <bcf:field>indexsorttitle</bcf:field>
+      <bcf:field>isan</bcf:field>
+      <bcf:field>ismn</bcf:field>
+      <bcf:field>iswc</bcf:field>
+      <bcf:field>keywords</bcf:field>
+      <bcf:field>label</bcf:field>
+      <bcf:field>langid</bcf:field>
+      <bcf:field>langidopts</bcf:field>
+      <bcf:field>library</bcf:field>
+      <bcf:field>lista</bcf:field>
+      <bcf:field>listb</bcf:field>
+      <bcf:field>listc</bcf:field>
+      <bcf:field>listd</bcf:field>
+      <bcf:field>liste</bcf:field>
+      <bcf:field>listf</bcf:field>
+      <bcf:field>nameaddon</bcf:field>
+      <bcf:field>options</bcf:field>
+      <bcf:field>origday</bcf:field>
+      <bcf:field>origendday</bcf:field>
+      <bcf:field>origendmonth</bcf:field>
+      <bcf:field>origendyear</bcf:field>
+      <bcf:field>origmonth</bcf:field>
+      <bcf:field>origyear</bcf:field>
+      <bcf:field>origlocation</bcf:field>
+      <bcf:field>origpublisher</bcf:field>
+      <bcf:field>origtitle</bcf:field>
+      <bcf:field>pagination</bcf:field>
+      <bcf:field>presort</bcf:field>
+      <bcf:field>related</bcf:field>
+      <bcf:field>relatedoptions</bcf:field>
+      <bcf:field>relatedstring</bcf:field>
+      <bcf:field>relatedtype</bcf:field>
+      <bcf:field>shortauthor</bcf:field>
+      <bcf:field>shorteditor</bcf:field>
+      <bcf:field>shorthand</bcf:field>
+      <bcf:field>shorthandintro</bcf:field>
+      <bcf:field>shortjournal</bcf:field>
+      <bcf:field>shortseries</bcf:field>
+      <bcf:field>shorttitle</bcf:field>
+      <bcf:field>sortkey</bcf:field>
+      <bcf:field>sortname</bcf:field>
+      <bcf:field>sortshorthand</bcf:field>
+      <bcf:field>sorttitle</bcf:field>
+      <bcf:field>sortyear</bcf:field>
+      <bcf:field>usera</bcf:field>
+      <bcf:field>userb</bcf:field>
+      <bcf:field>userc</bcf:field>
+      <bcf:field>userd</bcf:field>
+      <bcf:field>usere</bcf:field>
+      <bcf:field>userf</bcf:field>
+      <bcf:field>verba</bcf:field>
+      <bcf:field>verbb</bcf:field>
+      <bcf:field>verbc</bcf:field>
+      <bcf:field>xdata</bcf:field>
+      <bcf:field>xref</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>set</bcf:entrytype>
+      <bcf:field>entryset</bcf:field>
+      <bcf:field>crossref</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>article</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>journaltitle</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>annotator</bcf:field>
+      <bcf:field>commentator</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eid</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>issn</bcf:field>
+      <bcf:field>issue</bcf:field>
+      <bcf:field>issuetitle</bcf:field>
+      <bcf:field>issuesubtitle</bcf:field>
+      <bcf:field>journalsubtitle</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>origlanguage</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>translator</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>version</bcf:field>
+      <bcf:field>volume</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>bibnote</bcf:entrytype>
+      <bcf:field>note</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>book</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>afterword</bcf:field>
+      <bcf:field>annotator</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>commentator</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>edition</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>foreword</bcf:field>
+      <bcf:field>introduction</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>maintitle</bcf:field>
+      <bcf:field>maintitleaddon</bcf:field>
+      <bcf:field>mainsubtitle</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>origlanguage</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>part</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>translator</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>mvbook</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>afterword</bcf:field>
+      <bcf:field>annotator</bcf:field>
+      <bcf:field>commentator</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>edition</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>foreword</bcf:field>
+      <bcf:field>introduction</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>origlanguage</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>translator</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>inbook</bcf:entrytype>
+      <bcf:entrytype>bookinbook</bcf:entrytype>
+      <bcf:entrytype>suppbook</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>booktitle</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>afterword</bcf:field>
+      <bcf:field>annotator</bcf:field>
+      <bcf:field>bookauthor</bcf:field>
+      <bcf:field>booksubtitle</bcf:field>
+      <bcf:field>booktitleaddon</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>commentator</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>edition</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>foreword</bcf:field>
+      <bcf:field>introduction</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>mainsubtitle</bcf:field>
+      <bcf:field>maintitle</bcf:field>
+      <bcf:field>maintitleaddon</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>origlanguage</bcf:field>
+      <bcf:field>part</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>translator</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>booklet</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>howpublished</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>type</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>collection</bcf:entrytype>
