diff --git a/experiments/jobscripts/models/innovation/synthetic.sh b/experiments/jobscripts/models/innovation/synthetic.sh
new file mode 100644
index 0000000000000000000000000000000000000000..e490c56d15ff9f0c8a550ab6a6b0be4dfa15d2f8
--- /dev/null
+++ b/experiments/jobscripts/models/innovation/synthetic.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+
+#SBATCH --job-name="Train Synthetic (ECCCo)"
+#SBATCH --time=02:00:00
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=1
+#SBATCH --gpus-per-task=1
+#SBATCH --partition=compute
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results only_models > experiments/train_synthetic.log
diff --git a/experiments/jobscripts/models/innovation/tabular.sh b/experiments/jobscripts/models/innovation/tabular.sh
new file mode 100644
index 0000000000000000000000000000000000000000..5e8dfca414e8db24acda310a4b87415de28449ac
--- /dev/null
+++ b/experiments/jobscripts/models/innovation/tabular.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+
+#SBATCH --job-name="Train Tabular (ECCCo)"
+#SBATCH --time=05:00:00
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=1
+#SBATCH --gpus-per-task=1
+#SBATCH --partition=compute
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit,credit_default,california_housing output_path=results only_models > experiments/train_tabular.log
diff --git a/experiments/setup_env.jl b/experiments/setup_env.jl
index 3aecea3033c40dc6ac1ae1dc2bb2db8c9db190a4..d8db488dae87b1156e01af5e86772b68258c977f 100644
--- a/experiments/setup_env.jl
+++ b/experiments/setup_env.jl
@@ -96,10 +96,10 @@ const DEFAULT_OUTPUT_PATH = _path
 const TIME_STAMPED = time_stamped
 
 "Boolean flag to only train models."
-const ONLY_MODELS = "only_models" ∈ ARGS ? true : false
+const ONLY_MODELS = "only_models" ∈ ARGS 
 
 "Boolean flag to retrain models."
-const RETRAIN = "retrain" ∈ ARGS || ONLY_MODELS ? true : false
+const RETRAIN = "retrain" ∈ ARGS || ONLY_MODELS 
 
 "Default model performance measures."
 const MODEL_MEASURES = Dict(