def run_cso_classifier(paper,
modules="both",
enhancement="first",
explanation=False):
if modules not in ["syntactic", "semantic", "both"]:
raise ValueError(
"Error: Field modules must be 'syntactic', 'semantic' or 'both'")
if enhancement not in ["first", "all", "no"]:
raise ValueError(
"Error: Field enhances must be 'first', 'all' or 'no'")
if type(explanation) != bool:
raise ValueError(
"Error: Explanation must be set to either True or False")
# Loading ontology and model
cso = CSO()
model = MODEL()
t_paper = Paper(paper, modules)
result = Result(explanation)
# Passing parameters to the two classes (synt and sema) and actioning classifiers
if modules == 'syntactic' or modules == 'both':
synt_module = synt(cso, t_paper)
result.set_syntactic(synt_module.classify_syntactic())
if explanation:
result.dump_temporary_explanation(synt_module.get_explanation())
if modules == 'semantic' or modules == 'both':
sema_module = sema(model, cso, t_paper)
result.set_semantic(sema_module.classify_semantic())
if explanation:
result.dump_temporary_explanation(sema_module.get_explanation())
result.set_enhanced(
cso.climb_ontology(getattr(result, "union"), enhancement))
return result.get_dict()