+      <bcf:entrytype>reference</bcf:entrytype>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>afterword</bcf:field>
+      <bcf:field>annotator</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>commentator</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>edition</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>foreword</bcf:field>
+      <bcf:field>introduction</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>mainsubtitle</bcf:field>
+      <bcf:field>maintitle</bcf:field>
+      <bcf:field>maintitleaddon</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>origlanguage</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>part</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>translator</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>mvcollection</bcf:entrytype>
+      <bcf:entrytype>mvreference</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>afterword</bcf:field>
+      <bcf:field>annotator</bcf:field>
+      <bcf:field>commentator</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>edition</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>foreword</bcf:field>
+      <bcf:field>introduction</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>origlanguage</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>translator</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>incollection</bcf:entrytype>
+      <bcf:entrytype>suppcollection</bcf:entrytype>
+      <bcf:entrytype>inreference</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>booktitle</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>afterword</bcf:field>
+      <bcf:field>annotator</bcf:field>
+      <bcf:field>booksubtitle</bcf:field>
+      <bcf:field>booktitleaddon</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>commentator</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>edition</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>foreword</bcf:field>
+      <bcf:field>introduction</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>mainsubtitle</bcf:field>
+      <bcf:field>maintitle</bcf:field>
+      <bcf:field>maintitleaddon</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>origlanguage</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>part</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>translator</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>manual</bcf:entrytype>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>author</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>edition</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>organization</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>type</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>version</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>misc</bcf:entrytype>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>author</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>howpublished</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>organization</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>type</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>version</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>online</bcf:entrytype>
+      <bcf:field>title</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>author</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>organization</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>version</bcf:field>
+      <bcf:field>year</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>patent</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>holder</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>type</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>version</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>periodical</bcf:entrytype>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>editora</bcf:field>
+      <bcf:field>editorb</bcf:field>
+      <bcf:field>editorc</bcf:field>
+      <bcf:field>editoratype</bcf:field>
+      <bcf:field>editorbtype</bcf:field>
+      <bcf:field>editorctype</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>issn</bcf:field>
+      <bcf:field>issue</bcf:field>
+      <bcf:field>issuesubtitle</bcf:field>
+      <bcf:field>issuetitle</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>volume</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>mvproceedings</bcf:entrytype>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>eventday</bcf:field>
+      <bcf:field>eventendday</bcf:field>
+      <bcf:field>eventendmonth</bcf:field>
+      <bcf:field>eventendyear</bcf:field>
+      <bcf:field>eventmonth</bcf:field>
+      <bcf:field>eventyear</bcf:field>
+      <bcf:field>eventtitle</bcf:field>
+      <bcf:field>eventtitleaddon</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>organization</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>venue</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>proceedings</bcf:entrytype>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>eventday</bcf:field>
+      <bcf:field>eventendday</bcf:field>
+      <bcf:field>eventendmonth</bcf:field>
+      <bcf:field>eventendyear</bcf:field>
+      <bcf:field>eventmonth</bcf:field>
+      <bcf:field>eventyear</bcf:field>
+      <bcf:field>eventtitle</bcf:field>
+      <bcf:field>eventtitleaddon</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>mainsubtitle</bcf:field>
+      <bcf:field>maintitle</bcf:field>
