diff --git a/.gitignore b/.gitignore
index fb056a4..6ca4491 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,6 +16,7 @@ selected_gs.py
 
 scp_sync.py
 
+*out
 out/*
 output/*
 results/*
diff --git a/out b/out
deleted file mode 100644
index 8fff2d8..0000000
--- a/out
+++ /dev/null
@@ -1,91 +0,0 @@
-
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-Traceback (most recent call last):
-  File "/home/lorev/tesi/quacc/evaluation/comp.py", line 42, in estimate_worker
-    result = _estimate(model, validation, protocol)
-  File "/home/lorev/tesi/quacc/evaluation/baseline.py", line 30, in wrapper
-    return func(c_model, validation, protocol)
-  File "/home/lorev/tesi/quacc/evaluation/baseline.py", line 81, in ref
-    f1_score=metrics.f1_score(test.y, test_preds),
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/utils/_param_validation.py", line 214, in wrapper
-    return func(*args, **kwargs)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1239, in f1_score
-    return fbeta_score(
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/utils/_param_validation.py", line 187, in wrapper
-    return func(*args, **kwargs)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1413, in fbeta_score
-    _, _, f, _ = precision_recall_fscore_support(
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/utils/_param_validation.py", line 187, in wrapper
-    return func(*args, **kwargs)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1724, in precision_recall_fscore_support
-    labels = _check_set_wise_labels(y_true, y_pred, average, labels, pos_label)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1518, in _check_set_wise_labels
-    raise ValueError(
-ValueError: Target is multiclass but average='binary'. Please choose another average setting, one of [None, 'micro', 'macro', 'weighted'].
-Traceback (most recent call last):
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1595, in _get_outputs
-    yield from self._retrieve()
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1707, in _retrieve
-    time.sleep(0.01)
-KeyboardInterrupt
-
-During handling of the above exception, another exception occurred:
-
-Traceback (most recent call last):
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1648, in _get_outputs
-    self._abort()
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1559, in _abort
-    backend.abort_everything(ensure_ready=ensure_ready)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/_parallel_backends.py", line 632, in abort_everything
-    self._workers.terminate(kill_workers=True)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/executor.py", line 75, in terminate
-    self.shutdown(kill_workers=kill_workers)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/externals/loky/process_executor.py", line 1303, in shutdown
-    executor_manager_thread.join()
-  File "/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py", line 1096, in join
-    self._wait_for_tstate_lock()
-  File "/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py", line 1116, in _wait_for_tstate_lock
-    if lock.acquire(block, timeout):
-KeyboardInterrupt
-
-During handling of the above exception, another exception occurred:
-
-Traceback (most recent call last):
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/bin/run", line 6, in <module>
-    sys.exit(run())
-  File "/home/lorev/tesi/run.py", line 15, in run
-    run_local()
-  File "/home/lorev/tesi/quacc/main.py", line 48, in main
-    estimate_comparison()
-  File "/home/lorev/tesi/quacc/main.py", line 30, in estimate_comparison
-    dr = comp.evaluate_comparison(
-  File "/home/lorev/tesi/quacc/evaluation/comp.py", line 90, in evaluate_comparison
-    results = parallel(estimate_worker, par_tasks, n_jobs=env.N_JOBS, _env=env)
-  File "/home/lorev/tesi/quacc/utils.py", line 108, in parallel
-    return parallel(delayed(wrapper)(*_args) for _args in f_args)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1952, in __call__
-    return output if self.return_generator else list(output)
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1656, in _get_outputs
-    self._terminate_and_reset()
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1359, in _terminate_and_reset
-    self._backend.terminate()
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/_parallel_backends.py", line 622, in terminate
-    self._workers._temp_folder_manager._clean_temporary_resources(
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/_memmapping_reducer.py", line 636, in _clean_temporary_resources
-    delete_folder(
-  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/disk.py", line 136, in delete_folder
-    time.sleep(RM_SUBDIRS_RETRY_TIME)
-KeyboardInterrupt
-Exception ignored in: <module 'threading' from '/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py'>
-Traceback (most recent call last):
-  File "/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py", line 1567, in _shutdown
-    lock.acquire()
-KeyboardInterrupt: 
-Exception in thread Thread-1 (log_listener):
-Traceback (most recent call last):
-Fatal Python error: _enter_buffered_busy: could not acquire lock for <ascii(self) failed> at interpreter shutdown, possibly due to daemon threads
-Python runtime state: finalizing (tstate=0x0000560ae378d100)
-/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/externals/loky/backend/resource_tracker.py:314: UserWarning: resource_tracker: There appear to be 4 leaked file objects to clean up at shutdown
-  warnings.warn(