""" Application constants """ # Scientific domains SCIENTIFIC_DOMAINS = { "foundation_models": "Foundation Models & LLM Reasoning", "biology": "Biology & Life Sciences", "chemistry": "Chemistry & Materials", "physics": "Physics & Engineering", "medicine": "Medicine & Clinical Research", "environmental": "Environmental Science", "other": "Other" } # Analysis types ANALYSIS_TYPES = { "comprehensive": "Full multi-document analysis", "comparative": "Focus on document comparison", "gap_detection": "Research gap identification", "protocol_design": "Experimental protocol generation", "hypothesis_validation": "Hypothesis stress testing" } # Study types STUDY_TYPES = [ "randomized_controlled_trial", "observational_cohort", "case_control", "cross_sectional", "meta_analysis", "systematic_review", "computational", "other" ] # Risk levels RISK_LEVELS = ["low", "medium", "high", "critical"] # Status constants STATUS_PENDING = "pending" STATUS_PROCESSING = "processing" STATUS_COMPLETED = "completed" STATUS_FAILED = "failed" STATUS_CANCELLED = "cancelled"