+      <bcf:field>maintitleaddon</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>organization</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>part</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>venue</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>inproceedings</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>editor</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>booktitle</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>booksubtitle</bcf:field>
+      <bcf:field>booktitleaddon</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>eventday</bcf:field>
+      <bcf:field>eventendday</bcf:field>
+      <bcf:field>eventendmonth</bcf:field>
+      <bcf:field>eventendyear</bcf:field>
+      <bcf:field>eventmonth</bcf:field>
+      <bcf:field>eventyear</bcf:field>
+      <bcf:field>eventtitle</bcf:field>
+      <bcf:field>eventtitleaddon</bcf:field>
+      <bcf:field>isbn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>mainsubtitle</bcf:field>
+      <bcf:field>maintitle</bcf:field>
+      <bcf:field>maintitleaddon</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>organization</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>part</bcf:field>
+      <bcf:field>publisher</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>series</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>venue</bcf:field>
+      <bcf:field>volume</bcf:field>
+      <bcf:field>volumes</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>report</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>type</bcf:field>
+      <bcf:field>institution</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>isrn</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>number</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+      <bcf:field>version</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>thesis</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>type</bcf:field>
+      <bcf:field>institution</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>chapter</bcf:field>
+      <bcf:field>doi</bcf:field>
+      <bcf:field>eprint</bcf:field>
+      <bcf:field>eprintclass</bcf:field>
+      <bcf:field>eprinttype</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>pages</bcf:field>
+      <bcf:field>pagetotal</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>unpublished</bcf:entrytype>
+      <bcf:field>author</bcf:field>
+      <bcf:field>title</bcf:field>
+      <bcf:field>day</bcf:field>
+      <bcf:field>endday</bcf:field>
+      <bcf:field>endmonth</bcf:field>
+      <bcf:field>endyear</bcf:field>
+      <bcf:field>month</bcf:field>
+      <bcf:field>year</bcf:field>
+      <bcf:field>addendum</bcf:field>
+      <bcf:field>howpublished</bcf:field>
+      <bcf:field>language</bcf:field>
+      <bcf:field>location</bcf:field>
+      <bcf:field>note</bcf:field>
+      <bcf:field>pubstate</bcf:field>
+      <bcf:field>subtitle</bcf:field>
+      <bcf:field>titleaddon</bcf:field>
+      <bcf:field>url</bcf:field>
+      <bcf:field>urlday</bcf:field>
+      <bcf:field>urlendday</bcf:field>
+      <bcf:field>urlendmonth</bcf:field>
+      <bcf:field>urlendyear</bcf:field>
+      <bcf:field>urlmonth</bcf:field>
+      <bcf:field>urlyear</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:field>titleisdescription</bcf:field>
+      <bcf:field>with</bcf:field>
+      <bcf:field>doubtfulauthor</bcf:field>
+      <bcf:field>doubtfuldate</bcf:field>
+      <bcf:field>abstractloc</bcf:field>
+      <bcf:field>abstracturl</bcf:field>
+      <bcf:field>urldescription</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>video</bcf:entrytype>
+      <bcf:field>writer</bcf:field>
+      <bcf:field>producer</bcf:field>
+      <bcf:field>execproducer</bcf:field>
+      <bcf:field>director</bcf:field>
+    </bcf:entryfields>
+    <bcf:entryfields>
+      <bcf:entrytype>newsarticle</bcf:entrytype>
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diff --git a/07_final_assignment/paper/main.run.xml b/07_final_assignment/paper/main.run.xml
new file mode 100644
index 0000000..088f927
--- /dev/null
+++ b/07_final_assignment/paper/main.run.xml
@@ -0,0 +1,88 @@
+<?xml version="1.0" standalone="yes"?>
+<!-- logreq request file -->
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diff --git a/07_final_assignment/paper/main.tex b/07_final_assignment/paper/main.tex
new file mode 100644
index 0000000..c0cad0a
--- /dev/null
+++ b/07_final_assignment/paper/main.tex
@@ -0,0 +1,87 @@
+\documentclass[a4paper, 12pt]{apa6}
+\usepackage[T1]{fontenc}
+\usepackage[utf8]{inputenc}
+\usepackage[american]{babel}
+\usepackage[style=apa,sortcites=true,sorting=nyt,backend=biber]{biblatex}
+\DeclareLanguageMapping{american}{american-apa}
+\addbibresource{references.bib}
+\usepackage{listings}
+\title{Simulation of Grainger et al. (2012) with Rescorla Wagner equations}
+\shorttitle{Grainger et al. (2012) simulation with RW equations}
+\author{Robert Geirhos (3827808), Klara Grethen (3899962), \\David-Elias Künstle (3822829), Felicia Saar (3818590)}
+\affiliation{Linguistics for Cognitive Science Course, University of Tübingen}
+
+\abstract{our abstract goes here!}
+
+
+\begin{document}
+\maketitle
+
+%\cite{}
+\section{Introduction}
+statement of the problem
+
+\section{Simulations}
+\subsection{Experimental Code}
+why we didn't use the given code, what we improved, how the result is structured - Goal: modular and comprehensive experiment. Problems with paper and given code. What's a block in our experiment.\\
+Since preliminary experiments showed that the monkeys performed with very high accuracies (>90\%), we decided to introduce a random parameter $ r $ in the experiment, defined as the fraction of times the monkey would make a random guess instead of an experience-based prediction.
+
+\subsection{Choice of Parameters}
+\subsubsection{Number of Trials}
+The six monkeys in the original experiment participated in a different number of trials (min: 43.041, max: 61.142, mean: 52.812). For the sake of simplicity, we presented exactly 50.000 trials in each of our experiments.
+\subsubsection{Random Parameter} The random parameter $ r $ was set to 0.65, which proved to be reasonable value. That means, in 65\% of the cases the monkey would guess for either word or nonword with equal probabilities. Therefore, the maximum possible performance $ p_{max} $ is:
+$$ p_{max} = 1 - \frac{r}{2} = 0.675$$
+In other words, the maximum possible performance is no longer 1.0 (for a very intelligent monkey) but rather restricted by $ r $. If a monkey's performance is slightly better than $ p_{max} $, this is assured to be due to chance.
+\subsubsection{Alpha and Beta} Both $ \alpha $ and $ \beta $ were our independent variables which we manipulated over the course of the experiments. We gathered data for every possible combination of $ \alpha $ and $ \beta $ values within an equally spaced range from 0.0 to 0.3. A total of 15 values for each $ \alpha $ and $ \beta $ were combined to $ 15*15 = 225 $ possible combinations. Since $ \alpha $ and $ \beta $ were internally multiplied to a single value, we expected the outcome to be symmetrical due to the commutativity of the multiplication operation and therefore calculated each combination of $ \alpha $ and $ \beta $ only once, which we used as a trick to improve the overall runtime. Therefore, $\sum_{i=1}^{15}i = 120$ combinations  remained to be explored.
+
+\subsubsection{Lambda} Choice of $ \lambda $
+%TODO explain choice of lambda=1, saliency
+
+\subsection{Running Parallelized Experiments}
+Running an experiment with a single combination of $ \alpha $ and $ \beta $ on a normal desktop computer took about 75 minutes. Therefore, the parameter space one could explore within a reasonable amount of time was quite restricted. We decided to write a parallelized version of the code to reduce the overall runtime. Using the R packages foreach, parallel and doParallel (TODO: Cite them properly), we restructured the experiment. Since conflicts can easily occur when more than one core is trying to access a shared data structure at the same time, we implemented a parallelized version that is able to run without even containing critical sections. Instead, each thread has its own data structure, a .txt file, and in the end the results are harvested and combined. This version of the experiment ran on a cluster with 15 cores, each performing a total amount of eight experiments. Altogether, 120 combinations of $ \alpha $ and $ \beta $ were explored overnight, which would have taken about 150 hours in a non-parallelized version.
+
+\section{Results}
+results
+
+\begin{figure*}
+\includegraphics[width=0.9\textwidth]{plots/plot_accuracy}
+\end{figure*}
+
+\begin{figure*}
+\includegraphics[width=0.9\textwidth]{plots/plot_numwords}
+\end{figure*}
+
+
+\section{Discussion}
+"your conclusions about what is most likely to underlie the different success rates of the baboons"
+
+
+\appendix
+\section{Complete Results}
+Here are the complete results of our experiments. The abbreviations used are:
+\begin{APAitemize}
+\item \#Trials: Number of trials
+\item \#LearnedW: Number of learned words
+\item \#PresW: Number of presented words
+\item GenAcc: General accuracy
+\item WAcc: Word accuracy
+\item NWAcc: Nonword accuracy
+\end{APAitemize}
+
+\onecolumn
+\input{result_tables.tex}
+
+
+
+\section{Code}
+\input{code.tex}
+
+
+\printbibliography{}
+
+
+\end{document}
+%%% Local Variables:
+%%% mode: latex
+%%% TeX-master: t
+%%% End:
diff --git a/07_final_assignment/paper/references.bib b/07_final_assignment/paper/references.bib
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/07_final_assignment/paper/references.bib
diff --git a/07_final_assignment/paper/result_tables.tex b/07_final_assignment/paper/result_tables.tex
new file mode 100644
index 0000000..4db1312
--- /dev/null
+++ b/07_final_assignment/paper/result_tables.tex
@@ -0,0 +1,155 @@
+% latex table generated in R 3.1.0 by xtable 1.8-2 package
+% Thu Mar 31 15:21:52 2016
+\begin{table}[ht]
+\centering
+\begin{tabular}{rrrrrrrrr}
+  \hline
+ & alpha & beta & \#Trials & \#LearnedW & \#PresW & GenAcc & WAcc & NWAcc \\ 
+  \hline
+1 & 0.00 & 0.00 & 50000 & 307 & 7539 & 0.60 & 0.66 & 0.55 \\ 
+  2 & 0.02 & 0.00 & 50000 & 307 & 7518 & 0.60 & 0.64 & 0.57 \\ 
+  3 & 0.02 & 0.02 & 50000 & 307 & 7502 & 0.62 & 0.65 & 0.60 \\ 
+  4 & 0.04 & 0.00 & 50000 & 306 & 7479 & 0.61 & 0.65 & 0.57 \\ 
+  5 & 0.04 & 0.02 & 50000 & 306 & 7522 & 0.63 & 0.65 & 0.61 \\ 
+  6 & 0.04 & 0.04 & 50000 & 301 & 7532 & 0.64 & 0.65 & 0.62 \\ 
+  7 & 0.06 & 0.00 & 50000 & 307 & 7490 & 0.61 & 0.65 & 0.57 \\ 
+  8 & 0.06 & 0.02 & 50000 & 307 & 7499 & 0.63 & 0.64 & 0.62 \\ 
+  9 & 0.06 & 0.04 & 50000 & 307 & 7530 & 0.65 & 0.66 & 0.64 \\ 
+  10 & 0.06 & 0.06 & 50000 & 292 & 7512 & 0.65 & 0.65 & 0.66 \\ 
+  11 & 0.09 & 0.00 & 50000 & 289 & 7534 & 0.62 & 0.65 & 0.59 \\ 
+  12 & 0.09 & 0.02 & 50000 & 297 & 7524 & 0.64 & 0.65 & 0.63 \\ 
+  13 & 0.09 & 0.04 & 50000 & 306 & 7548 & 0.65 & 0.66 & 0.64 \\ 
+  14 & 0.09 & 0.06 & 50000 & 307 & 7491 & 0.66 & 0.66 & 0.65 \\ 
+  15 & 0.09 & 0.09 & 50000 & 307 & 7503 & 0.66 & 0.67 & 0.65 \\ 
+  16 & 0.11 & 0.00 & 50000 & 307 & 7540 & 0.60 & 0.65 & 0.55 \\ 
+  17 & 0.11 & 0.02 & 50000 & 307 & 7509 & 0.64 & 0.64 & 0.64 \\ 
+  18 & 0.11 & 0.04 & 50000 & 298 & 7518 & 0.65 & 0.65 & 0.65 \\ 
+  19 & 0.11 & 0.06 & 50000 & 307 & 7503 & 0.65 & 0.66 & 0.65 \\ 
+  20 & 0.11 & 0.09 & 50000 & 307 & 7502 & 0.66 & 0.66 & 0.65 \\ 
+  21 & 0.11 & 0.11 & 50000 & 307 & 7549 & 0.66 & 0.67 & 0.66 \\ 
+  22 & 0.13 & 0.00 & 50000 & 300 & 7509 & 0.62 & 0.65 & 0.59 \\ 
+  23 & 0.13 & 0.02 & 50000 & 307 & 7524 & 0.64 & 0.65 & 0.64 \\ 
+  24 & 0.13 & 0.04 & 50000 & 304 & 7516 & 0.65 & 0.66 & 0.65 \\ 
+  25 & 0.13 & 0.06 & 50000 & 277 & 7510 & 0.66 & 0.66 & 0.66 \\ 
+  26 & 0.13 & 0.09 & 50000 & 307 & 7490 & 0.66 & 0.66 & 0.66 \\ 
+  27 & 0.13 & 0.11 & 50000 & 307 & 7526 & 0.67 & 0.67 & 0.66 \\ 
+  28 & 0.13 & 0.13 & 50000 & 307 & 7521 & 0.67 & 0.67 & 0.67 \\ 
+  29 & 0.15 & 0.00 & 50000 & 298 & 7500 & 0.61 & 0.64 & 0.58 \\ 
+  30 & 0.15 & 0.02 & 50000 & 307 & 7461 & 0.65 & 0.66 & 0.64 \\ 
+  31 & 0.15 & 0.04 & 50000 & 307 & 7508 & 0.65 & 0.66 & 0.65 \\ 
+  32 & 0.15 & 0.06 & 50000 & 297 & 7519 & 0.66 & 0.66 & 0.66 \\ 
+  33 & 0.15 & 0.09 & 50000 & 307 & 7502 & 0.67 & 0.67 & 0.66 \\ 
+  34 & 0.15 & 0.11 & 50000 & 307 & 7508 & 0.66 & 0.66 & 0.66 \\ 
+  35 & 0.15 & 0.13 & 50000 & 307 & 7540 & 0.67 & 0.67 & 0.66 \\ 
+  36 & 0.15 & 0.15 & 50000 & 307 & 7528 & 0.66 & 0.67 & 0.66 \\ 
+  37 & 0.17 & 0.00 & 50000 & 307 & 7500 & 0.62 & 0.65 & 0.59 \\ 
+  38 & 0.17 & 0.02 & 50000 & 294 & 7520 & 0.65 & 0.66 & 0.65 \\ 
+  39 & 0.17 & 0.04 & 50000 & 307 & 7504 & 0.66 & 0.66 & 0.65 \\ 
+  40 & 0.17 & 0.06 & 50000 & 307 & 7506 & 0.66 & 0.67 & 0.66 \\ 
+   \hline
+\end{tabular}
+\end{table}
+
+% latex table generated in R 3.1.0 by xtable 1.8-2 package
+% Thu Mar 31 15:22:04 2016
+\begin{table}[ht]
+\centering
+\begin{tabular}{rrrrrrrrr}
+  \hline
+ & alpha & beta & \#Trials & \#LearnedW & \#PresW & GenAcc & WAcc & NWAcc \\ 
+  \hline
+41 & 0.17 & 0.09 & 50000 & 303 & 7533 & 0.67 & 0.67 & 0.66 \\ 
+  42 & 0.17 & 0.11 & 50000 & 307 & 7492 & 0.67 & 0.67 & 0.66 \\ 
+  43 & 0.17 & 0.13 & 50000 & 307 & 7522 & 0.66 & 0.67 & 0.66 \\ 
+  44 & 0.17 & 0.15 & 50000 & 307 & 7489 & 0.67 & 0.68 & 0.66 \\ 
+  45 & 0.17 & 0.17 & 50000 & 307 & 7516 & 0.66 & 0.67 & 0.66 \\ 
+  46 & 0.19 & 0.00 & 50000 & 307 & 7526 & 0.62 & 0.65 & 0.59 \\ 
+  47 & 0.19 & 0.02 & 50000 & 307 & 7538 & 0.65 & 0.65 & 0.64 \\ 
+  48 & 0.19 & 0.04 & 50000 & 307 & 7509 & 0.66 & 0.66 & 0.66 \\ 
+  49 & 0.19 & 0.06 & 50000 & 307 & 7526 & 0.66 & 0.67 & 0.66 \\ 
+  50 & 0.19 & 0.09 & 50000 & 307 & 7486 & 0.66 & 0.66 & 0.66 \\ 
+  51 & 0.19 & 0.11 & 50000 & 307 & 7507 & 0.67 & 0.67 & 0.66 \\ 
+  52 & 0.19 & 0.13 & 50000 & 307 & 7539 & 0.67 & 0.67 & 0.66 \\ 
+  53 & 0.19 & 0.15 & 50000 & 307 & 7500 & 0.67 & 0.67 & 0.67 \\ 
+  54 & 0.19 & 0.17 & 50000 & 307 & 7492 & 0.67 & 0.68 & 0.67 \\ 
+  55 & 0.19 & 0.19 & 50000 & 307 & 7522 & 0.67 & 0.67 & 0.67 \\ 
+  56 & 0.21 & 0.00 & 50000 & 292 & 7507 & 0.62 & 0.64 & 0.59 \\ 
+  57 & 0.21 & 0.02 & 50000 & 307 & 7515 & 0.65 & 0.66 & 0.65 \\ 
+  58 & 0.21 & 0.04 & 50000 & 307 & 7519 & 0.66 & 0.67 & 0.66 \\ 
+  59 & 0.21 & 0.06 & 50000 & 307 & 7513 & 0.66 & 0.67 & 0.66 \\ 
+  60 & 0.21 & 0.09 & 50000 & 299 & 7495 & 0.66 & 0.67 & 0.66 \\ 
+  61 & 0.21 & 0.11 & 50000 & 307 & 7519 & 0.67 & 0.67 & 0.66 \\ 
+  62 & 0.21 & 0.13 & 50000 & 307 & 7520 & 0.67 & 0.67 & 0.67 \\ 
+  63 & 0.21 & 0.15 & 50000 & 307 & 7521 & 0.67 & 0.67 & 0.67 \\ 
+  64 & 0.21 & 0.17 & 50000 & 307 & 7526 & 0.67 & 0.67 & 0.67 \\ 
+  65 & 0.21 & 0.19 & 50000 & 307 & 7516 & 0.67 & 0.67 & 0.67 \\ 
+  66 & 0.21 & 0.21 & 50000 & 307 & 7502 & 0.67 & 0.68 & 0.67 \\ 
+  67 & 0.24 & 0.00 & 50000 & 307 & 7511 & 0.62 & 0.65 & 0.59 \\ 
+  68 & 0.24 & 0.02 & 50000 & 307 & 7501 & 0.66 & 0.66 & 0.65 \\ 
+  69 & 0.24 & 0.04 & 50000 & 307 & 7517 & 0.66 & 0.67 & 0.65 \\ 
+  70 & 0.24 & 0.06 & 50000 & 306 & 7505 & 0.66 & 0.67 & 0.66 \\ 
+  71 & 0.24 & 0.09 & 50000 & 307 & 7500 & 0.67 & 0.67 & 0.66 \\ 
+  72 & 0.24 & 0.11 & 50000 & 307 & 7515 & 0.67 & 0.67 & 0.67 \\ 
+  73 & 0.24 & 0.13 & 50000 & 307 & 7512 & 0.67 & 0.67 & 0.66 \\ 
+  74 & 0.24 & 0.15 & 50000 & 307 & 7508 & 0.67 & 0.67 & 0.67 \\ 
+  75 & 0.24 & 0.17 & 50000 & 307 & 7507 & 0.67 & 0.68 & 0.67 \\ 
+  76 & 0.24 & 0.19 & 50000 & 307 & 7519 & 0.67 & 0.67 & 0.67 \\ 
+  77 & 0.24 & 0.21 & 50000 & 307 & 7531 & 0.67 & 0.67 & 0.67 \\ 
+  78 & 0.24 & 0.24 & 50000 & 307 & 7518 & 0.67 & 0.67 & 0.68 \\ 
+  79 & 0.26 & 0.00 & 50000 & 307 & 7522 & 0.62 & 0.66 & 0.59 \\ 
+  80 & 0.26 & 0.02 & 50000 & 298 & 7493 & 0.65 & 0.65 & 0.65 \\ 
+   \hline
+\end{tabular}
+\end{table}
+
+% latex table generated in R 3.1.0 by xtable 1.8-2 package
+% Thu Mar 31 15:22:19 2016
+\begin{table}[ht]
+\centering
+\begin{tabular}{rrrrrrrrr}
+  \hline
+ & alpha & beta & \#Trials & \#LearnedW & \#PresW & GenAcc & WAcc & NWAcc \\ 
+  \hline
+81 & 0.26 & 0.04 & 50000 & 307 & 7517 & 0.66 & 0.67 & 0.66 \\ 
+  82 & 0.26 & 0.06 & 50000 & 307 & 7480 & 0.67 & 0.67 & 0.66 \\ 
+  83 & 0.26 & 0.09 & 50000 & 307 & 7512 & 0.66 & 0.66 & 0.67 \\ 
+  84 & 0.26 & 0.11 & 50000 & 307 & 7497 & 0.67 & 0.67 & 0.67 \\ 
+  85 & 0.26 & 0.13 & 50000 & 307 & 7521 & 0.67 & 0.68 & 0.67 \\ 
+  86 & 0.26 & 0.15 & 50000 & 307 & 7524 & 0.68 & 0.68 & 0.67 \\ 
+  87 & 0.26 & 0.17 & 50000 & 307 & 7516 & 0.67 & 0.67 & 0.66 \\ 
+  88 & 0.26 & 0.19 & 50000 & 307 & 7486 & 0.67 & 0.67 & 0.67 \\ 
+  89 & 0.26 & 0.21 & 50000 & 307 & 7505 & 0.67 & 0.67 & 0.67 \\ 
+  90 & 0.26 & 0.24 & 50000 & 307 & 7512 & 0.67 & 0.67 & 0.67 \\ 
+  91 & 0.26 & 0.26 & 50000 & 307 & 7525 & 0.67 & 0.68 & 0.67 \\ 
+  92 & 0.28 & 0.00 & 50000 & 295 & 7508 & 0.62 & 0.65 & 0.58 \\ 
+  93 & 0.28 & 0.02 & 50000 & 307 & 7498 & 0.65 & 0.66 & 0.65 \\ 
+  94 & 0.28 & 0.04 & 50000 & 306 & 7535 & 0.66 & 0.67 & 0.66 \\ 
+  95 & 0.28 & 0.06 & 50000 & 307 & 7501 & 0.66 & 0.67 & 0.66 \\ 
+  96 & 0.28 & 0.09 & 50000 & 307 & 7513 & 0.67 & 0.67 & 0.66 \\ 
+  97 & 0.28 & 0.11 & 50000 & 307 & 7507 & 0.67 & 0.67 & 0.67 \\ 
+  98 & 0.28 & 0.13 & 50000 & 307 & 7523 & 0.67 & 0.67 & 0.67 \\ 
+  99 & 0.28 & 0.15 & 50000 & 307 & 7496 & 0.67 & 0.67 & 0.67 \\ 
+  100 & 0.28 & 0.17 & 50000 & 307 & 7520 & 0.67 & 0.67 & 0.67 \\ 
+  101 & 0.28 & 0.19 & 50000 & 306 & 7516 & 0.67 & 0.67 & 0.67 \\ 
+  102 & 0.28 & 0.21 & 50000 & 307 & 7483 & 0.67 & 0.67 & 0.68 \\ 
+  103 & 0.28 & 0.24 & 50000 & 302 & 7518 & 0.67 & 0.67 & 0.67 \\ 
+  104 & 0.28 & 0.26 & 50000 & 307 & 7518 & 0.68 & 0.68 & 0.67 \\ 
+  105 & 0.28 & 0.28 & 50000 & 307 & 7507 & 0.68 & 0.68 & 0.68 \\ 
+  106 & 0.30 & 0.00 & 50000 & 300 & 7530 & 0.61 & 0.64 & 0.58 \\ 
+  107 & 0.30 & 0.02 & 50000 & 298 & 7533 & 0.65 & 0.66 & 0.65 \\ 
+  108 & 0.30 & 0.04 & 50000 & 307 & 7514 & 0.66 & 0.66 & 0.66 \\ 
+  109 & 0.30 & 0.06 & 50000 & 307 & 7519 & 0.66 & 0.67 & 0.65 \\ 
+  110 & 0.30 & 0.09 & 50000 & 307 & 7516 & 0.67 & 0.67 & 0.67 \\ 
+  111 & 0.30 & 0.11 & 50000 & 307 & 7508 & 0.67 & 0.68 & 0.66 \\ 
+  112 & 0.30 & 0.13 & 50000 & 307 & 7495 & 0.67 & 0.67 & 0.67 \\ 
+  113 & 0.30 & 0.15 & 50000 & 307 & 7501 & 0.68 & 0.68 & 0.68 \\ 
+  114 & 0.30 & 0.17 & 50000 & 307 & 7520 & 0.67 & 0.67 & 0.67 \\ 
+  115 & 0.30 & 0.19 & 50000 & 307 & 7479 & 0.67 & 0.67 & 0.68 \\ 
+  116 & 0.30 & 0.21 & 50000 & 307 & 7502 & 0.68 & 0.68 & 0.67 \\ 
+  117 & 0.30 & 0.24 & 50000 & 307 & 7552 & 0.67 & 0.67 & 0.67 \\ 
+  118 & 0.30 & 0.26 & 50000 & 307 & 7502 & 0.67 & 0.67 & 0.67 \\ 
+  119 & 0.30 & 0.28 & 50000 & 307 & 7520 & 0.68 & 0.68 & 0.68 \\ 
+  120 & 0.30 & 0.30 & 50000 & 307 & 7545 & 0.67 & 0.67 & 0.67 \\ 
+   \hline
+\end{tabular}
+\end{table}
\ No newline at end of file